[go: up one dir, main page]

WO2022113653A1 - Designed article recognition information providing system, designed article recognition information providing method, and designed article recognition information providing program - Google Patents

Designed article recognition information providing system, designed article recognition information providing method, and designed article recognition information providing program Download PDF

Info

Publication number
WO2022113653A1
WO2022113653A1 PCT/JP2021/040139 JP2021040139W WO2022113653A1 WO 2022113653 A1 WO2022113653 A1 WO 2022113653A1 JP 2021040139 W JP2021040139 W JP 2021040139W WO 2022113653 A1 WO2022113653 A1 WO 2022113653A1
Authority
WO
WIPO (PCT)
Prior art keywords
design body
data
design
image
captured image
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/JP2021/040139
Other languages
French (fr)
Japanese (ja)
Inventor
修 仁義
明男 齋藤
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Daikan Co Ltd
Original Assignee
Daikan Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Daikan Co Ltd filed Critical Daikan Co Ltd
Publication of WO2022113653A1 publication Critical patent/WO2022113653A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29Geographical information databases
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/53Querying
    • G06F16/532Query formulation, e.g. graphical querying
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/587Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using geographical or spatial information, e.g. location
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis

Definitions

  • the present invention relates to a design body recognition information providing system that performs image recognition of an captured design body image and provides specific information, a design body recognition information providing method, and a design body recognition information providing program.
  • the corresponding store opened on the Internet using a terminal owned by the customer.
  • the method of accessing the homepage of is used.
  • the method of using a two-dimensional code requires creating a two-dimensional code that stores information in advance and writing it on the advertising signboard inside or outside the store, which has the problem of affecting the beauty of the appearance. rice field. Further, the method of simply using image recognition for a captured image has a problem that it can be easily affected by changes in the shooting position, direction, distance, and surrounding conditions.
  • the present invention includes design body image data which is a design body image in which at least a part of a design body having a design representing a character or a figure is imaged, and design body position data indicating an installation position where the design body is installed.
  • a storage means for storing design body data associated with information content-related data for displaying information content, and a captured image for acquiring captured image data in which at least a part of the design body is contained in one captured image.
  • the acquisition means, the imaging position information acquisition means for acquiring the imaging position information indicating the imaging position where the captured image is captured, and the installation position and the imaging position of the design body position data are within a predetermined positional relationship range.
  • the design and / or the entire image in the captured image of the design body data extracted by the in-range design body data extraction means for extracting the design body data and the in-range design body data extraction means match or are similar to each other.
  • the matching design body data extracting means for extracting the design body data having the design body image data and the information content based on the information content-related data possessed by the design body data extracted by the matching design body data extracting means are displayed. It is characterized by being a design body recognition information providing system equipped with an information display means.
  • System configuration diagram of the design body recognition information provision system Data structure diagram of design body data.
  • Screen configuration diagram of the design body data registration screen Screen configuration diagram of the design data search condition registration screen.
  • Screen configuration diagram of the judgment body image data list screen Screen configuration diagram of the judgment result log screen.
  • Screen configuration diagram of the design body search screen and the search result screen Design body data registration flow diagram by design body data registration program.
  • FIG. 1 is a block diagram showing a system configuration of the design body recognition information providing system 1 in this embodiment.
  • the design body recognition information providing system 1 mainly stores a design body registration terminal 2 used by a design body owner having at least a character or a design, and stores data and manages the stored data. It is provided with a management server 3 for performing the above and a search terminal 4 used by a customer who desires to search for a design body.
  • the design registration terminal 2, the management server 3, and the search terminal 4 are connected to the Internet 5.
  • the management server 3 and the search terminal 4 function as computers.
  • the design registration terminal 2 is composed of a control unit 20 which is composed of a CPU, a ROM, a RAM, and the like to execute various calculations and control operations as hardware elements, and is composed of a hard disk, a flash memory, and the like, and allows reading and writing of information.
  • the storage unit 21 is composed of a LAN board, a WiFi unit, etc., and is connected to the Internet 5 by wire or wirelessly to transmit and receive data, and a touch panel, keyboard, mouse, press button, or a plurality of these. It includes an input unit 23 that is configured to receive input by contact operation, and a display unit 24 that is configured to include a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.
  • the management server 3 is composed of a CPU, a ROM, a RAM, and the like as hardware elements to execute various calculations and control operations, and a hard disk, a flash memory, and the like, and is a storage that allows information read / write. It is composed of a unit 31, a communication unit 32 that is composed of a LAN board, a WiFi unit, etc. and is connected to the Internet 5 by wire or wirelessly to send and receive data, and a touch panel, a keyboard, a mouse, a press button, or a plurality of these. It includes an input unit 33 that accepts input by a contact operation, and a display unit 34 that is composed of a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.
  • the storage unit 31 stores a design body data registration program 310 executed by the control unit 30, a design body data extraction program 311 and a design body database 312 that stores the design body data.
  • the search terminal 4 is composed of a CPU, a ROM, a RAM, and the like as hardware elements to execute various calculations and control operations, and a hard disk, a flash memory, and the like, and is a storage that allows information read / write.
  • the unit 41 is composed of a LAN board, a WiFi unit, or the like, and is connected to the Internet 5 by wire or wirelessly to transmit / receive data. It includes an input unit 43 that accepts input, and a display unit 44 that is composed of a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.
  • FIG. 2 is a data structure diagram of the design body data 3121.
  • the design body data 3121 stored in the design body database 312 includes design body name data, store name data, telephone number data, address data, and design body position data (position data of the installation position of the design body). ), Display ready Takumi image data, Judgment ready Takumi image data, Judgment condition data, Judgment character string data (collection of judgment character data), Character judgment threshold data, Image judgment threshold data, WEB page setting data, and target range Have data.
  • the design body name data stores the name of the design body.
  • the store name data stores the name of the store where the design body is installed.
  • the telephone number data stores the telephone number of the store where the design body is installed.
  • the address data stores the address of the store where the design body is installed.
  • the design body position data can be said to store the latitude and longitude of the position where the design body is installed.
  • the design body image data ready for display stores an image of the design body for confirmation by a user or the like.
  • the design body is a design body that expresses characters, figures, and patterns by strokes, and refers to a design body that is used as a so-called signboard (especially a mark that is regarded as an identification mark).
  • signboard especially a mark that is regarded as an identification mark.
  • various design bodies representing characters, figures and patterns such as metal signs, LED signs, fluorescent light signs, and printed signs are applicable. Since such a design body is created so as to be clearly visible to a person, the recognition accuracy can be improved by setting this design body as a target for image recognition.
  • the design body image data prepared for determination stores an image of the design body for determination by image recognition. This image may be one or more.
  • the determination condition data stores AND, which is a match when both the character string determination and the image determination match, and OR, which is a match when either the character string determination or the image determination matches. It should be noted that it may be a condition that only one of the character string determination and the image determination is used, if either one matches, the match is made, or if both match, the match is made.
  • the determination character string data stores a character string used for character determination, and is data obtained by summarizing the determination character data for each character for each character string.
  • the character determination threshold data stores a threshold value for determining a match for character determination.
  • the image determination threshold data stores a threshold value for determining a match for image determination. This threshold value can be a threshold value for determining that the design and / or the entire image in the captured image is a match.
  • the WEB page setting data stores the address (URL) of the WEB page.
  • the target range data stores a range on a map indicating in which range the imaging means (camera) for searching the design body should be present for hitting.
  • This setting range is one closed area on two dimensions indicated by latitude and longitude, and is set as an appropriate area such as a circle, a quadrangle, an arbitrary polygon, or an area surrounded by a line.
  • the area group is preset by appropriately dividing the area on the earth within the range of latitude and longitude. The division is not limited to latitude and longitude, and may be divided by address such as prefecture or municipality.
  • FIG. 3 is a screen configuration diagram of the design body data registration screen 201 displayed on the display unit 24 of the design body registration terminal 2.
  • the design body data registration screen 201 has a screen call tab 202 for reading various screens, a display design body image setting unit 203 for accepting designation of a design body image to be displayed on the search terminal 4, and a design body for receiving input of a design body name.
  • the link name input unit 207 that accepts the input of the notation when displaying the URL link set in the setting unit 206 on the search terminal 4, and the telephone number input unit that accepts the input of the telephone number that is the contact information of the store displayed by the design body.
  • an address input unit 209 that accepts input of the location address of the store displayed by the design body, a peripheral map 210 showing a map around the store, a store location pin 211 indicating the location of the store in the peripheral map 210, and a store location.
  • the target range 212 indicating a predetermined range from the pin 211, the latitude / longitude input unit 213 that accepts input in the form of latitude and longitude for the location of the store displayed by the design, and the search position range of the searcher who searches the store. It is provided with a target range setting unit 214 that accepts the setting of.
  • the position where many images are taken, the position where the design body is set, the position where the number of errors occurs frequently, or a plurality of these are displayed with different types of marks.
  • the position where the image was taken, the position where the design body is set, and the position where the number of errors occur frequently are stored in the storage unit 31 of the management server 3, and are displayed on the peripheral map 210.
  • the mark may be displayed. Different types of marks may be of different types, for example, due to differences in color, shape, or both.
  • height information such as the number of floors in the building and whether it is above ground or underground may be displayed. Thereby, it is possible to refer to whether the target range 212 is widened or narrowed.
  • the design body data registration screen 201 of this embodiment is configured to be published on the WEB page and to accept each design body data input via the Internet 5.
  • the registrant who registers the design body data uses the design body registration terminal 2 to access the WEB page displaying the design body data registration screen 201 through the Internet 5.
  • the registrant acquires an account for using the design body data registration function in advance, or creates an account and logs in when he / she first accesses the WEB page displaying the design body data registration screen 201.
  • the logged-in registrant can call the design body data registration screen 201 from the screen call tab 202.
  • the screen call tab 202 causes the display unit 24 of the design body registration terminal 2 to display various screens according to the input and selection items received by accepting the input and selection.
  • the various screens are, for example, a design body data registration screen 201, a registered design body data list display screen, a user information screen which is registrant information, and a determination when image recognition is performed. This is the result list screen.
  • the display design body image setting unit 203 accepts the setting of the display design body image to be displayed on the search terminal 4 as the extraction result.
  • a method of setting the display design body image for example, it is set by reading the image stored in the storage unit 21 of the design body registration terminal 2.
  • the display design body image is preferably an image that can confirm the appearance of the design body and the store in which the design body is installed.
  • the design body name input unit 204 accepts the input of the design body name which is the name of the design body data 3121 registered by the registrant.
  • the store name input unit 205 accepts the input of the store name to be displayed on the search terminal 4 as the extraction result. That is, it is preferable that the store name set here is a store name that allows the searcher to easily identify the store at a glance. In addition, if you own multiple branches such as stores that are chained all over the country, you can accept the input of the branch name where the design you are trying to register is installed in addition to the store name.
  • the WEB page setting unit 206 accepts the setting of the URL link for guiding to a specific WEB page to be displayed on the search terminal 4 as the extraction result. That is, the URL link set here is the access guidance link to the homepage managed by the store received by the store name input unit 205 or the access guidance link to the distribution site page that distributes the store introduction video. This is a URL link to lead to a WEB page related to the store.
  • the link name input unit 207 accepts the input of the link name which is the display name when the WEB page setting unit 206 is replaced with the character string of the URL and displayed as a hyperlink.
  • the surrounding map 210 displays the peripheral map 210 of the store.
  • the setting of the store location is accepted by using a means for moving a point on the screen such as dragging the designation of the store location with respect to the store location pin 211.
  • the target range 212 indicates a predetermined range from the store location pin 211 set by the target range setting unit 214 in a circle centered on the store location pin 211.
  • the store location pin 211 may be automatically set based on the address input by the address input unit 209.
  • the latitude / longitude input unit 213 accepts input in latitude and longitude for the position of the design body. As for the latitude and longitude received by the latitude / longitude input unit 213, it is preferable to accept input up to the sixth decimal place because the position of the design body (location of the store) is made clearer.
  • the latitude / longitude input unit 213 automatically inputs the latitude / longitude of the address when the address is input by the address input unit 209.
  • the target range setting unit 214 sets the position range of the search terminal 4 for the registered design body to be the search target (that is, the position range of the search terminal 4 capable of searching the design body) at the position (latitude) of the design body. Accept by setting the radius distance from (longitude). The target range is set as the radius of the circle centered on the position of the design body. The accepted target range is reflected as the target range 212 on the surrounding map 210.
  • the position range setting by the target range setting unit 214 is not limited to the setting based on the radial distance, and may be set by the registrant by designating one closed area of an arbitrary shape on the two-dimensional map. good. In this case, every time the registrant specifies a position on the 2D map, a straight line is drawn from the position specified immediately before to the position specified this time, and when the position specified first is specified again. , The area drawn so as to connect the points with a line is closed, and one target range 212 is completed.
  • the line connecting the points is preferably a straight line, but may be a curved line.
  • the control unit 20 of the design body registration terminal 2 that executes the process of performing this setting functions as a target range setting means.
  • FIG. 4 is a screen configuration diagram of the design body data search condition registration screen 221 displayed on the display unit 24 of the design body registration terminal 2.
  • the design data search condition registration screen 221 has a judgment condition selection unit 222 that accepts selection of whether the judgment condition is AND or OR, and a use that accepts a setting of a target to be used for recognition from characters and / or images.
  • Judgment setting unit 223, judgment character string input unit 224 that accepts input of character string used when making judgment by character, and design body data being input as a result of judgment by character are required to be extracted.
  • a character determination threshold input unit 225 that accepts a matching degree threshold input, and an image determination threshold input unit 226 that accepts a matching degree threshold input necessary for extracting design data being input as a result of image determination.
  • Remarks input unit 227 that accepts the input of special matters about the design body data being input
  • save button 228 that saves the items input and set on the design body data registration screen 201 and the design body data search condition registration screen 221.
  • the design body data registration screen 201 and the cancel button 229 for canceling the items input and set on the design body data search condition registration screen 221 are provided.
  • the determination condition selection unit 222 determines that the image determination result and the character determination result are both extraction targets based on one captured image (captured image data) (when they are determined to match). Accepts the selection of whether to extract the design body data (AND) or to extract the design body data when either one is the extraction target (OR).
  • the usage determination setting unit 223 accepts selection from image recognition and / or character recognition for items used for determination.
  • the image recognition means for example, collating one captured image (captured image data) with the registered determination ready design body image 237, and if the degree of matching is equal to or higher than a certain level, the determination ready design body image 237 is used. It is a recognition method to extract the associated design body data. Character recognition is, for example, identifying characters included in one captured image, collating them with a registered judgment character string, and performing design body data associated with a judgment character string having a certain degree of matching or more. It is a recognition method to extract.
  • the judgment character string input unit 224 accepts one or more input of a character string used for character judgment.
  • the design body data is the extraction target when it is determined to be the extraction target in any one of the plurality of character strings. That is, there are many opportunities to be extracted.
  • the character determination threshold input unit 225 has a degree of coincidence between the character string included in the captured image and the determination character 246, which is a threshold for determining the design body data being input to be the determination target, from 0 to 100 in percentage units. Accepts numerical input of. That is, when the character string recognized to be included in the captured image and the character string received by the determination character string input unit 224 are collated, if the degree of matching is equal to or higher than the numerical value input here, the design being input is being input. Body data is extracted.
  • the image judgment threshold input unit 226 is a numerical value of 0 or more and 100 or less in the unit of percentage with respect to the degree of coincidence between the captured image and the design preparation image 237, which is a threshold for determining the design body data being input. Accept input. That is, when the captured image and the determination ready design body image 237 are collated, if the degree of matching is equal to or higher than the numerical value input here, the design body data being input is extracted.
  • the image determination threshold value input unit 226 can be set to a plurality of units, such as two. In this case, a plurality of types of image recognition engines for image determination may be mounted, and the image determination threshold value 249a may be stored as many as the number of the types.
  • the determination condition selection unit 222 it is advisable to add to the determination condition selection unit 222 the selection of which image recognition engine to use or whether to use a plurality of image recognition engines.
  • an image recognition engine suitable for image recognition of the design body can be used. At the time of actual search, image recognition is performed by all image recognition engines, and if it exceeds the threshold in the image recognition engine or character recognition set for each design body, it is judged as a match and extracted, resulting in a time lag. It can be determined and extracted as a match by a determination method suitable for the design body.
  • Remarks Input unit 227 accepts input of memos related to the design body data being input. The input contents of the accepted remarks are displayed when the design body data is displayed in detail.
  • the design body registration terminal 2 Upon receiving the press of the save button 228, the design body registration terminal 2 associates the input data of each input item into the design body data 3141 and sends it to the management server 3.
  • FIG. 5 is a screen configuration diagram of the determination ready design body image data list screen 231 displayed on the display unit 24 of the design body registration terminal 2.
  • the judgment-prepared design body image data list screen 231 is displayed by accepting an input for displaying a list of judgment-ready design body images 237 registered for one design body data from the registered design body data list screen. ..
