WO2014034065A1 - Moving body warning device and moving body warning method - Google Patents
Moving body warning device and moving body warning method Download PDFInfo
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- WO2014034065A1 WO2014034065A1 PCT/JP2013/004989 JP2013004989W WO2014034065A1 WO 2014034065 A1 WO2014034065 A1 WO 2014034065A1 JP 2013004989 W JP2013004989 W JP 2013004989W WO 2014034065 A1 WO2014034065 A1 WO 2014034065A1
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- moving body
- driver
- recognized
- attribute
- warning
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R1/00—Optical viewing arrangements; Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
- B60R1/20—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles
- B60R1/22—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle
- B60R1/23—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view
- B60R1/24—Real-time viewing arrangements for drivers or passengers using optical image capturing systems, e.g. cameras or video systems specially adapted for use in or on vehicles for viewing an area outside the vehicle, e.g. the exterior of the vehicle with a predetermined field of view in front of the vehicle
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
- G06V20/58—Recognition of moving objects or obstacles, e.g. vehicles or pedestrians; Recognition of traffic objects, e.g. traffic signs, traffic lights or roads
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
- H04N23/611—Control of cameras or camera modules based on recognised objects where the recognised objects include parts of the human body
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/63—Control of cameras or camera modules by using electronic viewfinders
- H04N23/633—Control of cameras or camera modules by using electronic viewfinders for displaying additional information relating to control or operation of the camera
- H04N23/634—Warning indications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/90—Arrangement of cameras or camera modules, e.g. multiple cameras in TV studios or sports stadiums
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R2300/00—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
- B60R2300/30—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of image processing
- B60R2300/307—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of image processing virtually distinguishing relevant parts of a scene from the background of the scene
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/63—Control of cameras or camera modules by using electronic viewfinders
- H04N23/633—Control of cameras or camera modules by using electronic viewfinders for displaying additional information relating to control or operation of the camera
- H04N23/635—Region indicators; Field of view indicators
Definitions
- the present disclosure relates to a technique for detecting a moving object existing in front of a vehicle and warning a driver.
- a technology has been proposed in which a moving body such as a pedestrian or a bicycle is detected from an image taken in front of a vehicle and a driver is warned that a moving body exists.
- This technology not only prevents the driver from overlooking pedestrians and the like, but also prevents the occurrence of accidents, and can reduce the burden on the driver. It has been.
- the driver will be burdened if the warning of the existence of all these moving bodies is issued.
- Patent Document 1 proposes a technique in which a driver's line of sight is detected and a moving body located at a position deviated from the line of sight is emphasized to display a warning to the driver.
- the proposed technique described above has a problem that it is still difficult to reduce the burden on the driver when there are many moving objects. This is because the driver's line of sight is constantly moving, and the moving body that is highlighted and displayed in the proposed method changes one after another, which makes the driver feel annoying. Also, if a moving object is highlighted and displayed at a position outside the driver's line of sight, the driver's line of sight is naturally guided there, and attention to the part that the driver should really pay attention to is displayed. There is also a risk of scraping.
- This disclosure is intended to provide a moving body warning device and a moving body warning method capable of warning a driver without burden even when a large number of moving bodies exist.
- a moving body warning device that warns a driver of a vehicle that a moving body exists in front of the vehicle captures a front image that is an image of the situation in front of the vehicle.
- a range that the driver is viewing in a range corresponding to the front image in the situation in front and a moving body detection device that detects the moving body from the front image A visual recognition range detection device for detecting a visual recognition range; a determination device that detects the moving object that is continuously present in the visual recognition range for a predetermined reference time;
- a warning device that warns the driver of the presence of the moving body in a different manner between the unrecognized moving body that is not a recognized moving body and the recognized mobile body;
- the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
- a moving body warning method for warning a driver of a vehicle that a moving body is present in front of the vehicle captures a front image that is an image of the situation ahead of the vehicle. And detecting the moving body from the front image, detecting a visual recognition range which is a range visually recognized by the driver in a range corresponding to the front image in the front situation, and Detecting the moving body that is continuously present within a predetermined reference time within a range, determining the moving body as an already-recognized moving body, and the unrecognized moving body that is not the already-recognized moving body; Warning the driver of the presence of the moving body is provided in a manner different from that of the recognized moving body.