  • the determination-prepared takumi image data list screen 231 includes a determination-prepared takumi image data addition unit 232, a determination-prepared takumi image data deletion unit 233, and a determination-ready takumi image data detailed display unit 234.
  • Judgment preparation Takumi image data addition unit 232 accepts the setting of the judgment preparation Takumi image 237 used when performing character determination or image determination.
  • the set determination-ready design body image data is stored as design body data 3121 in association with each data.
  • As a method of setting the determination body image 237 for example, it is set by reading the image stored in the storage unit 21 of the design body registration terminal 2. At this time, it is preferable to register a plurality of determination-prepared design body images 237 obtained by photographing the design body from various angles as the determination-prepared design body image data.
  • the design representing the character or the figure included in the design body is contained in the image by 50% or more, and it is more preferable that all the designs are contained in the image.
  • the image determination it is preferable to compare all the image data prepared for the determination with the image captured by the user and adopt the one having the highest degree of matching as the determination result.
  • the judgment-prepared design body image data detail display unit 234 includes a selection check unit 235 as an input item, an image ID 236 as a display item, a judgment-prepared design body image 237 for displaying the design body image, and a date when the design body image is registered. It has a determination preparation image registration date 238.
  • the judgment-prepared design body image data deletion unit 233 deletes the judgment-ready design body image data checked by the selection check unit 235 by being selected by clicking or the like.
  • FIG. 6 is a screen configuration diagram of the determination result log screen 241.
  • the judgment result log screen 241 displays on the map the judgment result log selection check unit 242 that accepts the selection of the judgment result log, the captured photograph 243 that is the determined photograph, and the position (latitude / longitude or address) where the photograph was taken.
  • the determination character 246 displays a character string included in the captured photograph 243 used for the determination, that is, a character string recognized by character recognition (OCR). In addition, it displays in detail which part of the captured photograph 243 the characters recognized by accepting the detailed display link access are captured. In this example, two character strings, the first character string "DAIKAN” and the second character string "AIKAN", are recognized. When a plurality of character strings are recognized in this way, whether or not they match the registered character strings is compared with all the character strings, and the highest degree of matching is used as the determination result.
  • OCR character recognition
  • the determination result 247 has a comprehensive determination result 247a, an image determination result 247b, and a character determination result 247c.
  • the image determination result 247b displays the final image determination result based on the image recognition result 249. That is, if the numerical value of the degree of coincidence with the judgment-prepared design body image 237 of the captured photograph 243 is higher than the numerical value of the image judgment threshold value 249a input by the image judgment threshold value input unit 226, it is an extraction target and is displayed as "OK".
  • the character determination result 247c displays the final character determination result based on the character recognition result 250. That is, if the numerical value of the degree of matching of the determination character 246 with respect to the determination character string input unit 224 is higher than the numerical value of the character determination threshold input by the character determination threshold input unit 225, it is an extraction target and is displayed as "OK".
  • the comprehensive determination result 247a displays the overall determination result based on the image determination result 247b, the character determination result 247c, and the determination condition selection unit 222. That is, when the AND search is selected by the determination condition selection unit 222, "OK" is displayed when it is determined as the extraction target in both the image determination result 247b and the character determination result 247c. On the other hand, when the OR search is selected by the determination condition selection unit 222, "OK" is displayed when it is determined to be the extraction target in either the image determination result 247b or the character determination result 247c.
  • the extracted design body data 248 displays the name of the extracted design body data.
  • the name of the design body data is a link for displaying the detailed screen of the design body data.
  • the registrant can confirm what kind of setting the extracted design body data is by accessing the link embedded in the name of the design body data.
  • the image recognition result 249 is an image judgment numerical value which is a numerical value of the degree of coincidence between the image judgment threshold value 249a for displaying the numerical value of the image judgment threshold value input by the image judgment threshold value input unit 226 and the judgment ready takumi image 237 of the captured photograph 243. It has 249b.
  • the character recognition result 250 is a character judgment numerical value which is a numerical value of the degree of coincidence between the character judgment threshold 250a for displaying the numerical value of the character judgment threshold input by the character judgment threshold input unit 225 and the judgment character string input unit 224 of the judgment character 246. It has 250b and.
  • FIG. 7A is a screen configuration diagram of the design body search screen 400 displayed on the display unit 44 of the search terminal 4.
  • the design body search screen 400 includes an imaging unit activation button 401 for activating the imaging unit 45 included in the search terminal 4 and an imaging unit activation icon 402.
  • the image pickup unit activation button 401 has a sentence 401a prompting the searcher to take a picture of the design body.
  • the search terminal 4 activates the image pickup unit 45 composed of a built-in camera or the like to shift to the image pickup mode.
  • the captured image is transmitted to the management server 3 by the search terminal 4.
  • the image pickup unit activation icon 402 has the same function as the image pickup unit activation button 401 except that it does not have the sentence 401a. That is, when the searcher presses the image pickup unit activation icon 402, the search terminal 4 activates the image pickup unit 45 composed of the built-in camera or the like and shifts to the image pickup mode.
  • FIG. 7B is a screen configuration diagram of the extracted design result display screen 410 displayed on the display unit 44 of the search terminal 4.
  • the extracted design body result display screen 410 has the extracted design body data number display unit 411 showing the number of the extracted design body data 3121 as a result of the image determination and / or the character determination, and the items of the design body data 3121 to be extracted. It is provided with a design body data display unit 412 for displaying the above, and a re-shooting button 413 for activating the image pickup unit 45 included in the search terminal 4.
  • the design body data display unit 412 has display items such as a display design body image set by the display design body image setting unit 203, a store name and a branch name input by the store name input unit 205, and a telephone number input unit 208. It has a telephone number input in, an address input in the address input unit 209, and a link name input in the link name input unit 207 in which the URL link input in the WEB page setting unit 206 is embedded.
  • This link name (URL link) is information content-related data, and the home page on which the link name is selected and displayed is the information content.
  • the WEB page (information content) in the link name (URL link) may be directly displayed without displaying the extracted design result display screen 410.
  • the design body data display unit 412 is displayed vertically side by side from the upper part of the display unit 44 of the search terminal 4 for each design body data 3121 for the plurality of design body data 3121s. .. At this time, it is preferable that the design body data 3121 having the position data closer to the position where the search terminal 4 has taken the image is displayed on the upper part of the display unit 44.
  • FIG. 7C is a screen configuration diagram of the design body search result screen 420 displayed on the display unit 44 of the search terminal 4.
  • the design body search result screen 420 has a sentence 421 indicating that the design body data 3121 to be extracted as a result of the search is not registered.
  • FIG. 8 is a flowchart at the time of design body data registration by the design body data registration program 310 executed by the control unit 30 of the management server 3.
  • the control unit 30 is set by the design body data 3121 input and set on the design body data registration screen 201 and the design body data search condition registration screen 221 from the design body registration terminal 2, and the judgment body image data addition unit 232. Acquire the determined ready-to-design body image data (step S1).
  • the control unit 30 sets the target range 212 for the design body position data possessed by the acquired design body data 3121 (step S2).
  • the setting of the target range 212 can be set by specifying a radius and setting the area within the radius from the design body position, manually setting the area on the map by the registrant, or already registered. It can be set by an appropriate method such as calling and duplicating the target range 212.
  • the setting of the target range 212 is performed for each design body.
  • the setting of the target range 212 is not limited to this, and the map is divided into a plurality of area groups, and the area of the area group is set as the target range 212 by designating which area group the design body exists in. May be.
  • the area group can be a group divided into a plurality of areas on the map on the earth within a predetermined range.
  • a method for grouping an area group for example, a method of dividing by a range of latitude and longitude, or a method of dividing by an area such as a city or a ward can be used.
  • control unit 30 associates the design body data 3121 with the data of the target range 212 assigned in step S2 and stores it in the design body database 312 (step S3).
  • FIG. 9 is a flowchart of the design body data extraction flow by the design body data extraction program 311 executed by the control unit 30 of the management server 3.
  • the control unit 30 acquires a captured image containing an image of the design body from the search terminal 4 (step S11).
  • the design representing the characters or figures included in the design body is contained in the image by 50% or more, and it is more preferable that all the designs are contained in the image.
  • the control unit 30 acquires the image pickup position information indicating the image pickup position of the search terminal 4 when the search terminal 4 acquires the image capture image (step S12).
  • This imaging position is a position near the position information (position information of the installation position) where the imaged design body is installed.
  • the control unit 30 determines whether or not the image pickup position information acquired in step S12 is within the target range 212 of each design body (step S13). That is, whether or not the installation position of the design body and the imaging position are within the predetermined positional relationship range, whether or not the imaging position is located within the target range 212 set for each design body, or for each design body. Determines if the imaging position is located within the selected area group.
  • the control unit 30 extracts the design body data 3121 having a shooting range determined in step S13 that the imaging position information is within the target range 212 of the design body (step S14). That is, the design body data 3121 of the design body installed within a certain distance range from the imaging position is extracted.
  • This fixed distance range is wider than the imaging distance when an attempt is made to capture the design body with a camera (imaging means) of a mobile terminal such as a smartphone so as to capture the design body at a certain size, and the design has the same shape or appearance. It is set narrower than the distance where the body is installed (for example, narrower than the shortest distance between multiple stores of the same brand where the unified signboard is installed).
  • the control unit 30 recognizes the character string included in the captured image acquired in step S11 by character recognition (OCR). After that, the determination ready design body image 237 included in the design body data extracted in step S14 is collated with the captured image, and the image matching degree is calculated. Further, the determination character string data included in the design body data extracted in step S14 is collated with the character string included in the recognized captured image, and the character string matching degree is calculated (step S15).
  • An appropriate image matching program can be used to calculate the image matching degree, and an appropriate method such as calculating the matching degree by matching the scales and angles of both images as a monochrome binary image can be used. ..
  • the control unit 30 compares the character string matching degree and the image matching degree calculated in step S15 with the character judgment threshold and the image judgment threshold associated with the judgment preparation design body image 237 used for the calculation, and converts the character string matching degree and the image matching degree into the design body data 3121.
  • both matching degrees or one matching degree is a numerical value higher than the threshold value based on the associated determination condition data
  • the corresponding design body data is extracted as matching design body data (step S16).
  • the control unit 30 transmits all of the design body data 3121 extracted in step S16 to the search terminal 4 and displays it on the display unit 44 in the screen configuration of the extracted design body result display screen 410 (step S17).
  • the URL link can be displayed, and the information content can be displayed by selecting the URL link.
  • control unit 30 re-executes the captured image obtained from step S12 to step S17 (step S18).
  • the control unit 30 acquires the design body data 3121 including the design body image data prepared for determination and the position data for the design body to be installed, and further, the captured image containing the design body from the search terminal 4 and the position information of the imaged position. And, from the design body data 3121 having the position data within the predetermined distance range from the position information of the imaging position, the design body data 3121 having the matching or similar judgment body image data by the character judgment or the image judgment is obtained. Extract.
  • the control unit 30 does not need to collate all the registered determination-prepared design body images 237, and the captured image is acquired.
  • the time to extract the design body data can be shortened.
  • the searcher can confirm the design body data 3121 only by acquiring the captured image containing the design body by using the image pickup unit 45 of the search terminal 4, which is easier than the conventional information providing method. You can get information on.
  • the stores can be properly distinguished by the position of the design body, and the image recognition can be used correctly without being confused with other brands. Since it is recognized, it is possible to appropriately respond to the provision of different information content for each store within the brand.
  • control unit 30 acquires the determination character string data as the design body data 3121, recognizes the character string included in the captured image acquired from the search terminal 4, collates it with the determination character string data, and the character strings match or match. Design body data 3121 having similar determination character string data is extracted. With this configuration, the target design body data 3121 can be extracted more reliably than the determination by image recognition, and the searcher can more reliably obtain information about the captured design body.
  • the design body data search condition registration screen 221 has a determination condition selection unit 222 that accepts selection of whether the determination condition is AND or OR, and a usage determination that accepts selection of the determination condition to be used from image determination and character determination. It has a setting unit 223.
  • the registrant of the design body data 3121 can set the condition for extracting the design body data 3121 according to the search condition desired to be extracted according to the design of the design body to be registered. As a result, it is possible to appropriately recognize various design bodies by setting judgment conditions for increasing the recognition accuracy for each design body by making full use of character judgment and image judgment.
  • the design body data 3121 is within the range including the installation position where the design body is installed, and within what range the position captured by the captured image is from the installation position, the search can be hit (extracted). It has a target range data indicating a target range 212 that determines (whether it is possible). Then, the control unit 30 extracts all the design body data 3121 having the target range 212 including the image pickup position of the acquired image, and executes character determination and image determination on the extracted design body data 3121. With this configuration, it is possible to limit the image data of the judgment-prepared body to be subjected to the character judgment and the image judgment in advance, and it is possible to shorten the time required for the judgment.
  • This target range 212 is set to a narrow area in the central part of the city where there are many design bodies, and the target range 212 is set wide in the suburbs where there are few design bodies, or by setting an arbitrary range for each design body, which target range is used. Even if it is 212, it is possible to quickly and surely recognize the design body and display the information content with an appropriate amount of data.
  • the design body data 3121 may have area group data indicating which of the preset area groups the design body belongs to.
  • the design body data 3121 has threshold data indicating a threshold of similarity which is a judgment standard in image judgment and character judgment, and the control unit 30 collates the judgment preparation design body image 237 with the captured image and images.
  • the degree of matching is calculated, and the character string matching degree is calculated by collating the judgment character string data included in the design body data with the character string included in the recognized image.
  • the registrant can determine in detail the boundary line from which the design body data 3121 is to be extracted.
  • the extracted design body result display screen 410 includes a URL link for accessing the WEB page related to the design body preset in the WEB page setting unit 206 as a display item of the design body data display unit 412.
  • the searcher can obtain more detailed information about the store in which the design body displayed as the extraction result is installed by accessing the WEB page of the URL link destination if desired.
  • the character string threshold and the image threshold can be set for each design body and the determination condition can be set for each design body, it is possible to perform recognition of various design bodies in a form suitable for the design body. ..
  • the storage means in the present invention corresponds to the design body database 312 possessed by the storage unit 31 of the management server 3, and the same applies hereinafter.
  • the captured image acquisition means corresponds to the control unit 30 that executes step S11, and corresponds to the control unit 30.
  • the imaging position information acquisition means corresponds to the control unit 30 that executes step S12, and corresponds to the control unit 30.
  • the in-range design body data extraction means corresponds to the control unit 30 that executes step S14, and corresponds to the control unit 30.
  • the matching design body data extraction means corresponds to the control unit 30 that executes step S16, and corresponds to the control unit 30.
  • the information display means corresponds to the control unit 30 that executes step S17 and the display unit 44 of the search terminal 4.
  • the character recognition means corresponds to the control unit 30 that executes step S15, and corresponds to the control unit 30.
  • the position dividing means corresponds to the control unit 30 that executes step S2, but The present invention is not limited to this embodiment and can be
  • the present invention is not limited to the configuration of the above-described embodiment, and many embodiments can be obtained.
  • the control unit 30 of the management server 3 performs character determination and image determination, but the control unit 30 connects to the determination server connected to the Internet 5 with determination conditions, determination image data, and determination.
  • the captured image may be transmitted, the determination server may perform each determination, and the determination result may be transmitted to the management server 3. Even with such a configuration, the same effect as that of the above-described embodiment can be obtained.
  • the extraction design body result display screen 410 including the design body data display unit 412 is displayed as the extraction result, but the WEB page relating to the design body preset by the WEB page setting unit 206 is displayed. It may be directly accessed and displayed.
  • the design body search screen 400 may display a map 210 around the current location. In this case, it is advisable to indicate the position where the design body is installed on the surrounding map. As a result, the user can recognize the presence or absence of the design body on the map, and it can be used for the opportunity of shooting, the determination of the shooting direction, and the like, and it is also possible to encourage the user to search for the design body and encourage the use.
  • height information such as the number of floors of the building and the height above ground or underground may be displayed so as to be recognizable. In this case, even if the design body is not found indoors, it is possible to recognize at which height (floor) the design body exists, and it is possible to move to that height (floor) and take an image of the design body.
  • the design body recognition information providing system 1 may provide the search terminal 4 with a maintenance mode.
  • the search terminal 4 may be configured to be able to transmit the captured image captured by the imaging unit 45, the position information, and an appropriate message to the management server 3.
  • the management server 3 may be provided with a function of notifying the management server 3 of an abnormality such as a part of the design body shown in the captured image being turned off. In this case, the necessity of maintenance such as repair can be grasped from the captured image captured by the user.
  • the present invention can be used in the industry of a design body recognition information providing system that performs image recognition of an captured design body image and provides specific information.
  • Design body recognition information providing system 2 ...
  • Design body registration terminal 3 ...
  • Management server 4 ...
  • Search terminal 5 ... Internet 30 .
  • Control unit 31 ...
  • Storage unit 44 ...
  • Display unit 45 ... Imaging unit 312 ...
  • Design body database 3121 Design body Data 201 ...
  • Design body data registration screen 221 ...
  • Design body data search condition registration screen 231 ...
  • Judgment ready Takumi image 241 ...

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Library & Information Science (AREA)
  • Mathematical Physics (AREA)
  • Remote Sensing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Image Analysis (AREA)

Abstract

Provided is a designed article recognition information providing system that enables a customer to easily acquire information content in a short time. A designed article recognition information providing system 1 is provided with: a control unit 30 that executes steps S11, S12 for acquiring a captured image in which at least a part of a designed article is included in one captured image and imaging position information indicating an imaging position at which the captured image is captured, step S14 for extracting designed article data having a predetermined position relationship range between the imaging position of the captured image and designed article position data, and step S16 for extracting designed article data having designed article image data matching with or similar to said designed article image data in terms of a design and/or an entire image; and a display unit 44 for a search terminal 4 and the control unit 30, for executing step S17 for displaying a home page associated in advance with the designed article data extracted by a match designed article data extraction means or at least one data item included in said designed article data.

Description

意匠体認識情報提供システム、意匠体認識情報提供方法、および意匠体認識情報提供プログラムDesign body recognition information provision system, design body recognition information provision method, and design body recognition information provision program

 この発明は、撮像した意匠体画像の画像認識を実施して特定の情報を提供する意匠体認識情報提供システム、意匠体認識情報提供方法、および意匠体認識情報提供プログラムに関する。 The present invention relates to a design body recognition information providing system that performs image recognition of an captured design body image and provides specific information, a design body recognition information providing method, and a design body recognition information providing program.

 従来、特定の商品やサービスを提供する店舗について、店舗までの経路や取り扱っている商品またはサービスといった情報を得ようとする場合、顧客が所有する端末を使用してインターネット上に開設された該当店舗のホームページにアクセスする方法が用いられてきた。 Conventionally, when trying to obtain information such as the route to the store and the products or services handled by the store that provides a specific product or service, the corresponding store opened on the Internet using a terminal owned by the customer. The method of accessing the homepage of is used.

 このようなホームページへのアクセス手順を簡略化するため、種々の方法が提案されている。 Various methods have been proposed to simplify the procedure for accessing such a homepage.

 例えば、顧客が所有する端末を用いて、タグ識別情報を格納した二次元コードを読み取ることで、顧客に対して二次元コードに対応した店舗情報を提供する方法が提案されている。(特許文献1参照) For example, a method has been proposed in which a customer is provided with store information corresponding to the two-dimensional code by reading the two-dimensional code storing the tag identification information using a terminal owned by the customer. (See Patent Document 1)

 また、撮像した方向あるいは角度あるいは方角を特定し、撮像した画像データに写された物体(例えば、ランドマークとなるような建造物である外界構造物)を画像認識によって識別し、その物体に関連する情報を提示する方法も提案されている。(特許文献2参照) In addition, the direction, angle, or direction of the image is specified, and the object (for example, an external structure that is a building that becomes a landmark) reflected in the captured image data is identified by image recognition and related to the object. A method of presenting information to be done is also proposed. (See Patent Document 2)

 しかし、顧客が端末を使用して該当店舗の検索を行う場合は、検索ワード等の条件を設定しなければならず手間がかかり、さらに検索ワードの絞り込みが不十分だった場合には多くの検索結果から該当店舗のホームページを探さなければならず手間がかかるという問題があった。また、二次元コードを使用する方法は、あらかじめ情報を格納した二次元コードを作成して店舗内または店舗外の広告看板に記載する必要があり、見た目の美しさに影響を与えるという問題もあった。さらに、単に撮像した画像について画像認識を使用する方法は、撮影する位置や方向や距離や周囲の様子の変化等による影響を受けやすく対象とできる問題もあった。 However, when a customer searches for a store using a terminal, it takes time and effort to set conditions such as search words, and if the search words are not sufficiently narrowed down, many searches are performed. There was a problem that it took time and effort to search the homepage of the relevant store from the results. In addition, the method of using a two-dimensional code requires creating a two-dimensional code that stores information in advance and writing it on the advertising signboard inside or outside the store, which has the problem of affecting the beauty of the appearance. rice field. Further, the method of simply using image recognition for a captured image has a problem that it can be easily affected by changes in the shooting position, direction, distance, and surrounding conditions.

特開2014-44642号公報Japanese Unexamined Patent Publication No. 2014-44442 特開2009-251774公報JP-A-2009-251774

 この発明は、上述の問題に鑑みて、顧客が短時間で容易に情報コンテンツを取得することができる意匠体認識情報提供システムを提供することを目的とする。 In view of the above problems, it is an object of the present invention to provide a design body recognition information providing system that allows a customer to easily acquire information contents in a short time.

 この発明は、文字または図形を表す意匠を有する意匠体の少なくとも一部を撮像した意匠体画像である意匠体画像データと、前記意匠体が設置されている設置位置を示す意匠体位置データと、情報コンテンツを表示するための情報コンテンツ関連データとを関連付けた意匠体データを記憶する記憶手段と、前記意匠体の少なくとも一部を一つの撮像画像の内に収めた撮像画像データを取得する撮像画像取得手段と、前記撮像画像を撮像した撮像位置を示す撮像位置情報を取得する撮像位置情報取得手段と、前記意匠体位置データの前記設置位置と前記撮像位置とが所定の位置関係範囲内にある前記意匠体データを抽出する範囲内意匠体データ抽出手段と、前記範囲内意匠体データ抽出手段によって抽出した前記意匠体データのうち前記撮像画像における前記意匠および/または全体画像が一致または類似する前記意匠体画像データを有する前記意匠体データを抽出する一致意匠体データ抽出手段と、前記一致意匠体データ抽出手段によって抽出した前記意匠体データが有する前記情報コンテンツ関連データに基づく前記情報コンテンツを表示する情報表示手段とを備えた意匠体認識情報提供システムであることを特徴とする。 INDUSTRIAL APPLICABILITY The present invention includes design body image data which is a design body image in which at least a part of a design body having a design representing a character or a figure is imaged, and design body position data indicating an installation position where the design body is installed. A storage means for storing design body data associated with information content-related data for displaying information content, and a captured image for acquiring captured image data in which at least a part of the design body is contained in one captured image. The acquisition means, the imaging position information acquisition means for acquiring the imaging position information indicating the imaging position where the captured image is captured, and the installation position and the imaging position of the design body position data are within a predetermined positional relationship range. The design and / or the entire image in the captured image of the design body data extracted by the in-range design body data extraction means for extracting the design body data and the in-range design body data extraction means match or are similar to each other. The matching design body data extracting means for extracting the design body data having the design body image data and the information content based on the information content-related data possessed by the design body data extracted by the matching design body data extracting means are displayed. It is characterized by being a design body recognition information providing system equipped with an information display means.

 この発明により、顧客が短時間で容易に情報コンテンツを取得することができる意匠体認識情報提供システムを提供することができる。 According to the present invention, it is possible to provide a design body recognition information providing system that allows a customer to easily acquire information contents in a short time.

意匠体認識情報提供システムのシステム構成図。System configuration diagram of the design body recognition information provision system. 意匠体データのデータ構成図。Data structure diagram of design body data. 意匠体データ登録画面の画面構成図。Screen configuration diagram of the design body data registration screen. 意匠体データ検索条件登録画面の画面構成図。Screen configuration diagram of the design data search condition registration screen. 判定用意匠体画像データ一覧画面の画面構成図。Screen configuration diagram of the judgment body image data list screen. 判定結果ログ画面の画面構成図。Screen configuration diagram of the judgment result log screen. 意匠体検索画面および検索結果画面の画面構成図。Screen configuration diagram of the design body search screen and the search result screen. 意匠体データ登録プログラムによる意匠体データ登録フロー図。Design body data registration flow diagram by design body data registration program. 意匠体データ抽出プログラムによる意匠体データ抽出フロー図。Design body data extraction flow diagram by design body data extraction program.

 以下、この発明の一実施形態を図面と共に説明する。 Hereinafter, an embodiment of the present invention will be described with reference to the drawings.

 図1は、本実施例における意匠体認識情報提供システム1のシステム構成を示すブロック図である。図1に示すように、意匠体認識情報提供システム1は、主に少なくとも文字または意匠を有する意匠体の所有者が使用する意匠体登録端末2と、データを記憶し、記憶されたデータの管理を行う管理サーバ3と、意匠体の検索を希望する顧客が使用する検索端末4とを備えている。意匠体登録端末2と、管理サーバ3と、検索端末4は、インターネット5に接続されている。なお、管理サーバ3と、検索端末4は、コンピュータとして機能する。 FIG. 1 is a block diagram showing a system configuration of the design body recognition information providing system 1 in this embodiment. As shown in FIG. 1, the design body recognition information providing system 1 mainly stores a design body registration terminal 2 used by a design body owner having at least a character or a design, and stores data and manages the stored data. It is provided with a management server 3 for performing the above and a search terminal 4 used by a customer who desires to search for a design body. The design registration terminal 2, the management server 3, and the search terminal 4 are connected to the Internet 5. The management server 3 and the search terminal 4 function as computers.

 意匠体登録端末2は、ハードウェア要素として、CPUとROMとRAM等で構成されて各種演算や制御動作を実行する制御部20と、ハードディスクやフラッシュメモリ等で構成されて情報のリードライトを許容する記憶部21と、LANボードやWiFiユニット等で構成されて有線または無線でインターネット5に接続されてデータの送受信を行う通信部22と、タッチパネル、キーボード、マウス、押下ボタン、又はこれらの複数で構成されて接触操作による入力を受け付ける入力部23と、液晶ディスプレイや有機ELディスプレイ等で構成されて文字や図等の画像を表示する表示部24とを備えている。 The design registration terminal 2 is composed of a control unit 20 which is composed of a CPU, a ROM, a RAM, and the like to execute various calculations and control operations as hardware elements, and is composed of a hard disk, a flash memory, and the like, and allows reading and writing of information. The storage unit 21 is composed of a LAN board, a WiFi unit, etc., and is connected to the Internet 5 by wire or wirelessly to transmit and receive data, and a touch panel, keyboard, mouse, press button, or a plurality of these. It includes an input unit 23 that is configured to receive input by contact operation, and a display unit 24 that is configured to include a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.

 管理サーバ3は、ハードウェア要素として、CPUとROMとRAM等で構成されて各種演算や制御動作を実行する制御部30と、ハードディスクやフラッシュメモリ等で構成されて情報のリードライトを許容する記憶部31と、LANボードやWiFiユニット等で構成されて有線または無線でインターネット5に接続されてデータの送受信を行う通信部32と、タッチパネル、キーボード、マウス、押下ボタン、又はこれらの複数で構成されて接触操作による入力を受け付ける入力部33と、液晶ディスプレイや有機ELディスプレイ等で構成されて文字や図等の画像を表示する表示部34とを備えている。 The management server 3 is composed of a CPU, a ROM, a RAM, and the like as hardware elements to execute various calculations and control operations, and a hard disk, a flash memory, and the like, and is a storage that allows information read / write. It is composed of a unit 31, a communication unit 32 that is composed of a LAN board, a WiFi unit, etc. and is connected to the Internet 5 by wire or wirelessly to send and receive data, and a touch panel, a keyboard, a mouse, a press button, or a plurality of these. It includes an input unit 33 that accepts input by a contact operation, and a display unit 34 that is composed of a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.

 記憶部31には、制御部30によって実行される意匠体データ登録プログラム310と、意匠体データ抽出プログラム311と、意匠体データを記憶する意匠体データベース312が格納されている。 The storage unit 31 stores a design body data registration program 310 executed by the control unit 30, a design body data extraction program 311 and a design body database 312 that stores the design body data.