- the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
- FIG. 1 is an explanatory diagram of a vehicle equipped with the moving body warning device of the present embodiment
- FIG. 2 is a block diagram of the mobile warning device of the present embodiment
- FIG. 3 is a flowchart of a mobile object warning process for warning a mobile object
- FIG. 4 is an explanatory diagram illustrating a state in which the moving object is detected from the front image
- FIG. 5 is an explanatory diagram showing a method for determining whether or not a moving object exists in the viewing range.
- FIG. 6 is a list diagram showing an outline of attributes to be given to the moving object.
- FIG. 7 is a flowchart of attribute assignment processing for assigning an attribute to a mobile object.
- FIG. 8 is a list illustrating various warning modes of the moving object,
- FIG. 9 is an explanatory diagram illustrating the manner in which warning modes for a plurality of moving objects change,
- FIG. 10 is a flowchart of attribute assignment processing according to a modification.
- FIG. 1 shows a general configuration of a vehicle 1 on which a moving body warning device 10 of the present embodiment is mounted.
- the moving body warning device 10 of the present embodiment is mounted on a front camera 12 that captures the situation in front of the vehicle 1 and a dashboard (or steering column) of the vehicle 1 so that the driver can view the vehicle from the front.
- a driver camera 14 that captures an image of the face, a display 16 that displays the situation in front of the vehicle on the screen and displays a warning to the driver of the presence of a moving object (pedestrian, bicycle, car, etc.);
- a control unit 18 for controlling the operation is provided.
- "warning display” is a warning that is displayed by highlighting the marker image in some way, such as overlaying the marker image, displaying the contour with emphasis, or displaying the relevant part brighter than the surroundings. This is the display form.
- an image of the front situation (front image) taken by the front camera 12 is displayed on the display 16, and the presence of a moving object is displayed on the display 16 as a warning.
- the presence of the moving body may be displayed as a warning by projecting a warning image on the windshield over the driver's field of view from the dashboard of the vehicle 1 or the like.
- an audible warning may be given by generating a warning sound or sound that informs the driver of the presence of the moving body.
- FIG. 2 shows an internal configuration of the control unit 18 of the moving object warning device 10.
- the control unit 18 includes a moving body detection unit 18a, a determination unit 18b, a visual range detection unit 18c, and a warning unit 18d.
- the moving body detection unit 18a, the determination unit 18b, the visual recognition range detection unit 18c, and the warning unit 18d are conceptually classified from the inside of the control unit 18 focusing on functions, and each is physically separated. Need not exist. Also, these can be realized in hardware by an integrated circuit called a so-called LSI, or can be realized in software by a computer program. Of course, a part may be realized by hardware and the remaining part may be realized by software.
- the moving body detection unit 18a When the moving body detection unit 18a receives the front image captured by the front camera 12, the moving body detection unit 18a detects a moving body such as a pedestrian, a bicycle, or a car.
- the viewing range detection unit 18c detects a range (viewing range) that the driver is viewing from the driver's face image captured by the driver camera 14.
- the determination unit 18b determines whether or not the driver recognizes the moving object for each of the moving objects detected by the moving object detection unit 18a based on the visual field range detected by the visual range detection unit 18c. .
- the warning unit 18d displays a warning on the moving body on the screen of the display 16 based on the determination result in the determination unit 18b. At this time, by displaying a warning by the method described below, even if a plurality of moving bodies are detected from the front image, it is possible to warn the moving bodies without burdening the driver. Become.
- the front camera 12 that captures the front image corresponds to the “imaging device” in the present disclosure
- the moving body detection unit 18a that detects the moving body based on the front image includes the “movement” in the present disclosure.
- the viewing range detection unit 18c of the present embodiment corresponds to the “viewing range detection device” in the present disclosure
- the determination unit 18b corresponds to the “determination device” in the present disclosure.
- the warning unit 18d and the display 16 correspond to the “warning device” in the present disclosure.
- FIG 3 shows a flowchart of processing (moving body warning processing) in which the moving body warning device 10 according to the present embodiment detects a moving body existing in front of the vehicle 1 and warns the driver. This process is executed by the control unit 18 of the mobile object warning device 10.
- a front image photographed by the front camera 12 is acquired (S100).
- the front camera 12 has a so-called moving image shooting function, and takes a front image at a rate of 30 frames per second and outputs it to the control unit 18.
- image data for one frame output from the front camera 12 is acquired and stored in a memory (not shown) in the control unit 18.
- a moving object is detected from the front image (S102).
- the moving object can be detected by a method for obtaining a difference between images or a method for obtaining a correlation between images. That is, since the front camera 12 captures the front image at a rate of 30 frames per second, the image of a certain frame is almost the same as the image of the previous frame, but only the part where the moving object is shown Will be a different image. Therefore, if a difference is taken between two images, a moving object shown in the image can be detected.
- the moving body is shown in a certain size in the front image, and one moving body moves in substantially the same direction. Therefore, strong correlation will appear if image correlation is taken in the part where the moving object exists.
- the moving object existing in the front image is detected by using any one of the image difference and the correlation, or by combining these.
- FIG. 4 illustrates a state in which a moving object is detected from the front image.
- three moving bodies A to C are detected.
- the “viewing range” refers to a range within the field of view of the driver of the vehicle 1 and in which the driver can correctly recognize the object. That is, a human has a field of view close to 180 degrees, but can only recognize such things as “something” or “something moved” at the edge of the field of view. An object can be correctly recognized only within a predetermined solid angle range with a so-called line of sight as a central axis.
- the viewing range refers to a range of a predetermined solid angle with this line of sight as the central axis.
- the left and right angle (Yaw angle) of the driver's face is detected from the driver's image taken from the front using the driver camera 14, and the face direction is the direction of the line of sight. To detect the viewing range.
- FIG. 5 conceptually shows how the driver's visible range is detected.
- the driver is directed rightward by a Yaw angle with respect to the front front indicated by a one-dot chain line in the drawing. Accordingly, assuming that the face direction is the direction of the line of sight, the range of the angle ⁇ on each side is set as the viewing range. Therefore, in the illustrated example, only the moving body C among the moving bodies A to C exists within the viewing range.
- the face direction in the left-right direction (Yaw angle direction) is detected, but the face direction in the up-down direction (Pitch angle direction) may also be detected.
- the direction defined by the Yaw angle and the Pitch angle is the direction of the line of sight, within the range of the angle ⁇ vertically or horizontally, or within the range of the solid angle 2 ⁇ with the direction of the line of sight as the central axis. It is good also as a visual recognition range.
- the face direction represents the direction of the line of sight, but the direction of the line of sight may be detected more directly by detecting the position of the driver's pupil.
- an attribute assigning process for assigning an attribute to the detected moving object is started (S200).
- various attributes are assigned to each detected moving object. For example, in the example shown in FIG. 4, three moving objects A to C are detected, but various attributes are assigned to each moving object.
- a warning display mode is determined for each moving body according to the attached attribute, and the result is output to the display 16 to display the warning on the moving body for the driver (S106).
- the process determines whether or not the driving of the vehicle 1 is finished (S108). If the driving is not finished (S108: no), the process returns to S100 to acquire a new front image, and then the series of processes described above are performed. repeat.
- the moving object warning process of FIG. 3 also executes the above-described series of processes at a rate of 30 times per second.
- the attribute of the moving object in the front image is updated every frame, and the manner in which the moving object is displayed as a warning on the display 16 also changes every moment.