 検索端末4は、ハードウェア要素として、CPUとROMとRAM等で構成されて各種演算や制御動作を実行する制御部40と、ハードディスクやフラッシュメモリ等で構成されて情報のリードライトを許容する記憶部41と、LANボードやWiFiユニット等で構成されて有線または無線でインターネット5に接続されてデータの送受信を行う通信部42と、タッチパネル、押下ボタン、又はこれらの複数で構成されて接触操作による入力を受け付ける入力部43と、液晶ディスプレイや有機ELディスプレイ等で構成されて文字や図等の画像を表示する表示部44とを備える。 The search terminal 4 is composed of a CPU, a ROM, a RAM, and the like as hardware elements to execute various calculations and control operations, and a hard disk, a flash memory, and the like, and is a storage that allows information read / write. The unit 41 is composed of a LAN board, a WiFi unit, or the like, and is connected to the Internet 5 by wire or wirelessly to transmit / receive data. It includes an input unit 43 that accepts input, and a display unit 44 that is composed of a liquid crystal display, an organic EL display, or the like and displays images such as characters and figures.

 図2は、意匠体データ3121のデータ構成図である。図2に示すように、意匠体データベース312に記憶される意匠体データ3121は、意匠体名称データ、店舗名称データ、電話番号データ、住所データ、意匠体位置データ(意匠体の設置位置の位置データ)、表示用意匠体画像データ、判定用意匠体画像データ、判定条件データ、判定文字列データ(判定文字データの集まり)、文字判定閾値データ、画像判定閾値データ、WEBページ設定データ、および対象範囲データを有する。 FIG. 2 is a data structure diagram of the design body data 3121. As shown in FIG. 2, the design body data 3121 stored in the design body database 312 includes design body name data, store name data, telephone number data, address data, and design body position data (position data of the installation position of the design body). ), Display ready Takumi image data, Judgment ready Takumi image data, Judgment condition data, Judgment character string data (collection of judgment character data), Character judgment threshold data, Image judgment threshold data, WEB page setting data, and target range Have data.

 意匠体名称データは、意匠体の名称を記憶している。
 店舗名称データは、意匠体が設置される店舗の名称を記憶している。
 電話番号データは、意匠体が設置される店舗の電話番号を記憶している。
 住所データは、意匠体が設置される店舗の住所を記憶している。
The design body name data stores the name of the design body.
The store name data stores the name of the store where the design body is installed.
The telephone number data stores the telephone number of the store where the design body is installed.
The address data stores the address of the store where the design body is installed.

 意匠体位置データは、意匠体が設置される位置の緯度・経度を記憶していえる。
 表示用意匠体画像データは、ユーザー等による確認用の意匠体の画像を記憶している。ここで、意匠体とは、ストロークにより文字や図形や模様を表す意匠体であり、いわゆる看板(サイン)として使用されるようなもの(特に識別標識とされるような標章)を指す。具体的には、金属製サイン、LEDサイン、蛍光灯サイン、印刷されたサインなど、文字や図形や模様を表す様々な意匠体が該当する。このような意匠体は、人に明瞭に視認されるように作成されているため、この意匠体を画像認識の対象として設定することで認識精度を高めることができる。
 判定用意匠体画像データは、画像認識によって判定するための意匠体の画像を記憶している。この画像は、1つでも複数でも良い。
The design body position data can be said to store the latitude and longitude of the position where the design body is installed.
The design body image data ready for display stores an image of the design body for confirmation by a user or the like. Here, the design body is a design body that expresses characters, figures, and patterns by strokes, and refers to a design body that is used as a so-called signboard (especially a mark that is regarded as an identification mark). Specifically, various design bodies representing characters, figures and patterns such as metal signs, LED signs, fluorescent light signs, and printed signs are applicable. Since such a design body is created so as to be clearly visible to a person, the recognition accuracy can be improved by setting this design body as a target for image recognition.
The design body image data prepared for determination stores an image of the design body for determination by image recognition. This image may be one or more.

 判定条件データは、文字列判定と画像判定の両方が一致した場合に一致とするANDか、文字列判定と画像判定のどちらか一方が一致した場合に一致とするORかを記憶している。なお、文字列判定と画像判定のどちらかのみを使用するか、どちらか一方が一致であれば一致とするか、あるいは両方が一致であれば一致とするかの条件としてもよい。
 判定文字列データは、文字判定に使用する文字列を記憶しており、一文字単位の判定文字データを文字列分まとめたデータとなっている。
 文字判定閾値データは、文字判定用の一致と判定する閾値を記憶している。
 画像判定閾値データは、画像判定用の一致と判定する閾値を記憶している。この閾値は、撮像画像における意匠および/または全体画像について一致と判定する閾値とすることができる。
The determination condition data stores AND, which is a match when both the character string determination and the image determination match, and OR, which is a match when either the character string determination or the image determination matches. It should be noted that it may be a condition that only one of the character string determination and the image determination is used, if either one matches, the match is made, or if both match, the match is made.
The determination character string data stores a character string used for character determination, and is data obtained by summarizing the determination character data for each character for each character string.
The character determination threshold data stores a threshold value for determining a match for character determination.
The image determination threshold data stores a threshold value for determining a match for image determination. This threshold value can be a threshold value for determining that the design and / or the entire image in the captured image is a match.

 WEBページ設定データは、WEBページのアドレス(URL)を記憶している。
 対象範囲データは、意匠体を検索する撮像手段(カメラ)がどの範囲に存在すればヒットさせるかを示す地図上の範囲を記憶している。この設定範囲は、緯度経度で示される2次元上の1つの閉じた領域であり、円形、四角形、任意の多角形、あるいは線で囲まれた領域など、適宜の領域として設定される。なお、意匠体毎に対象範囲を設定する構成としているが、これにかぎらず、地球の地図上を複数のエリアグループに分割し、どのエリアグループに所属するかを対象範囲データに記憶してもよい。この場合、エリアグループは、地球上の領域を緯度経度の範囲で適宜に分割してあらかじめ設定されている。なお、緯度経度による分割に限らず、都道府県や市町村などの住所単位で分割してもよい。
The WEB page setting data stores the address (URL) of the WEB page.
The target range data stores a range on a map indicating in which range the imaging means (camera) for searching the design body should be present for hitting. This setting range is one closed area on two dimensions indicated by latitude and longitude, and is set as an appropriate area such as a circle, a quadrangle, an arbitrary polygon, or an area surrounded by a line. In addition, although it is configured to set the target range for each design body, it is not limited to this, even if the map of the earth is divided into multiple area groups and which area group belongs to is stored in the target range data. good. In this case, the area group is preset by appropriately dividing the area on the earth within the range of latitude and longitude. The division is not limited to latitude and longitude, and may be divided by address such as prefecture or municipality.

 図3は、意匠体登録端末2の表示部24に表示される意匠体データ登録画面201の画面構成図である。
 意匠体データ登録画面201は、各種画面を読み出す画面呼び出しタブ202と、検索端末4に表示する意匠体画像の指定を受け付ける表示意匠体画像設定部203と、意匠体の名称の入力を受け付ける意匠体名称入力部204と、意匠体が表示する店舗名の入力を受け付ける店舗名入力部205と、意匠体が表示する店舗のホームページにアクセス可能なURLの設定を受け付けるWEBページ設定部206と、WEBページ設定部206において設定したURLリンクを検索端末4に表示する際の表記の入力を受け付けるリンク名入力部207と、意匠体が表示する店舗の連絡先である電話番号の入力を受け付ける電話番号入力部208と、意匠体が表示する店舗の所在地住所の入力を受け付ける住所入力部209と、店舗周辺の地図を示す周辺地図210と、周辺地図210における店舗の所在地を示す店舗所在地ピン211と、店舗所在地ピン211から所定の範囲を示す対象範囲212と、意匠体が表示する店舗の所在地について緯度および経度の形式で入力を受け付ける緯度経度入力部213と、店舗を検索対象とする検索者の検索位置範囲の設定を受け付ける対象範囲設定部214とを備えている。
FIG. 3 is a screen configuration diagram of the design body data registration screen 201 displayed on the display unit 24 of the design body registration terminal 2.
The design body data registration screen 201 has a screen call tab 202 for reading various screens, a display design body image setting unit 203 for accepting designation of a design body image to be displayed on the search terminal 4, and a design body for receiving input of a design body name. The name input unit 204, the store name input unit 205 that accepts the input of the store name displayed by the design body, the WEB page setting unit 206 that accepts the setting of the URL that can access the homepage of the store displayed by the design body, and the WEB page. The link name input unit 207 that accepts the input of the notation when displaying the URL link set in the setting unit 206 on the search terminal 4, and the telephone number input unit that accepts the input of the telephone number that is the contact information of the store displayed by the design body. 208, an address input unit 209 that accepts input of the location address of the store displayed by the design body, a peripheral map 210 showing a map around the store, a store location pin 211 indicating the location of the store in the peripheral map 210, and a store location. The target range 212 indicating a predetermined range from the pin 211, the latitude / longitude input unit 213 that accepts input in the form of latitude and longitude for the location of the store displayed by the design, and the search position range of the searcher who searches the store. It is provided with a target range setting unit 214 that accepts the setting of.

 なお、周辺地図210を表示する際、撮像が多く行われている位置、意匠体が設定されている位置、エラーの発生回数が多い位置、またはこれらの複数をそれぞれ異なる種類のマークで表示する。この場合、撮像が行われた位置、意匠体が設定されている位置、エラーの発生回数が多い位置をそれぞれ管理サーバ3の記憶部31に記憶しておき、表示している周辺地図210上に該当するものがあればマークを表示すればよい。異なる種類のマークは、例えば色の違い、形の違い、もしくはこの両方の違いによって異なる種類とすればよい。また、建物内の階数や、地上か地下か等、高さのわかる高さ情報も表示してもよい。これにより、対象範囲212を広くするか狭くするか等の参考にすることができる。 When displaying the peripheral map 210, the position where many images are taken, the position where the design body is set, the position where the number of errors occurs frequently, or a plurality of these are displayed with different types of marks. In this case, the position where the image was taken, the position where the design body is set, and the position where the number of errors occur frequently are stored in the storage unit 31 of the management server 3, and are displayed on the peripheral map 210. If there is a corresponding item, the mark may be displayed. Different types of marks may be of different types, for example, due to differences in color, shape, or both. In addition, height information such as the number of floors in the building and whether it is above ground or underground may be displayed. Thereby, it is possible to refer to whether the target range 212 is widened or narrowed.

 本実施例の意匠体データ登録画面201は、インターネット5を通じてWEBページ上で公開および各意匠体データ入力を受け付ける構成である。意匠体データを登録する登録者は、意匠体登録端末2を使用し、インターネット5を通じて意匠体データ登録画面201を表示するWEBページにアクセスする。このとき、登録者はあらかじめ意匠体データ登録機能を使用するためのアカウントを取得するか、はじめて意匠体データ登録画面201を表示するWEBページにアクセスした際にアカウントを作成し、ログインを行う。ログインを行った登録者は、画面呼び出しタブ202から意匠体データ登録画面201を呼び出すことができる。 The design body data registration screen 201 of this embodiment is configured to be published on the WEB page and to accept each design body data input via the Internet 5. The registrant who registers the design body data uses the design body registration terminal 2 to access the WEB page displaying the design body data registration screen 201 through the Internet 5. At this time, the registrant acquires an account for using the design body data registration function in advance, or creates an account and logs in when he / she first accesses the WEB page displaying the design body data registration screen 201. The logged-in registrant can call the design body data registration screen 201 from the screen call tab 202.

 画面呼び出しタブ202は、入力および選択を受け付けることで受け付けた入力および選択項目に応じて意匠体登録端末2の表示部24に各種画面を表示させる。各種画面とは、例えば意匠体データ登録画面201であったり、登録した意匠体データの一覧表示画面であったり、登録者の情報であるユーザー情報画面であったり、画像認識を行った際の判定結果一覧画面である。 The screen call tab 202 causes the display unit 24 of the design body registration terminal 2 to display various screens according to the input and selection items received by accepting the input and selection. The various screens are, for example, a design body data registration screen 201, a registered design body data list display screen, a user information screen which is registrant information, and a determination when image recognition is performed. This is the result list screen.

 表示意匠体画像設定部203は、抽出結果として検索端末4に表示する表示意匠体画像の設定を受け付ける。表示意匠体画像の設定方法としては、例えば意匠体登録端末2の記憶部21に記憶されている画像を読み込むことで設定される。表示意匠体画像は、意匠体および意匠体を設置した店舗の外観を確認できる画像とすることが好ましい。 The display design body image setting unit 203 accepts the setting of the display design body image to be displayed on the search terminal 4 as the extraction result. As a method of setting the display design body image, for example, it is set by reading the image stored in the storage unit 21 of the design body registration terminal 2. The display design body image is preferably an image that can confirm the appearance of the design body and the store in which the design body is installed.

 意匠体名称入力部204は、登録者が登録した意匠体データ3121の名称である意匠体名称の入力を受け付ける。 The design body name input unit 204 accepts the input of the design body name which is the name of the design body data 3121 registered by the registrant.

 店舗名入力部205は、抽出結果として検索端末4に表示する店舗名の入力を受け付ける。すなわち、ここで設定される店舗名は、検索者が一見して容易に店舗を判別できる店舗名とすることが好ましい。また、全国にチェーン展開している店舗等、複数の支店を所有する場合は店舗名に加えて登録しようとしている意匠体が設置されている支店名の入力を受け付けることができる。 The store name input unit 205 accepts the input of the store name to be displayed on the search terminal 4 as the extraction result. That is, it is preferable that the store name set here is a store name that allows the searcher to easily identify the store at a glance. In addition, if you own multiple branches such as stores that are chained all over the country, you can accept the input of the branch name where the design you are trying to register is installed in addition to the store name.

 WEBページ設定部206は、抽出結果として検索端末4に表示する特定のWEBページへ誘導するためのURLリンクの設定を受け付ける。すなわち、ここで設定されるURLリンクは、店舗名入力部205で受け付けた店舗が管理するホームページへのアクセス誘導リンクや店舗紹介動画の配信を行っている配信サイトページへのアクセス誘導リンクといった、当該店舗に関係するWEBページへ誘導するためのURLリンクである。 The WEB page setting unit 206 accepts the setting of the URL link for guiding to a specific WEB page to be displayed on the search terminal 4 as the extraction result. That is, the URL link set here is the access guidance link to the homepage managed by the store received by the store name input unit 205 or the access guidance link to the distribution site page that distributes the store introduction video. This is a URL link to lead to a WEB page related to the store.

 リンク名入力部207は、WEBページ設定部206を検索端末4に表示する際、URLの文字羅列に置換してハイパーリンクとして表示する際の表示名であるリンク名の入力を受け付ける。 When displaying the WEB page setting unit 206 on the search terminal 4, the link name input unit 207 accepts the input of the link name which is the display name when the WEB page setting unit 206 is replaced with the character string of the URL and displayed as a hyperlink.

 周辺地図210は、店舗の周辺地図210を表示する。このとき、店舗の所在地の指定を店舗所在地ピン211についてドラッグといった画面上の点を移動させる手段を用いて店舗所在地の設定を受け付ける。また、対象範囲212は、対象範囲設定部214で設定された店舗所在地ピン211からの所定の範囲を、店舗所在地ピン211を中心とした円形で示す。なお、店舗所在地ピン211は、住所入力部209で入力された住所に基づいて自動で設定されてもよい。 The surrounding map 210 displays the peripheral map 210 of the store. At this time, the setting of the store location is accepted by using a means for moving a point on the screen such as dragging the designation of the store location with respect to the store location pin 211. Further, the target range 212 indicates a predetermined range from the store location pin 211 set by the target range setting unit 214 in a circle centered on the store location pin 211. The store location pin 211 may be automatically set based on the address input by the address input unit 209.