- C. Attribute assignment processing In the following, the details of the attribute assigning process (S200) for assigning attributes to a mobile object will be described. As preparation, an outline of attributes provided to the mobile object by the control unit 18 of this embodiment will be described in advance.
- FIG. 6 shows a list of attributes assigned to the moving object. Of these seven attributes, attribute 1 and attribute 2 are attributes that are assigned when a moving object is detected in the front image, and the remaining five attributes (attributes 3 to 7) are attribute attributes. This attribute is given by the grant process.
- Attribute 1 is an attribute related to the position and size of the moving object on the front image.
- the detected moving body is surrounded by a rectangular frame, and the coordinate values of two points existing on the diagonal of the rectangular frame are used as the attribute 1.
- the coordinate values on the images of the points a1 and a2 are the attribute 1.
- Attribute 2 is an attribute that represents the moving direction of the moving object.
- the attribute 2 can take a value of 0 to 7, and “0” of the attribute 2 indicates that it moves rightward on the image.
- “1” indicates a movement in the lower right direction
- “2” indicates a movement in the lower direction.
- “3” indicates that the movement is in the lower left direction
- “4” indicates that the movement is in the left direction
- “5” indicates that the movement is in the upper left direction
- “6” indicates that the movement is in the upward direction
- “7” indicates that the movement is in the upper right direction.
- the result of roughly classifying the moving direction of the moving body into eight as described above is used as attribute 2.
- the present invention is not limited to this, and a vector representing the moving direction and moving speed of the moving body is used. It can also be used as attribute 2.
- Attribute 3 is a flag (viewing range flag) indicating whether or not the moving body is within the driver's viewing range (see FIG. 5).
- the viewing range flag ON indicates that the moving body is within the viewing range.
- Attribute 4 is an attribute that indicates how many frames the moving body within the viewing range is continuously within the viewing range. If a certain moving body is continuously within the viewing range over a certain number of frames, it can be considered that the driver has recognized.
- Attribute 5 is an attribute indicating the number of times recognized by the driver. This attribute 5 counts the number of times of recognition in response to the fact that the driver may recognize the moving body once recognized many times.
- Attribute 6 is an attribute indicating the number of frames that have passed without the moving body in the front image being recognized even once by the driver. If the predetermined number of frames has passed without being recognized by the driver even once, the moving body is considered to be overlooked by the driver.
- Attribute 7 is a flag (oversight flag) indicating that the moving body is overlooked by the driver.
- the oversight flag ON indicates that the moving body is overlooked.
- attribute 3 viewing range flag
- attribute 7 missing flag
- attributes 4 to 6 are set to “0”.
- the image of the frame is supplied from the front camera 12 and is updated each time the attribute assigning process described below is executed.
- attribute 1 and attribute 2 are updated not by the attribute assigning process but by the process of detecting the moving object in the moving object warning process (S102 in FIG. 3).
- FIG. 7 shows a flowchart of attribute assignment processing. Prior to this process, in the moving body warning process of FIG. 3, the moving body of the front image and the driver's visual recognition range have already been detected.
- one arbitrary moving body is selected from the detected moving bodies (S202). Then, it is determined whether or not the selected moving object is within the driver's visual recognition range (S204).
- Whether or not the moving body is within the viewing range can be determined based on the attribute 1 of the moving body and the driver's viewing range that has been detected in advance. That is, from the attribute 1 of the moving body, it is possible to determine how much the moving body is located at the Yaw angle from the front in front of the driver. Then, if the calculated Yaw angle of the moving body is within the range of ⁇ on both sides of the Yaw angle of the driver's line of sight, it is determined that the moving body is within the driver's viewing range. (See FIG. 5).
- the viewing range flag of attribute 3 is turned ON (S206), and "1" is added to the value of attribute 4 (S208).
- the attribute 4 indicates the number of frames in which the moving object is continuously present in the viewing range.
- the number of frames that are continuously within the viewing range that is, attribute 4 is set. Add “1”.
- the viewing range flag of attribute 3 is turned off (S210), and the value of attribute 4 is initially set to “0”. (S212).