 緯度経度入力部213は、意匠体の位置について緯度および経度での入力を受け付ける。緯度経度入力部213で受け付ける緯度および経度は、意匠体の位置(店舗の所在地)をより明らかとすることから小数点以下第六位まで入力を受け付けることが好ましい。なお、緯度経度入力部213は、住所入力部209で住所が入力されるとその住所の緯度経度が自動的に入力される。 The latitude / longitude input unit 213 accepts input in latitude and longitude for the position of the design body. As for the latitude and longitude received by the latitude / longitude input unit 213, it is preferable to accept input up to the sixth decimal place because the position of the design body (location of the store) is made clearer. The latitude / longitude input unit 213 automatically inputs the latitude / longitude of the address when the address is input by the address input unit 209.

 対象範囲設定部214は、登録する意匠体が検索対象となるための検索端末4の位置範囲の設定(すなわち、その意匠体を検索できる検索端末4の位置範囲)を、意匠体の位置(緯度経度)からの半径距離の設定により受け付ける。対象範囲は、意匠体の位置を中心とした円の半径として設定する。受け付けた対象範囲は、周辺地図210上において対象範囲212として反映される。 The target range setting unit 214 sets the position range of the search terminal 4 for the registered design body to be the search target (that is, the position range of the search terminal 4 capable of searching the design body) at the position (latitude) of the design body. Accept by setting the radius distance from (longitude). The target range is set as the radius of the circle centered on the position of the design body. The accepted target range is reflected as the target range 212 on the surrounding map 210.

 なお、対象範囲設定部214による位置範囲の設定は、半径距離による設定に限らず、2次元地図上で任意形状の1つの閉じた領域を登録者が指定して設定される構成であってもよい。この場合、登録者が2次元地図上で位置を指定する毎に、1つ前に指定された位置から今回指定された位置までの直線を描き最初に指定された位置が再度指定された際に、それまで点を線で繋ぐようにして描かれた領域が閉じ、1つの対象範囲212が完成する。なお、点を繋ぐ線は直線とすることが好ましいが、曲線としてもよい。この設定を行う処理を実行する意匠体登録端末2の制御部20は、対象範囲設定手段として機能する。 The position range setting by the target range setting unit 214 is not limited to the setting based on the radial distance, and may be set by the registrant by designating one closed area of an arbitrary shape on the two-dimensional map. good. In this case, every time the registrant specifies a position on the 2D map, a straight line is drawn from the position specified immediately before to the position specified this time, and when the position specified first is specified again. , The area drawn so as to connect the points with a line is closed, and one target range 212 is completed. The line connecting the points is preferably a straight line, but may be a curved line. The control unit 20 of the design body registration terminal 2 that executes the process of performing this setting functions as a target range setting means.

 図4は、意匠体登録端末2の表示部24に表示される意匠体データ検索条件登録画面221の画面構成図である。
 意匠体データ検索条件登録画面221は、判定条件をANDとするかORとするかの選択を受け付ける判定条件選択部222と、認識に使用する対象を文字および/または画像の中から設定を受け付ける使用判定設定部223と、文字による判定を行う際に使用する文字列の入力を受け付ける判定文字列入力部224と、文字による判定の結果、入力中の意匠体データを抽出対象とするために必要な一致度の閾値入力を受け付ける文字判定閾値入力部225と、画像による判定の結果、入力中の意匠体データを抽出対象とするために必要な一致度の閾値入力を受け付ける画像判定閾値入力部226と、入力中の意匠体データについて特筆すべき事柄の入力を受け付ける備考入力部227と、意匠体データ登録画面201および意匠体データ検索条件登録画面221で入力および設定した項目を保存する保存ボタン228と、意匠体データ登録画面201および意匠体データ検索条件登録画面221で入力および設定した項目をキャンセルするキャンセルボタン229とを備えている。
FIG. 4 is a screen configuration diagram of the design body data search condition registration screen 221 displayed on the display unit 24 of the design body registration terminal 2.
The design data search condition registration screen 221 has a judgment condition selection unit 222 that accepts selection of whether the judgment condition is AND or OR, and a use that accepts a setting of a target to be used for recognition from characters and / or images. Judgment setting unit 223, judgment character string input unit 224 that accepts input of character string used when making judgment by character, and design body data being input as a result of judgment by character are required to be extracted. A character determination threshold input unit 225 that accepts a matching degree threshold input, and an image determination threshold input unit 226 that accepts a matching degree threshold input necessary for extracting design data being input as a result of image determination. , Remarks input unit 227 that accepts the input of special matters about the design body data being input, and save button 228 that saves the items input and set on the design body data registration screen 201 and the design body data search condition registration screen 221. , The design body data registration screen 201 and the cancel button 229 for canceling the items input and set on the design body data search condition registration screen 221 are provided.

 判定条件選択部222は、画像判定結果および文字判定結果について、一つの撮像画像(撮像画像データ)に基づいたそれぞれの判定結果が、どちらも抽出対象となったとき(一致と判定されたとき)に意匠体データを抽出する(AND)か、どちらかが抽出対象となったときに意匠体データを抽出する(OR)かの選択を受け付ける。 The determination condition selection unit 222 determines that the image determination result and the character determination result are both extraction targets based on one captured image (captured image data) (when they are determined to match). Accepts the selection of whether to extract the design body data (AND) or to extract the design body data when either one is the extraction target (OR).

 使用判定設定部223は、判定に使用する項目について画像認識および/または文字認識から選択を受け付ける。画像認識とは、例えば撮像した一つの撮像画像(撮像画像データ)と登録されている判定用意匠体画像237とを照合して、一致度が一定以上である場合は判定用意匠体画像237に関連付けられた意匠体データを抽出する認識方法である。文字認識とは、例えば撮像した一つの撮像画像に含まれる文字を識別し、登録されている判定文字列と照合して、一致度が一定以上である判定文字列に関連付けられた意匠体データを抽出する認識方法である。 The usage determination setting unit 223 accepts selection from image recognition and / or character recognition for items used for determination. The image recognition means, for example, collating one captured image (captured image data) with the registered determination ready design body image 237, and if the degree of matching is equal to or higher than a certain level, the determination ready design body image 237 is used. It is a recognition method to extract the associated design body data. Character recognition is, for example, identifying characters included in one captured image, collating them with a registered judgment character string, and performing design body data associated with a judgment character string having a certain degree of matching or more. It is a recognition method to extract.

 判定文字列入力部224は、文字判定に使用する文字列の入力を一つ以上受け付ける。文字列が複数登録された意匠体データは、複数の文字列のいずれかにおいて抽出対象と判定された場合に当該意匠体データが抽出対象となる。すなわち、抽出される機会が多くなる。 The judgment character string input unit 224 accepts one or more input of a character string used for character judgment. In the design body data in which a plurality of character strings are registered, the design body data is the extraction target when it is determined to be the extraction target in any one of the plurality of character strings. That is, there are many opportunities to be extracted.

 文字判定閾値入力部225は、入力中の意匠体データを抽出対象の判定とする閾値となる、撮像画像に含まれる文字列と判定文字246との一致度について、パーセントの単位で0以上100以下の数値入力を受け付ける。すなわち、撮像画像に含まれると認識した文字列と判定文字列入力部224で受け付けた文字列とを照合した際に、一致度がここで入力された数値以上であった場合、入力中の意匠体データが抽出される。 The character determination threshold input unit 225 has a degree of coincidence between the character string included in the captured image and the determination character 246, which is a threshold for determining the design body data being input to be the determination target, from 0 to 100 in percentage units. Accepts numerical input of. That is, when the character string recognized to be included in the captured image and the character string received by the determination character string input unit 224 are collated, if the degree of matching is equal to or higher than the numerical value input here, the design being input is being input. Body data is extracted.

 画像判定閾値入力部226は、入力中の意匠体データを抽出対象の判定とする閾値となる、撮像画像と判定用意匠体画像237との一致度について、パーセントの単位で0以上100以下の数値入力を受け付ける。すなわち、撮像画像と判定用意匠体画像237とを照合した際に、一致度がここで入力された数値以上であった場合、入力中の意匠体データが抽出される。なお、この画像判定閾値入力部226は、2つとするなど複数に設定することもできる。この場合、画像判定用の画像認識エンジンを複数種類搭載し、その種類の数だけ画像判定閾値249aを記憶する構成とすればよい。また、この場合、どの画像認識エンジンを使用するか、あるいは複数の画像認識エンジンを使用するかの選択を判定条件選択部222に追加するとよい。このようにした場合は、意匠体によって、その意匠体の画像認識に適した画像認識エンジンを使用することができる。実際の検索時には、全ての画像認識エンジンで画像認識を実施し、意匠体毎に設定されている画像認識エンジンや文字認識での閾値を超えていれば一致と判定して抽出することで、タイムラグなくその意匠体に適した判定方法で一致と判定して抽出できる。 The image judgment threshold input unit 226 is a numerical value of 0 or more and 100 or less in the unit of percentage with respect to the degree of coincidence between the captured image and the design preparation image 237, which is a threshold for determining the design body data being input. Accept input. That is, when the captured image and the determination ready design body image 237 are collated, if the degree of matching is equal to or higher than the numerical value input here, the design body data being input is extracted. It should be noted that the image determination threshold value input unit 226 can be set to a plurality of units, such as two. In this case, a plurality of types of image recognition engines for image determination may be mounted, and the image determination threshold value 249a may be stored as many as the number of the types. Further, in this case, it is advisable to add to the determination condition selection unit 222 the selection of which image recognition engine to use or whether to use a plurality of image recognition engines. In this case, depending on the design body, an image recognition engine suitable for image recognition of the design body can be used. At the time of actual search, image recognition is performed by all image recognition engines, and if it exceeds the threshold in the image recognition engine or character recognition set for each design body, it is judged as a match and extracted, resulting in a time lag. It can be determined and extracted as a match by a determination method suitable for the design body.

 備考入力部227は、入力中の意匠体データに関するメモの入力を受け付ける。受け付けた備考の入力内容は、意匠体データが詳細に表示された場合に表示される。 Remarks Input unit 227 accepts input of memos related to the design body data being input. The input contents of the accepted remarks are displayed when the design body data is displayed in detail.

 保存ボタン228の押下を受け付けると、意匠体登録端末2は入力された各入力項目のデータを関連付けて意匠体データ3141とし、管理サーバ3に送信する。 Upon receiving the press of the save button 228, the design body registration terminal 2 associates the input data of each input item into the design body data 3141 and sends it to the management server 3.

 図5は、意匠体登録端末2の表示部24に表示される判定用意匠体画像データ一覧画面231の画面構成図である。
 判定用意匠体画像データ一覧画面231は、登録済みの意匠体データの一覧画面から一つの意匠体データについて登録されている判定用意匠体画像237の一覧を表示させる入力を受け付けることで表示される。判定用意匠体画像データ一覧画面231は、判定用意匠体画像データ追加部232と、判定用意匠体画像データ削除部233と、判定用意匠体画像データ詳細表示部234とを備えている。
FIG. 5 is a screen configuration diagram of the determination ready design body image data list screen 231 displayed on the display unit 24 of the design body registration terminal 2.
The judgment-prepared design body image data list screen 231 is displayed by accepting an input for displaying a list of judgment-ready design body images 237 registered for one design body data from the registered design body data list screen. .. The determination-prepared takumi image data list screen 231 includes a determination-prepared takumi image data addition unit 232, a determination-prepared takumi image data deletion unit 233, and a determination-ready takumi image data detailed display unit 234.

 判定用意匠体画像データ追加部232は、文字判定または画像判定を行う際に使用する判定用意匠体画像237の設定を受け付ける。設定された判定用意匠体画像データは、意匠体データ3121として各データと関連付けられて記憶されている。判定用意匠体画像237の設定方法としては、例えば意匠体登録端末2の記憶部21に記憶されている画像を読み込むことで設定される。このとき、意匠体を様々な角度から撮影した複数の判定用意匠体画像237を判定用意匠体画像データとして登録しておくことが好ましい。また、判定用意匠体画像237は意匠体に含まれる文字または図形を表す意匠が画像内に50%以上収まっていることが好ましく、意匠すべてが画像内に収まっていることがより好ましい。画像判定においては、全ての判定用意匠体画像データをユーザによる撮像画像と画像比較して最も一致度が高いものを判定結果として採用すると良い。 Judgment preparation Takumi image data addition unit 232 accepts the setting of the judgment preparation Takumi image 237 used when performing character determination or image determination. The set determination-ready design body image data is stored as design body data 3121 in association with each data. As a method of setting the determination body image 237, for example, it is set by reading the image stored in the storage unit 21 of the design body registration terminal 2. At this time, it is preferable to register a plurality of determination-prepared design body images 237 obtained by photographing the design body from various angles as the determination-prepared design body image data. Further, in the determination ready design body image 237, it is preferable that the design representing the character or the figure included in the design body is contained in the image by 50% or more, and it is more preferable that all the designs are contained in the image. In the image determination, it is preferable to compare all the image data prepared for the determination with the image captured by the user and adopt the one having the highest degree of matching as the determination result.

 判定用意匠体画像データ詳細表示部234は、入力項目として選択チェック部235を備え、表示項目として画像ID236と、意匠体画像を表示する判定用意匠体画像237と、意匠体画像を登録した日付である判定用意匠体画像登録日238とを有する。 The judgment-prepared design body image data detail display unit 234 includes a selection check unit 235 as an input item, an image ID 236 as a display item, a judgment-prepared design body image 237 for displaying the design body image, and a date when the design body image is registered. It has a determination preparation image registration date 238.

 判定用意匠体画像データ削除部233は、クリック等で選択されることによって選択チェック部235でチェックされた判定用意匠体画像データを消去する。 The judgment-prepared design body image data deletion unit 233 deletes the judgment-ready design body image data checked by the selection check unit 235 by being selected by clicking or the like.

 図6は、判定結果ログ画面241の画面構成図である。
 判定結果ログ画面241は、判定結果ログの選択を受け付ける判定結果ログ選択チェック部242と、判定した写真である撮像写真243と、写真を撮像した位置(緯度経度、あるいは住所)を地図上で表示する撮像位置表示244と、判定に要した時間である判定時間245と、写真に含まれる文字として認識し判定に使用した判定文字246と、判定結果247と、抽出された意匠体データである抽出意匠体データ248と、画像認識の詳細な判定結果を示す画像認識結果249と、文字認識の詳細な判定結果を示す文字認識結果250とを備えている。
FIG. 6 is a screen configuration diagram of the determination result log screen 241.
The judgment result log screen 241 displays on the map the judgment result log selection check unit 242 that accepts the selection of the judgment result log, the captured photograph 243 that is the determined photograph, and the position (latitude / longitude or address) where the photograph was taken. The image pickup position display 244, the judgment time 245, which is the time required for the judgment, the judgment character 246 recognized as a character included in the photograph and used for the judgment, the judgment result 247, and the extracted design body data. It includes a design body data 248, an image recognition result 249 showing a detailed determination result of image recognition, and a character recognition result 250 showing a detailed determination result of character recognition.