- the attribute 4 is not the cumulative value of the number of frames in which the moving object is present in the viewing range, but the number of frames that are continuously present in the viewing range.
- the first threshold value TH1 is a threshold value used for determining whether or not the driver has recognized the moving body.
- the driver cannot recognize that the moving body is present in the viewable range, but the moving body continues to stay in the viewable range for a certain period of time. If so, it may be considered that the driver has recognized the moving body. This is because, if the moving object exists only within the viewing range, it may be possible that the line of sight happens to pass over the moving object, whereas the moving object remains within the viewing range for a certain period of time. The fact that the vehicle is staying is because it is considered that the driver intentionally directs his / her line of sight toward the moving body.
- the driver intends the moving body. Can be determined (that is, recognized by the driver).
- the first threshold value TH1 corresponds to the “reference time” in the present disclosure.
- the attribute 5 represents the number of times that the moving body is recognized by the driver.
- the value of the attribute 5 of the present embodiment represents the number of times recognized by the driver, it corresponds to the “determination number” in the present disclosure.
- the oversight flag of attribute 7 is set to OFF (S220).
- the oversight flag is a flag indicating that the moving body is overlooked by the driver. Therefore, if “1” is added to the value of attribute 5 (the number of times the moving body has been recognized by the driver) in S216, it will be unreasonable if the oversight flag is set to ON. Therefore, the oversight flag of attribute 7 is set to OFF (S220).
- the value of attribute 4 (the number of frames in which the moving body is continuously present in the viewing range) does not reach the first threshold value TH1 (S214: no), or the moving body is within the viewing range in the first place. If the attribute 3 viewing range flag and the attribute 4 value are initialized (S210, S212), the attribute 5 value (number of times recognized by the driver) is “0”. Is determined (S222).
- the value of attribute 6 indicates the number of frames that have passed without being recognized by the driver even once after being detected as a moving body.
- the second threshold TH2 is set to a value larger than the first threshold TH1 described above.
- the attribute 6 has reached the second threshold value TH2 (S226: yes)
- the oversight flag of the attribute 7 is kept OFF.
- attribute 6 and the attribute 7 are attributes related to a state in which the moving body has not been recognized by the driver even once, when the value of the attribute 5 is not “0” (S222: no), The processing relating to attribute 6 and attribute 7 (S224 to S228) is not necessary.
- the second threshold value TH2 corresponds to the “missing time” in the present disclosure.
- the moving object in which the oversight flag is set to ON corresponds to the “overlooked moving object” in the present disclosure.
- FIG. 8 shows a list of warning display modes set according to the attributes of the moving object.
- the warning display mode is set based on the value of attribute 5 (number of times recognized by the driver) and the setting of the oversight flag of attribute 7. Yes.
- FIG. 8B conceptually shows how the warning display changes according to the attribute setting.
- attribute 5 the value of attribute 5 immediately after detection is set to “0”, and the oversight flag of attribute 7 is set to OFF.
- the mobile object is surrounded by a red rectangular frame (red frame) and a warning is displayed.
- red frame the red frame is displayed as a thick solid line frame.
- first threshold value TH1 “1” is added to the value of attribute 5 (see S216 in FIG. 7). Accordingly, since it can be considered that the mobile object having the attribute 5 value of “1” is recognized once by the driver, it is surrounded by a thin blue line rectangular frame (blue frame) and displayed as a warning. Compared with the red frame in the case of the attribute 5 value “0”, the color of the frame line has been changed from red to blue, and the thickness of the frame line has become thinner.
- the blue frame is a warning display that is less noticeable than the red frame.
- a mobile object in which “1” is added to the value of attribute 5 and the value of attribute 5 is “3” is recognized by the driver three times. Since such a moving body is considered to be sufficiently recognized by the driver, there is no need to display a warning. Therefore, no frame display (warning display) is performed for a moving object having an attribute 5 value of “3” or more.