 判定文字246は、判定に使用した撮像写真243に含まれていた文字列、すなわち文字認識(OCR)により認識した文字列を表示する。また、詳細表示リンクアクセスを受け付けることで認識した文字が撮像写真243のどの部位に写っているかを詳細に表示する。この例では、第1文字列「DAIKAN」と第2文字列「AIKAN」の2つの文字列が認識されている。このようにして複数の文字列が認識されている場合は、登録されている文字列と一致するかどうかを全ての文字列と比較し、最も高かった一致度を判定結果として使用する。 The determination character 246 displays a character string included in the captured photograph 243 used for the determination, that is, a character string recognized by character recognition (OCR). In addition, it displays in detail which part of the captured photograph 243 the characters recognized by accepting the detailed display link access are captured. In this example, two character strings, the first character string "DAIKAN" and the second character string "AIKAN", are recognized. When a plurality of character strings are recognized in this way, whether or not they match the registered character strings is compared with all the character strings, and the highest degree of matching is used as the determination result.

 判定結果247は、総合判定結果247aと、画像判定結果247bと、文字判定結果247cとを有する。 The determination result 247 has a comprehensive determination result 247a, an image determination result 247b, and a character determination result 247c.

 画像判定結果247bは、画像認識結果249に基づいて最終的な画像判定の結果を表示する。すなわち、画像判定閾値入力部226で入力された画像判定閾値249aの数値より、撮像写真243の判定用意匠体画像237に対する一致度の数値が高ければ抽出対象となり「OK」と表示する。 The image determination result 247b displays the final image determination result based on the image recognition result 249. That is, if the numerical value of the degree of coincidence with the judgment-prepared design body image 237 of the captured photograph 243 is higher than the numerical value of the image judgment threshold value 249a input by the image judgment threshold value input unit 226, it is an extraction target and is displayed as "OK".

 文字判定結果247cは、文字認識結果250に基づいて最終的な文字判定の結果を表示する。すなわち、文字判定閾値入力部225で入力された文字判定閾値の数値より、判定文字246の判定文字列入力部224に対する一致度の数値が高ければ抽出対象となり「OK」と表示する。 The character determination result 247c displays the final character determination result based on the character recognition result 250. That is, if the numerical value of the degree of matching of the determination character 246 with respect to the determination character string input unit 224 is higher than the numerical value of the character determination threshold input by the character determination threshold input unit 225, it is an extraction target and is displayed as "OK".

 総合判定結果247aは、画像判定結果247b、文字判定結果247c、および判定条件選択部222に基づいた総合判定結果を表示する。すなわち、判定条件選択部222でAND検索が選択されていた場合は画像判定結果247bおよび文字判定結果247cの両方において抽出対象と判定したとき「OK」と表示する。一方、判定条件選択部222でOR検索が選択されていた場合は画像判定結果247bまたは文字判定結果247cのいずれかにおいて抽出対象と判定したとき「OK」と表示する。 The comprehensive determination result 247a displays the overall determination result based on the image determination result 247b, the character determination result 247c, and the determination condition selection unit 222. That is, when the AND search is selected by the determination condition selection unit 222, "OK" is displayed when it is determined as the extraction target in both the image determination result 247b and the character determination result 247c. On the other hand, when the OR search is selected by the determination condition selection unit 222, "OK" is displayed when it is determined to be the extraction target in either the image determination result 247b or the character determination result 247c.

 抽出意匠体データ248は、抽出された意匠体データの名称を表示する。また、意匠体データの名称は当該意匠体データの詳細画面を表示するリンクとなっている。登録者は、抽出された意匠体データがどのような設定を行った意匠体データであるかを、意匠体データの名称に埋め込まれたリンクにアクセスすることで確認することができる。 The extracted design body data 248 displays the name of the extracted design body data. In addition, the name of the design body data is a link for displaying the detailed screen of the design body data. The registrant can confirm what kind of setting the extracted design body data is by accessing the link embedded in the name of the design body data.

 画像認識結果249は、画像判定閾値入力部226で入力された画像判定閾値の数値を表示する画像判定閾値249aと、撮像写真243の判定用意匠体画像237に対する一致度の数値である画像判定数値249bとを有する。 The image recognition result 249 is an image judgment numerical value which is a numerical value of the degree of coincidence between the image judgment threshold value 249a for displaying the numerical value of the image judgment threshold value input by the image judgment threshold value input unit 226 and the judgment ready takumi image 237 of the captured photograph 243. It has 249b.

 文字認識結果250は、文字判定閾値入力部225で入力された文字判定閾値の数値を表示する文字判定閾値250aと、判定文字246の判定文字列入力部224に対する一致度の数値である文字判定数値250bとを有する。 The character recognition result 250 is a character judgment numerical value which is a numerical value of the degree of coincidence between the character judgment threshold 250a for displaying the numerical value of the character judgment threshold input by the character judgment threshold input unit 225 and the judgment character string input unit 224 of the judgment character 246. It has 250b and.

 図7(A)は、検索端末4の表示部44に表示される意匠体検索画面400の画面構成図である。
 意匠体検索画面400は、検索端末4が備えている撮像部45を起動する撮像部起動ボタン401および撮像部起動アイコン402を備えている。
FIG. 7A is a screen configuration diagram of the design body search screen 400 displayed on the display unit 44 of the search terminal 4.
The design body search screen 400 includes an imaging unit activation button 401 for activating the imaging unit 45 included in the search terminal 4 and an imaging unit activation icon 402.

 撮像部起動ボタン401は、意匠体を撮影することを検索者に対して促す文章401aを有する。検索者が撮像部起動ボタン401を押下すると、検索端末4は、備え付けのカメラ等で構成される撮像部45を起動して撮像モードに移行する。撮像された画像は、検索端末4によって管理サーバ3に送信される。 The image pickup unit activation button 401 has a sentence 401a prompting the searcher to take a picture of the design body. When the searcher presses the image pickup unit start button 401, the search terminal 4 activates the image pickup unit 45 composed of a built-in camera or the like to shift to the image pickup mode. The captured image is transmitted to the management server 3 by the search terminal 4.

 撮像部起動アイコン402は、文章401aを有さない以外は撮像部起動ボタン401と同じ機能を有する。すなわち、検索者が撮像部起動アイコン402を押下すると、検索端末4は、備え付けのカメラ等で構成される撮像部45を起動して撮像モードに移行する。 The image pickup unit activation icon 402 has the same function as the image pickup unit activation button 401 except that it does not have the sentence 401a. That is, when the searcher presses the image pickup unit activation icon 402, the search terminal 4 activates the image pickup unit 45 composed of the built-in camera or the like and shifts to the image pickup mode.

 図7(B)は、検索端末4の表示部44に表示される抽出意匠体結果表示画面410の画面構成図である。
 抽出意匠体結果表示画面410は、画像判定および/または文字判定の結果、抽出した意匠体データ3121の件数を示す抽出意匠体データ件数表示部411と、抽出対象となった意匠体データ3121の項目を表示する意匠体データ表示部412と、検索端末4が備えている撮像部45を起動する再撮影ボタン413とを備えている。
FIG. 7B is a screen configuration diagram of the extracted design result display screen 410 displayed on the display unit 44 of the search terminal 4.
The extracted design body result display screen 410 has the extracted design body data number display unit 411 showing the number of the extracted design body data 3121 as a result of the image determination and / or the character determination, and the items of the design body data 3121 to be extracted. It is provided with a design body data display unit 412 for displaying the above, and a re-shooting button 413 for activating the image pickup unit 45 included in the search terminal 4.

 意匠体データ表示部412は、表示項目として、表示意匠体画像設定部203で設定された表示意匠体画像と、店舗名入力部205で入力された店舗名および支店名と、電話番号入力部208で入力された電話番号と、住所入力部209で入力された住所と、WEBページ設定部206で入力されたURLリンクを埋め込んだリンク名入力部207で入力されたリンク名とを有する。このリンク名(URLリンク)が情報コンテンツ関連データであり、リンク名が選択されて表示されるホームページが情報コンテンツとなる。なお、この抽出意匠体結果表示画面410を表示せず、リンク名(URLリンク)にあるWEBページ(情報コンテンツ)を直接表示する構成としてもよい。 The design body data display unit 412 has display items such as a display design body image set by the display design body image setting unit 203, a store name and a branch name input by the store name input unit 205, and a telephone number input unit 208. It has a telephone number input in, an address input in the address input unit 209, and a link name input in the link name input unit 207 in which the URL link input in the WEB page setting unit 206 is embedded. This link name (URL link) is information content-related data, and the home page on which the link name is selected and displayed is the information content. In addition, the WEB page (information content) in the link name (URL link) may be directly displayed without displaying the extracted design result display screen 410.

 抽出した意匠体データ3121が複数件であった場合は、複数の意匠体データ3121について意匠体データ表示部412を意匠体データ3121毎に検索端末4の表示部44の上部から縦に並べて表示する。このとき、検索端末4が撮像を行った位置から距離が近い位置データを有する意匠体データ3121であるほど表示部44の上部に表示することが好ましい。 When there are a plurality of extracted design body data 3121s, the design body data display unit 412 is displayed vertically side by side from the upper part of the display unit 44 of the search terminal 4 for each design body data 3121 for the plurality of design body data 3121s. .. At this time, it is preferable that the design body data 3121 having the position data closer to the position where the search terminal 4 has taken the image is displayed on the upper part of the display unit 44.

 図7(C)は、検索端末4の表示部44に表示される意匠体検索結果画面420の画面構成図である。
 意匠体検索結果画面420は、検索の結果抽出対象となる意匠体データ3121が登録されていないことを示す文章421を有する。
FIG. 7C is a screen configuration diagram of the design body search result screen 420 displayed on the display unit 44 of the search terminal 4.
The design body search result screen 420 has a sentence 421 indicating that the design body data 3121 to be extracted as a result of the search is not registered.

 図8は、管理サーバ3の制御部30によって実行される意匠体データ登録プログラム310による意匠体データ登録時のフローチャートである。 FIG. 8 is a flowchart at the time of design body data registration by the design body data registration program 310 executed by the control unit 30 of the management server 3.

 制御部30は、意匠体登録端末2から、意匠体データ登録画面201および意匠体データ検索条件登録画面221において入力および設定された意匠体データ3121と、判定用意匠体画像データ追加部232において設定された判定用意匠体画像データを取得する(ステップS1)。 The control unit 30 is set by the design body data 3121 input and set on the design body data registration screen 201 and the design body data search condition registration screen 221 from the design body registration terminal 2, and the judgment body image data addition unit 232. Acquire the determined ready-to-design body image data (step S1).

 続いて制御部30は、取得した意匠体データ3121が有する意匠体位置データについて、対象範囲212の設定を行う(ステップS2)。この対象範囲212の設定は、半径を指定して意匠体位置からその半径内の領域に設定する、登録者が地図上の領域を指定して手作業で設定する、あるいは、すでに登録されている対象範囲212を呼び出し複製して設定するなど、適宜の方法で設定できる。この対象範囲212の設定は、意匠体毎に行われる。
 なお、対象範囲212の設定は、これに限らず、地図上を複数のエリアグループに分けて、どのエリアグループに意匠体が存在するか指定してそのエリアグループの領域を対象範囲212とする構成としてもよい。この場合、エリアグループは、地球上の地図上を所定の範囲で複数に分割したグループとすることができる。エリアグループのグループ分け方法としては、例えば緯度経度の範囲で分割する、あるいは市や区といった地域で分割する方法を使用できる。
Subsequently, the control unit 30 sets the target range 212 for the design body position data possessed by the acquired design body data 3121 (step S2). The setting of the target range 212 can be set by specifying a radius and setting the area within the radius from the design body position, manually setting the area on the map by the registrant, or already registered. It can be set by an appropriate method such as calling and duplicating the target range 212. The setting of the target range 212 is performed for each design body.
The setting of the target range 212 is not limited to this, and the map is divided into a plurality of area groups, and the area of the area group is set as the target range 212 by designating which area group the design body exists in. May be. In this case, the area group can be a group divided into a plurality of areas on the map on the earth within a predetermined range. As a method for grouping an area group, for example, a method of dividing by a range of latitude and longitude, or a method of dividing by an area such as a city or a ward can be used.

 続いて制御部30は、意匠体データ3121とステップS2で割り当てた対象範囲212のデータとを関連付けて、意匠体データベース312に記憶する(ステップS3)。 Subsequently, the control unit 30 associates the design body data 3121 with the data of the target range 212 assigned in step S2 and stores it in the design body database 312 (step S3).

 図9は、管理サーバ3の制御部30によって実行される意匠体データ抽出プログラム311による意匠体データ抽出フローのフローチャートである。 FIG. 9 is a flowchart of the design body data extraction flow by the design body data extraction program 311 executed by the control unit 30 of the management server 3.

 制御部30は、検索端末4から意匠体の画像を収めた撮像画像を取得する(ステップS11)。このとき取得する画像は、意匠体に含まれる文字または図形を表す意匠が画像内に50%以上収まっていることが好ましく、意匠すべてが画像内に収まっていることがより好ましい。 The control unit 30 acquires a captured image containing an image of the design body from the search terminal 4 (step S11). In the image acquired at this time, it is preferable that the design representing the characters or figures included in the design body is contained in the image by 50% or more, and it is more preferable that all the designs are contained in the image.

 制御部30は、検索端末4が撮像画像を取得した際の検索端末4の撮像位置を示す撮像位置情報を取得する(ステップS12)。この撮像位置は、撮像された意匠体が設置されている位置情報(設置位置の位置情報)の近傍位置となる。 The control unit 30 acquires the image pickup position information indicating the image pickup position of the search terminal 4 when the search terminal 4 acquires the image capture image (step S12). This imaging position is a position near the position information (position information of the installation position) where the imaged design body is installed.

 制御部30は、ステップS12で取得した撮像位置情報が各意匠体の対象範囲212内か否かを判定する(ステップS13)。すなわち、意匠体の設置位置と撮像位置が所定の位置関係範囲内にあるか否かとして、意匠体毎に設定された対象範囲212内に撮像位置が位置するか否か、あるいは意匠体毎に選択されたエリアグループ内に撮像位置が位置するか否かを判定する。 The control unit 30 determines whether or not the image pickup position information acquired in step S12 is within the target range 212 of each design body (step S13). That is, whether or not the installation position of the design body and the imaging position are within the predetermined positional relationship range, whether or not the imaging position is located within the target range 212 set for each design body, or for each design body. Determines if the imaging position is located within the selected area group.

 制御部30は、ステップS13で前記撮像位置情報が前記意匠体の対象範囲212内であると判定した撮影範囲を有する意匠体データ3121を抽出する(ステップS14)。すなわち、撮像位置から一定の距離範囲内に設置されている意匠体の意匠体データ3121を抽出する。この一定の距離範囲は、スマートフォン等の携帯端末のカメラ(撮像手段)で意匠体をある程度の大きさで写るように撮影しようとした際の撮像距離よりも広く、かつ、同じ形状又は見た目の意匠体が設置される距離よりも狭く(例えば統一看板が設置されている同一ブランドの複数店舗の店舗間最短距離よりも狭く)設定されている。 The control unit 30 extracts the design body data 3121 having a shooting range determined in step S13 that the imaging position information is within the target range 212 of the design body (step S14). That is, the design body data 3121 of the design body installed within a certain distance range from the imaging position is extracted. This fixed distance range is wider than the imaging distance when an attempt is made to capture the design body with a camera (imaging means) of a mobile terminal such as a smartphone so as to capture the design body at a certain size, and the design has the same shape or appearance. It is set narrower than the distance where the body is installed (for example, narrower than the shortest distance between multiple stores of the same brand where the unified signboard is installed).

 制御部30は、ステップS11にて取得した撮像画像に含まれる文字列を文字認識(OCR)により認識する。その後、ステップS14で抽出した意匠体データに含まれる判定用意匠体画像237と撮像画像とを照合し、画像一致度を算出する。また、ステップS14で抽出した意匠体データに含まれる判定用文字列データと認識した撮像画像に含まれる文字列とを照合し、文字列一致度を算出する(ステップS15)。画像一致度の算出は、適宜の画像マッチングプログラムを使用することができ、例えばモノクロ二値画像として両方の画像の縮尺や角度を合わせて一致度を算出する等の適宜の手法を用いることができる。 The control unit 30 recognizes the character string included in the captured image acquired in step S11 by character recognition (OCR). After that, the determination ready design body image 237 included in the design body data extracted in step S14 is collated with the captured image, and the image matching degree is calculated. Further, the determination character string data included in the design body data extracted in step S14 is collated with the character string included in the recognized captured image, and the character string matching degree is calculated (step S15). An appropriate image matching program can be used to calculate the image matching degree, and an appropriate method such as calculating the matching degree by matching the scales and angles of both images as a monochrome binary image can be used. ..

 制御部30は、ステップS15で算出した文字列一致度および画像一致度を、算出に使用した判定用意匠体画像237と関連付けられた文字判定閾値および画像判定閾値と比較し、意匠体データ3121に関連付けられた判定条件データに基づいて両方の一致度または一方の一致度が閾値よりも高い数値である場合に、該当意匠体データを一致する意匠体データとして抽出する(ステップS16)。 The control unit 30 compares the character string matching degree and the image matching degree calculated in step S15 with the character judgment threshold and the image judgment threshold associated with the judgment preparation design body image 237 used for the calculation, and converts the character string matching degree and the image matching degree into the design body data 3121. When both matching degrees or one matching degree is a numerical value higher than the threshold value based on the associated determination condition data, the corresponding design body data is extracted as matching design body data (step S16).

 制御部30は、ステップS16によって抽出した意匠体データ3121すべてを検索端末4に送信し、抽出意匠体結果表示画面410の画面構成で表示部44に表示させる(ステップS17)。これにより、URLリンクを表示し、このURLリンクが選択されることで情報コンテンツを表示することができる。 The control unit 30 transmits all of the design body data 3121 extracted in step S16 to the search terminal 4 and displays it on the display unit 44 in the screen configuration of the extracted design body result display screen 410 (step S17). As a result, the URL link can be displayed, and the information content can be displayed by selecting the URL link.

 制御部30は、検索端末4から撮像画像を新たに取得した場合ステップS12からステップS17を取得した撮像画像について再度実行する(ステップS18)。 When the captured image is newly acquired from the search terminal 4, the control unit 30 re-executes the captured image obtained from step S12 to step S17 (step S18).

 以上の構成により、顧客が短時間で容易に情報コンテンツを取得することができる意匠体認識情報提供システム1を提供することができる。
 制御部30は、設置する意匠体について判定用意匠体画像データと、位置データとを含む意匠体データ3121を取得し、さらに検索端末4から意匠体を収めた撮像画像と、撮像位置の位置情報とを取得し、撮像位置の位置情報から所定の距離範囲内の位置データを有する意匠体データ3121から、文字判定または画像判定によって一致または類似の判定用意匠体画像データを有する意匠体データ3121を抽出する。この構成により、文字判定または画像判定のみを用いて照合を行う場合と比較して、制御部30は登録しているすべての判定用意匠体画像237を照合する必要がなく、撮像画像の取得から意匠体データ抽出までの時間を短縮できる。また、位置情報のみを用いて照合を行う場合と比較して、同じショッピングモールの建物内に存在する別の店舗を抽出する可能性が低くなり、検索者が希望する店舗情報をより確実に提供できる。さらに、検索者は検索端末4の撮像部45を使用して意匠体を収めた撮像画像を取得するだけで、意匠体データ3121を確認することができ、従来の情報提供方法と比較して容易に情報を得ることができる。また、複数店舗を持つブランドが全ての店舗で同じ看板を意匠体として登録するような場合でも、意匠体の位置によって店舗をきちんと区別でき、かつ、画像認識によって他のブランドと混同せずに正しく認識されるため、ブランド内で店舗毎に異なる情報コンテンツを提供するといったことにも適切に対応できる。
With the above configuration, it is possible to provide the design body recognition information providing system 1 in which the customer can easily acquire the information content in a short time.
The control unit 30 acquires the design body data 3121 including the design body image data prepared for determination and the position data for the design body to be installed, and further, the captured image containing the design body from the search terminal 4 and the position information of the imaged position. And, from the design body data 3121 having the position data within the predetermined distance range from the position information of the imaging position, the design body data 3121 having the matching or similar judgment body image data by the character judgment or the image judgment is obtained. Extract. With this configuration, compared to the case where collation is performed using only character determination or image determination, the control unit 30 does not need to collate all the registered determination-prepared design body images 237, and the captured image is acquired. The time to extract the design body data can be shortened. In addition, compared to the case where collation is performed using only location information, it is less likely to extract another store that exists in the same shopping mall building, and the store information desired by the searcher is provided more reliably. can. Further, the searcher can confirm the design body data 3121 only by acquiring the captured image containing the design body by using the image pickup unit 45 of the search terminal 4, which is easier than the conventional information providing method. You can get information on. In addition, even if a brand with multiple stores registers the same signboard as a design body in all stores, the stores can be properly distinguished by the position of the design body, and the image recognition can be used correctly without being confused with other brands. Since it is recognized, it is possible to appropriately respond to the provision of different information content for each store within the brand.

 また、制御部30は、意匠体データ3121として判定文字列データを取得し、検索端末4から取得した撮像画像に含まれる文字列を認識して判定文字列データと照合し、文字列が一致または類似の判定文字列データを有する意匠体データ3121を抽出する。この構成により、画像認識による判定よりも確実に目的の意匠体データ3121を抽出することができ、検索者はより確実に撮像した意匠体に関する情報を得ることができる。 Further, the control unit 30 acquires the determination character string data as the design body data 3121, recognizes the character string included in the captured image acquired from the search terminal 4, collates it with the determination character string data, and the character strings match or match. Design body data 3121 having similar determination character string data is extracted. With this configuration, the target design body data 3121 can be extracted more reliably than the determination by image recognition, and the searcher can more reliably obtain information about the captured design body.

 また、意匠体データ検索条件登録画面221は、判定条件をANDとするかORとするかの選択を受け付ける判定条件選択部222と、使用する判定条件の選択を画像判定と文字判定から受け付ける使用判定設定部223とを有する。この構成により、意匠体データ3121の登録者は、登録する意匠体のデザインに応じて、抽出されたいと希望する検索条件通りに意匠体データ3121が抽出される条件を設定できる。これにより、文字判定と画像判定を駆使して様々な意匠体について意匠体毎に認識精度が高くなる判定条件を設定して適切に認識することができる。 Further, the design body data search condition registration screen 221 has a determination condition selection unit 222 that accepts selection of whether the determination condition is AND or OR, and a usage determination that accepts selection of the determination condition to be used from image determination and character determination. It has a setting unit 223. With this configuration, the registrant of the design body data 3121 can set the condition for extracting the design body data 3121 according to the search condition desired to be extracted according to the design of the design body to be registered. As a result, it is possible to appropriately recognize various design bodies by setting judgment conditions for increasing the recognition accuracy for each design body by making full use of character judgment and image judgment.

 また、意匠体データ3121は、意匠体が設置されている設置位置を含む範囲で、かつ、撮像画像で撮像された位置が前記設置位置からどの範囲にあれば検索でヒット可能とするか(抽出可能とするか)を定める対象範囲212を示す対象範囲データを有する。そして、制御部30は、取得した撮像画像の撮像位置が含まれる対象範囲212を有する意匠体データ3121をすべて抽出し、抽出した意匠体データ3121に対して文字判定および画像判定を実行する。この構成により、あらかじめ文字判定および画像判定を実行する対象となる判定用意匠体画像データを限定することができ、判定にかかる時間を短縮することができる。この対象範囲212は、意匠体の多い都心部では狭い領域に設定し、意匠体の少ない郊外では対象範囲212を広く設定する、あるいは意匠体毎に任意の範囲に設定することで、どの対象範囲212であっても適切なデータ量で迅速確実に意匠体を認識して情報コンテンツを表示することができる。なお、対象範囲212をエリアグループとする場合、意匠体データ3121は、意匠体があらかじめ設定されたエリアグループのいずれに所属するかを示すエリアグループデータを有すると良い。 Further, the design body data 3121 is within the range including the installation position where the design body is installed, and within what range the position captured by the captured image is from the installation position, the search can be hit (extracted). It has a target range data indicating a target range 212 that determines (whether it is possible). Then, the control unit 30 extracts all the design body data 3121 having the target range 212 including the image pickup position of the acquired image, and executes character determination and image determination on the extracted design body data 3121. With this configuration, it is possible to limit the image data of the judgment-prepared body to be subjected to the character judgment and the image judgment in advance, and it is possible to shorten the time required for the judgment. This target range 212 is set to a narrow area in the central part of the city where there are many design bodies, and the target range 212 is set wide in the suburbs where there are few design bodies, or by setting an arbitrary range for each design body, which target range is used. Even if it is 212, it is possible to quickly and surely recognize the design body and display the information content with an appropriate amount of data. When the target range 212 is an area group, the design body data 3121 may have area group data indicating which of the preset area groups the design body belongs to.

 また、意匠体データ3121は、画像判定および文字判定における判定基準となる類似度の閾値を示す閾値データを有し、制御部30は、判定用意匠体画像237と撮像画像とを照合し、画像一致度を算出し、意匠体データに含まれる判定用文字列データと認識した撮像画像に含まれる文字列とを照合し、文字列一致度を算出する。この構成により、登録者は詳細に意匠体データ3121が抽出対象となる境界線を定めることができる。 Further, the design body data 3121 has threshold data indicating a threshold of similarity which is a judgment standard in image judgment and character judgment, and the control unit 30 collates the judgment preparation design body image 237 with the captured image and images. The degree of matching is calculated, and the character string matching degree is calculated by collating the judgment character string data included in the design body data with the character string included in the recognized image. With this configuration, the registrant can determine in detail the boundary line from which the design body data 3121 is to be extracted.

 また、抽出意匠体結果表示画面410は、意匠体データ表示部412の表示項目としてWEBページ設定部206であらかじめ設定された意匠体に関するWEBページへアクセスするURLリンクを備えている。この構成により、検索者は抽出結果として表示された意匠体が設置された店舗について、希望するのであればURLリンク先のWEBページにアクセスすることでより詳細な情報を得ることができる。 Further, the extracted design body result display screen 410 includes a URL link for accessing the WEB page related to the design body preset in the WEB page setting unit 206 as a display item of the design body data display unit 412. With this configuration, the searcher can obtain more detailed information about the store in which the design body displayed as the extraction result is installed by accessing the WEB page of the URL link destination if desired.

 また、文字列閾値と画像閾値を意匠体毎に設定でき、かつ、判定条件も意匠体毎に設定できるため、多様な意匠体についてその意匠体に適した形での認識を実行することができる。 Further, since the character string threshold and the image threshold can be set for each design body and the determination condition can be set for each design body, it is possible to perform recognition of various design bodies in a form suitable for the design body. ..

 この発明における記憶手段は、管理サーバ3の記憶部31が有する意匠体データベース312に対応し、以下同様に、
撮像画像取得手段は、ステップS11を実行する制御部30に対応し、
撮像位置情報取得手段は、ステップS12を実行する制御部30に対応し、
範囲内意匠体データ抽出手段は、ステップS14を実行する制御部30に対応し、
一致意匠体データ抽出手段は、ステップS16を実行する制御部30に対応し、
情報表示手段は、ステップS17を実行する制御部30および検索端末4の表示部44に対応し、
文字認識手段は、ステップS15を実行する制御部30に対応し、
位置分割手段は、ステップS2を実行する制御部30に対応するが、
この発明は本実施形態に限られず他の様々な実施形態とすることができる。
The storage means in the present invention corresponds to the design body database 312 possessed by the storage unit 31 of the management server 3, and the same applies hereinafter.
The captured image acquisition means corresponds to the control unit 30 that executes step S11, and corresponds to the control unit 30.
The imaging position information acquisition means corresponds to the control unit 30 that executes step S12, and corresponds to the control unit 30.
The in-range design body data extraction means corresponds to the control unit 30 that executes step S14, and corresponds to the control unit 30.
The matching design body data extraction means corresponds to the control unit 30 that executes step S16, and corresponds to the control unit 30.
The information display means corresponds to the control unit 30 that executes step S17 and the display unit 44 of the search terminal 4.
The character recognition means corresponds to the control unit 30 that executes step S15, and corresponds to the control unit 30.
The position dividing means corresponds to the control unit 30 that executes step S2, but
The present invention is not limited to this embodiment and can be various other embodiments.

 なお、この発明は、上述の実施形態の構成のみに限定されるものではなく、多くの実施の形態を得ることができる。
 例えば、本実施例では管理サーバ3の制御部30が文字判定および画像判定を実施する形態としたが、制御部30がインターネット5で接続された判定用サーバに判定条件、判定用画像データ、および撮像画像を送信し、判定用サーバが各判定を実施し、判定結果を管理サーバ3に送信する形態としてもよい。このような構成であっても、上述した実施例と同等の効果を奏する。
It should be noted that the present invention is not limited to the configuration of the above-described embodiment, and many embodiments can be obtained.
For example, in this embodiment, the control unit 30 of the management server 3 performs character determination and image determination, but the control unit 30 connects to the determination server connected to the Internet 5 with determination conditions, determination image data, and determination. The captured image may be transmitted, the determination server may perform each determination, and the determination result may be transmitted to the management server 3. Even with such a configuration, the same effect as that of the above-described embodiment can be obtained.

 また、本実施例では抽出結果として意匠体データ表示部412を備えている抽出意匠体結果表示画面410を表示する形態としたが、WEBページ設定部206であらかじめ設定された意匠体に関するWEBページに直接アクセスし、表示する形態としてもよい。 Further, in this embodiment, the extraction design body result display screen 410 including the design body data display unit 412 is displayed as the extraction result, but the WEB page relating to the design body preset by the WEB page setting unit 206 is displayed. It may be directly accessed and displayed.

 また、意匠体検索画面400(図7(A)参照)は、現在地の周辺地図210を表示してもよい。この場合、周辺地図上に意匠体が設置されている位置を示すとよい。これにより、意匠体の有無を地図上でユーザが認識でき、撮影の契機や撮影方向の決定等に利用することができるとともに、意匠体を探すことを促して利用を促すこともできる。意匠体の位置を周辺地図上に表示する場合、建物の階数や地上や地下といった高さ情報も認識可能に表示してもよい。この場合、屋内で意匠体が見当たらなくてもどの高さ(階)に存在するか認識でき、その高さ(階)に移動して意匠体を撮像することができる。 Further, the design body search screen 400 (see FIG. 7A) may display a map 210 around the current location. In this case, it is advisable to indicate the position where the design body is installed on the surrounding map. As a result, the user can recognize the presence or absence of the design body on the map, and it can be used for the opportunity of shooting, the determination of the shooting direction, and the like, and it is also possible to encourage the user to search for the design body and encourage the use. When the position of the design body is displayed on the surrounding map, height information such as the number of floors of the building and the height above ground or underground may be displayed so as to be recognizable. In this case, even if the design body is not found indoors, it is possible to recognize at which height (floor) the design body exists, and it is possible to move to that height (floor) and take an image of the design body.