- the moving object having the attribute 5 value of “1” or more is considered to be a moving object already recognized by the driver (recognized moving object)
- the blue frame (dashed blue frame)
- the warning display mode is not so conspicuous as well as the warning display is not performed.
- the moving object having the attribute 5 value of “0”, including the moving object with the oversight flag ON is not yet recognized by the driver (unrecognized). Therefore, the warning is displayed in a more conspicuous manner than the recognized mobile object.
- FIG. 9 shows the manner in which the warning display mode changes for a plurality of moving bodies detected from the front image.
- FIG. 9A illustrates an image displayed on the screen of the display 16 when a moving object is detected for the first time from the front image.
- ten moving bodies from the moving bodies a to j are detected.
- FIG. 9B shows an image after a predetermined time (for example, 1 to 2 seconds) has elapsed from the image of FIG. 9A.
- a predetermined time for example, 1 to 2 seconds
- several moving bodies here, moving bodies b, c, d, g, h
- the value of attribute 5 is set to “1”.
- the display mode is changed from a red frame to a blue frame.
- FIG. 9 (c) shows an image after a predetermined time has elapsed from the image of FIG. 9 (b).
- several more moving bodies here, moving bodies e and i
- the warning display mode is changed from the red frame to the blue frame.
- mobile bodies here, mobile bodies b, c, g, and h
- mobile bodies here, mobile bodies b, c, g, and h
- moving bodies here, moving bodies a and f
- FIG. 9 (d) shows an image after a predetermined time has elapsed from the image of FIG. 9 (c).
- the moving body that has not yet been recognized here, the moving body f
- the warning display mode is changed from the red frame to the blue frame.
- a mobile body here, mobile bodies d, e, i, j
- a warning display mode is changed from a blue frame to a broken blue frame is recognized again among mobile bodies that have already been recognized.
- mobile objects in this case, mobile objects b, c, g, and h
- the moving body warning device 10 of the present embodiment even when there are a plurality of moving bodies in the front image (see FIG. 9A), the moving body recognized by the driver (recognized moving body). With respect to, the burden on the driver can be reduced by changing the manner of warning display. On the other hand, since the moving body that is not recognized by the driver (unrecognized moving body) is more noticeable than the already recognized moving body, the driver can be surely warned of the presence of the moving body. It becomes possible.
- the burden on the driver can be further reduced by changing the warning display mode for the already-recognized moving body according to the value of the attribute 5.
- the mode of warning display is changed according to the setting of the oversight flag of attribute 7, it is possible to more reliably warn the driver of the presence of the moving body.
- the number of times the moving body has been recognized by the driver has been described as increasing but not decreasing.
- the value of attribute 5 may be subtracted if the state that is not recognized by the driver continues for a long time after being recognized by the driver.
- FIG. 10 shows a flowchart of such a modification attribute assignment process.
- the attribute assignment process (S300) of the modification is a process executed instead of the attribute assignment process (S200) of the present embodiment described above with reference to FIG.
- the attribute assignment process (S300) of the modification will be briefly described with the difference as a center.
- one arbitrary moving body is selected from the detected moving bodies (S302), and the selected moving body is within the driver's viewing range. It is determined whether or not there is (S304).
- the viewing range flag of attribute 3 is turned ON (S306), and the value of attribute 4 (continuously exists within the viewing range). “1” is added to the number of frames) (S308).
- the viewing range flag of attribute 3 is turned off (S310), and the value of attribute 4 is initialized to “0” (S312). ).
- attribute 6 represents the number of frames that have passed without the moving body being recognized by the driver. Therefore, in the modification, even after the moving body is recognized by the driver, the number of frames is counted by the attribute 6 if the state in which the moving body is not recognized thereafter continues.
- the second threshold value for determining whether to subtract the value of attribute 5 is the same as the threshold value for determining whether to set the oversight flag for attribute 7 to ON. It has been described that the threshold value TH2 is used. Of course, a threshold different from the second threshold TH2 may be used as a threshold for determining whether to subtract the value of attribute 5.