 また、意匠体認識情報提供システム1は、検索端末4にメンテナンスモードを備えてもよい。メンテナンスモードでは、検索端末4は、撮像部45により撮像した撮像画像と、位置情報と、適宜のメッセージを管理サーバ3へ送信できる構成にするとよい。これにより、例えば意匠体としてのLEDサインの一部が点灯しなくなった場合に、そのLEDサインを撮像した撮像画像と修理依頼のメッセージを送信するといったことができる。これにより、意匠体のメンテナンスに利用することができる。また、撮像画像に写っている意匠体に一部消灯等の異常があった場合に異常を管理サーバ3へ通知する機能を備えてもよい。この場合はユーザが撮像した撮像画像から修理等のメンテナンスの必要性を把握することができる。 Further, the design body recognition information providing system 1 may provide the search terminal 4 with a maintenance mode. In the maintenance mode, the search terminal 4 may be configured to be able to transmit the captured image captured by the imaging unit 45, the position information, and an appropriate message to the management server 3. As a result, for example, when a part of the LED sign as a design body does not light up, it is possible to transmit an image captured by capturing the LED sign and a repair request message. As a result, it can be used for maintenance of the design body. Further, it may be provided with a function of notifying the management server 3 of an abnormality such as a part of the design body shown in the captured image being turned off. In this case, the necessity of maintenance such as repair can be grasped from the captured image captured by the user.

 この発明は、撮像した意匠体画像の画像認識を実施して特定の情報を提供する意匠体認識情報提供システムの産業に利用することができる。 The present invention can be used in the industry of a design body recognition information providing system that performs image recognition of an captured design body image and provides specific information.

1…意匠体認識情報提供システム
2…意匠体登録端末
3…管理サーバ
4…検索端末
5…インターネット
30…制御部
31…記憶部
44…表示部
45…撮像部
312…意匠体データベース
3121…意匠体データ
201…意匠体データ登録画面
221…意匠体データ検索条件登録画面
231…判定用意匠体画像データ一覧画面
237…判定用意匠体画像
241…判定結果ログ画面
1 ... Design body recognition information providing system 2 ... Design body registration terminal 3 ... Management server 4 ... Search terminal 5 ... Internet 30 ... Control unit 31 ... Storage unit 44 ... Display unit 45 ... Imaging unit 312 ... Design body database 3121: Design body Data 201 ... Design body data registration screen 221 ... Design body data search condition registration screen 231 ... Judgment ready Takumi image data list screen 237 ... Judgment ready Takumi image 241 ... Judgment result log screen

Claims (6)

 文字または図形を表す意匠を有する意匠体の少なくとも一部を撮像した意匠体画像である意匠体画像データと、前記意匠体が設置されている設置位置を示す意匠体位置データと、情報コンテンツを表示するための情報コンテンツ関連データとを関連付けた意匠体データを記憶する記憶手段と、
前記意匠体の少なくとも一部を一つの撮像画像の内に収めた撮像画像データを取得する撮像画像取得手段と、
前記撮像画像を撮像した撮像位置を示す撮像位置情報を取得する撮像位置情報取得手段と、
前記意匠体位置データの前記設置位置と前記撮像位置とが所定の位置関係範囲内にある前記意匠体データを抽出する範囲内意匠体データ抽出手段と、
前記範囲内意匠体データ抽出手段によって抽出した前記意匠体データのうち前記撮像画像における前記意匠および/または全体画像が一致または類似する前記意匠体画像データを有する前記意匠体データを抽出する一致意匠体データ抽出手段と、
前記一致意匠体データ抽出手段によって抽出した前記意匠体データが有する前記情報コンテンツ関連データに基づく前記情報コンテンツを表示する情報表示手段とを備えた
意匠体認識情報提供システム。
Displaying design body image data which is a design body image obtained by capturing at least a part of a design body having a design representing a character or a figure, design body position data indicating an installation position where the design body is installed, and information content. Information for storing design data associated with content-related data, and a storage means for storing
A captured image acquisition means for acquiring captured image data in which at least a part of the design body is contained in one captured image, and
An imaging position information acquisition means for acquiring imaging position information indicating an imaging position in which the captured image is captured, and an imaging position information acquisition means.
An in-range design body data extraction means for extracting the design body data in which the installation position of the design body position data and the imaging position are within a predetermined positional relationship range, and
A matching design body that extracts the design body data having the design body image data in which the design and / or the whole image in the captured image matches or is similar to the design body data extracted by the in-range design body data extraction means. Data extraction means and
A design body recognition information providing system including an information display means for displaying the information content based on the information content-related data possessed by the design body data extracted by the matching design body data extraction means.
 前記意匠体データは、前記一致意匠体データ抽出手段による前記抽出の判定基準となる類似度の閾値を示す閾値データを有し、
前記一致意匠体データ抽出手段は、前記撮像画像に対して前記閾値より高い類似度の前記意匠体画像データを有する前記意匠体データを抽出する
請求項1記載の意匠体認識情報提供システム。
The design body data has threshold data indicating a threshold value of similarity which is a determination criterion for the extraction by the matching design body data extraction means.
The design body recognition information providing system according to claim 1, wherein the matching design body data extraction means extracts the design body data having the design body image data having a degree of similarity higher than the threshold value to the captured image.
 前記位置関係範囲は、前記設置位置を含む対象範囲であり、
前記対象範囲を地図上で閉じた1つの領域として設定する対象範囲設定手段を有し、
前記対象範囲設定手段は、地図上に任意の点を順番に特定していくことで点を順番に線でつないで前記対象範囲を設定する構成である
請求項1または2記載の意匠体認識情報提供システム。
The positional relationship range is a target range including the installation position.
It has a target range setting means for setting the target range as one closed area on the map.
The design body recognition information according to claim 1 or 2, wherein the target range setting means is configured to set the target range by connecting points in order by specifying arbitrary points on a map in order. Offering system.
 前記意匠体は、少なくとも文字を表す意匠を一以上有し、
前記意匠体データは、前記文字を示す判定文字データを有し、
前記撮像画像は、前記文字の少なくとも一部を収めて撮像されたものであり、
前記撮像画像内の前記文字を認識する文字認識手段を備え、
前記一致意匠体データ抽出手段は、前記文字認識手段によって認識した前記文字と一致または類似する前記判定文字データを有する前記意匠体データを抽出する
請求項1、2または3記載の意匠体認識情報提供システム。
The design body has at least one design representing a character, and the design body has at least one design.
The design body data has determination character data indicating the character, and has
The captured image is captured by containing at least a part of the characters.
A character recognition means for recognizing the character in the captured image is provided.
The design body recognition information according to claim 1, 2 or 3, wherein the matching design body data extracting means extracts the design body data having the determination character data matching or similar to the character recognized by the character recognition means. system.
 文字または図形を表す意匠を有する意匠体の少なくとも一部を撮像した意匠体画像である意匠体画像データと、前記意匠体が設置されている設置位置を示す意匠体位置データと、情報コンテンツを表示するための情報コンテンツ関連データとを関連付けた意匠体データを記憶手段によって記憶し、
前記意匠体の少なくとも一部を一つの撮像画像の内に収めた撮像画像データを撮像画像取得手段により取得し、
前記撮像画像を撮像した撮像位置を示す撮像位置情報を撮像位置情報取得手段によって取得し、
前記意匠体位置データの前記設置位置が前記撮像位置から所定の距離範囲内にある前記意匠体位置データを有する前記意匠体データを範囲内意匠体データ抽出手段によって抽出し、
前記範囲内意匠体データ抽出手段によって抽出した前記意匠体データのうち前記撮像画像における前記意匠および/または全体画像が一致または類似する前記意匠体画像データを有する前記意匠体データを一致意匠体データ抽出手段によって抽出し、
前記一致意匠体データ抽出手段によって抽出した前記意匠体データが有する前記情報コンテンツ関連データに基づく前記情報コンテンツを情報表示手段によって表示する
意匠体認識情報提供方法。
Displaying design body image data which is a design body image obtained by capturing at least a part of a design body having a design representing a character or a figure, design body position data indicating an installation position where the design body is installed, and information content. The design body data associated with the information content related data is stored by the storage means, and
The captured image data in which at least a part of the design body is contained in one captured image is acquired by the captured image acquisition means, and the image is acquired.
The imaging position information indicating the imaging position where the captured image is captured is acquired by the imaging position information acquisition means, and the image is acquired.
The design body data having the design body position data in which the installation position of the design body position data is within a predetermined distance range from the imaging position is extracted by the in-range design body data extraction means.
Of the design body data extracted by the in-range design body data extraction means, the design body data having the design body image data in which the design and / or the whole image in the captured image matches or is similar is extracted. Extracted by means,
A method for providing design body recognition information for displaying the information content based on the information content-related data possessed by the design body data extracted by the matching design body data extraction means by the information display means.
 コンピュータを、
文字または図形を表す意匠を有する意匠体の少なくとも一部を撮像した意匠体画像である意匠体画像データと、前記意匠体が設置されている設置位置を示す意匠体位置データと、情報コンテンツを表示するための情報コンテンツ関連データとを関連付けた意匠体データを記憶する記憶手段と、
前記意匠体の少なくとも一部を一つの撮像画像の内に収めた撮像画像データを取得する撮像画像取得手段と、
前記撮像画像を撮像した撮像位置を示す撮像位置情報を取得する撮像位置情報取得手段と、
前記意匠体位置データの前記設置位置が前記撮像位置から所定の距離範囲内にある前記意匠体位置データを有する前記意匠体データを抽出する範囲内意匠体データ抽出手段と、
前記範囲内意匠体データ抽出手段によって抽出した前記意匠体データのうち前記撮像画像における前記意匠および/または全体画像が一致または類似する前記意匠体画像データを有する前記意匠体データを抽出する一致意匠体データ抽出手段と、
前記一致意匠体データ抽出手段によって抽出した前記意匠体データが有する前記情報コンテンツ関連データに基づく前記情報コンテンツを表示する情報表示手段として機能させる
意匠体認識情報提供プログラム。
Computer,
Displaying design body image data which is a design body image obtained by capturing at least a part of a design body having a design representing a character or a figure, design body position data indicating an installation position where the design body is installed, and information content. Information for storing design data associated with content-related data, and a storage means for storing
A captured image acquisition means for acquiring captured image data in which at least a part of the design body is contained in one captured image, and
An imaging position information acquisition means for acquiring imaging position information indicating an imaging position in which the captured image is captured, and an imaging position information acquisition means.
An in-range design body data extraction means for extracting the design body data having the design body position data in which the installation position of the design body position data is within a predetermined distance range from the imaging position.
A matching design body that extracts the design body data having the design body image data in which the design and / or the whole image in the captured image matches or is similar to the design body data extracted by the in-range design body data extraction means. Data extraction means and
A design body recognition information providing program that functions as an information display means for displaying the information content based on the information content-related data possessed by the design body data extracted by the matching design body data extraction means.
PCT/JP2021/040139 2020-11-24 2021-10-29 Designed article recognition information providing system, designed article recognition information providing method, and designed article recognition information providing program Ceased WO2022113653A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2020194599A JP2022083256A (en) 2020-11-24 2020-11-24 Design article recognition information providing system, design article recognition information providing method, and design article recognition information providing program
JP2020-194599 2020-11-24

Publications (1)

Publication Number Publication Date
WO2022113653A1 true WO2022113653A1 (en) 2022-06-02

Family

ID=81754373

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2021/040139 Ceased WO2022113653A1 (en) 2020-11-24 2021-10-29 Designed article recognition information providing system, designed article recognition information providing method, and designed article recognition information providing program

Country Status (2)

Country Link
JP (1) JP2022083256A (en)
WO (1) WO2022113653A1 (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003330953A (en) * 2002-05-16 2003-11-21 Ntt Docomo Inc Server device, mobile terminal, information providing system, information providing method, and information obtaining method
JP2013167973A (en) * 2012-02-14 2013-08-29 Rakuten Inc Retrieval device, retrieval method, retrieval program, and recording medium for storing the program
JP2013210974A (en) * 2012-03-30 2013-10-10 Ntt Comware Corp Retrieval image registration device, retrieval image display system, retrieval image registration method and program
JP2015207168A (en) * 2014-04-21 2015-11-19 Kddi株式会社 Information presentation system, method, and program

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003330953A (en) * 2002-05-16 2003-11-21 Ntt Docomo Inc Server device, mobile terminal, information providing system, information providing method, and information obtaining method
JP2013167973A (en) * 2012-02-14 2013-08-29 Rakuten Inc Retrieval device, retrieval method, retrieval program, and recording medium for storing the program
JP2013210974A (en) * 2012-03-30 2013-10-10 Ntt Comware Corp Retrieval image registration device, retrieval image display system, retrieval image registration method and program
JP2015207168A (en) * 2014-04-21 2015-11-19 Kddi株式会社 Information presentation system, method, and program

Also Published As

Publication number Publication date
JP2022083256A (en) 2022-06-03

Similar Documents

Publication Publication Date Title
US10643062B2 (en) Facial recognition pet identifying system
CN105144197B (en) Applied program ignitor based on image
KR101852598B1 (en) System for searching product using object recognition
US7992181B2 (en) Information presentation system, information presentation terminal and server
US20220092533A1 (en) Information management apparatus and information management program
CN110692081B (en) System, portable terminal device, server, program, and method for viewing confirmation
CN105787111A (en) Private map making method based on user interest
JP2014016842A (en) Evaluation system and program
JP2014115961A (en) Information processor, vehicle identification method and vehicle identification program
US20130273969A1 (en) Mobile app that generates a dog sound to capture data for a lost pet identifying system
WO2022113653A1 (en) Designed article recognition information providing system, designed article recognition information providing method, and designed article recognition information providing program
US20250104459A1 (en) Systems and methods for identifying a presence of a completed document
CN111465963A (en) System, server, program, and method for confirming acquisition of object
US10901756B2 (en) Context-aware application
KR20240045416A (en) Store identification system through signboard recognition and store identification method for using the same
JPWO2007004521A1 (en) Marker specifying device and marker specifying method
JP5929573B2 (en) Evaluation system, program
JP2024135412A (en) Information processing system, terminal device, information processing device, and program
JP2024135413A (en) Terminal device, information processing system and program
KR20210094396A (en) Application for searching service based on image and searching server therefor
JP2017120526A (en) Information processing system, information processing device, information processing method, information processing program, mobile terminal device, and control program thereof
JP6019888B2 (en) Evaluation system, information processing device
CN112819965B (en) Vehicle information display method and device and electronic equipment
KR102736311B1 (en) Method for artificial intelligence-based machine false listing detection
CN110781334A (en) Information processing apparatus and information processing method

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 21897629

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 21897629

Country of ref document: EP

Kind code of ref document: A1