- the second threshold value TH2 used for determining whether or not to subtract the value of attribute 5 corresponds to “threshold time” in the present disclosure.
- This disclosure includes the following aspects.
- a moving body warning device that warns a driver of a vehicle that a moving body exists in front of the vehicle captures a front image that is an image of the situation in front of the vehicle.
- a range that the driver is viewing in a range corresponding to the front image in the situation in front and a moving body detection device that detects the moving body from the front image A visual recognition range detection device for detecting a visual recognition range; a determination device that detects the moving object that is continuously present in the visual recognition range for a predetermined reference time;
- a warning device that warns the driver of the presence of the moving body in a different manner between the unrecognized moving body that is not a recognized moving body and the recognized mobile body;
- the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
- the visual recognition range detection device may detect the visual recognition range based on an image of the driver taken from the front of the driver. In this case, if a driver's image is taken from the front, the visual recognition range can be easily detected from the driver's face orientation, pupil position, and the like.
- the moving body warning device may further include a counting device that counts the number of times that the moving body is determined to be the recognized moving body for each moving body.
- the warning device warns the driver of the presence of the recognized mobile object in a manner corresponding to the number of determinations.
- the degree of recognition of the driver is different between a moving body with a large number of times determined as a recognized moving body and a moving body with a small number of times. Therefore, for a recognized mobile object, if the driver is warned in a manner corresponding to the number of times of determination, it is possible to reliably warn of the existence of the mobile object while placing an excessive burden on the driver. Become.
- the warning device may stop the warning to the driver for the already-recognized moving body whose number of determinations has reached a predetermined number.
- the moving body that has been determined many times as the already recognized moving body is sufficiently recognized by the driver. Therefore, if the warning to the driver is stopped for the already-recognized moving body that has reached the predetermined number of times, the burden on the driver is reduced without causing the driver to overlook the presence of the moving body. be able to.
- the moving body warning device that warns in a manner according to the number of determinations, the driver can be warned in a more appropriate manner by reducing the number of determinations as described above.
- the determination device may detect the moving body in which the state of the unrecognized moving body continues for a predetermined oversight time and determine the moving body as an overlooked moving body.
- the warning device warns the driver of the presence of the moving body in a manner that is different from the unrecognized moving body and the recognized mobile body. In this case, since the state of the unrecognized moving body continues over the predetermined oversight time, it is desirable that the overlooking moving body warns the driver more clearly. Therefore, the warning can be clearly given to the driver if the warning is given in a different manner from the unrecognized moving object that is not the overlooking moving object and the recognized moving object.
- a moving body warning method for warning a driver of a vehicle that a moving body is present in front of the vehicle captures a front image that is an image of the situation ahead of the vehicle. And detecting the moving body from the front image, detecting a visual recognition range which is a range visually recognized by the driver in a range corresponding to the front image in the front situation, and Detecting the moving body that is continuously present within a predetermined reference time within a range, determining the moving body as an already-recognized moving body, and the unrecognized moving body that is not the already-recognized moving body; Warning the driver of the presence of the moving body is provided in a manner different from that of the recognized moving body.
- the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
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Description
本開示は、2012年8月31日に出願された日本出願番号2012-192593号に基づくもので、ここにその記載内容を援用する。 This disclosure is based on Japanese Application No. 2012-192593 filed on August 31, 2012, the contents of which are incorporated herein by reference.
本開示は、車両の前方に存在する移動体を検出して、運転者に警告する技術に関するものである。 The present disclosure relates to a technique for detecting a moving object existing in front of a vehicle and warning a driver.
車両の前方を撮影した画像から歩行者や自転車などの移動体を検出して、移動体が存在する旨を運転者に警告する技術が提案されている。この技術は、運転者が歩行者などを見落とすことを回避して事故の発生を防止するだけでなく、運転者の負担も軽減することができるなど、有効な運転支援技術になり得るものと考えられている。もっとも、多くの移動体が存在する場合、それら全ての移動体の存在を警告したのでは却って運転者に負担をかけてしまう虞がある。 A technology has been proposed in which a moving body such as a pedestrian or a bicycle is detected from an image taken in front of a vehicle and a driver is warned that a moving body exists. This technology not only prevents the driver from overlooking pedestrians and the like, but also prevents the occurrence of accidents, and can reduce the burden on the driver. It has been. However, when there are many moving bodies, there is a possibility that the driver will be burdened if the warning of the existence of all these moving bodies is issued.
そこで、全ての移動体を同じように警告するのではなく、移動体の危険度に応じて警告することが試みられている。そのような試みの1つとして、運転者の視線を検出して、視線から外れた位置にある移動体を強調して運転者に警告表示する技術が提案されている(特許文献1)。 Therefore, instead of warning all moving bodies in the same way, an attempt is made to warn according to the danger level of the moving bodies. As one of such attempts, a technique has been proposed in which a driver's line of sight is detected and a moving body located at a position deviated from the line of sight is emphasized to display a warning to the driver (Patent Document 1).
しかし、上述した提案の技術では、多くの移動体が存在する場合に、依然として運転者の負担を軽減することが難しいという問題があった。これは、運転者の視線は絶え間なく動いているため、提案の方法では強調して警告表示される移動体が次々と切り換わることとなって、運転者には煩わしく感じられるためである。また、運転者の視線から外れた位置で移動体を強調して警告表示すると、運転者の視線が自然とそちらに誘導されることとなって、運転者が本当に注意するべき部分への注意が削がれる虞もある。 However, the proposed technique described above has a problem that it is still difficult to reduce the burden on the driver when there are many moving objects. This is because the driver's line of sight is constantly moving, and the moving body that is highlighted and displayed in the proposed method changes one after another, which makes the driver feel annoying. Also, if a moving object is highlighted and displayed at a position outside the driver's line of sight, the driver's line of sight is naturally guided there, and attention to the part that the driver should really pay attention to is displayed. There is also a risk of scraping.
本開示は、多数の移動体が存在する場合でも運転者に負担をかけることなく警告することが可能な移動体警告装置、および移動体警告方法を提供することを目的とする。 This disclosure is intended to provide a moving body warning device and a moving body warning method capable of warning a driver without burden even when a large number of moving bodies exist.
本開示の第一の態様において、車両の前方に移動体が存在することを該車両の運転者に警告する移動体警告装置は、前記車両の前方の状況を撮影した画像である前方画像を撮影する撮影装置と、前記前方画像から前記移動体を検出する移動体検出装置と、前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出する視認範囲検出装置と、前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定する判定装置と、前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告する警告装置とを備える。 In the first aspect of the present disclosure, a moving body warning device that warns a driver of a vehicle that a moving body exists in front of the vehicle captures a front image that is an image of the situation in front of the vehicle. A range that the driver is viewing in a range corresponding to the front image in the situation in front and a moving body detection device that detects the moving body from the front image A visual recognition range detection device for detecting a visual recognition range; a determination device that detects the moving object that is continuously present in the visual recognition range for a predetermined reference time; A warning device that warns the driver of the presence of the moving body in a different manner between the unrecognized moving body that is not a recognized moving body and the recognized mobile body;
上記の場合、前方画像中に複数の移動体が存在する場合でも、警告の態様から既認識移動体と未認識移動体とを区別することができるので、運転者の負担を軽減することができる。また、未認識移動体については、既認識移動体とは異なる態様で警告することから、未認識移動体の存在を運転者に確実に認識させることも可能となる。 In the above case, even when there are a plurality of moving bodies in the front image, the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. . Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
本開示の第二の態様において、車両の前方に移動体が存在することを該車両の運転者に警告する移動体警告方法は、前記車両の前方の状況を撮影した画像である前方画像を撮影し、前記前方画像から前記移動体を検出し、前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出し、前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定し、前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告することを備える。 In the second aspect of the present disclosure, a moving body warning method for warning a driver of a vehicle that a moving body is present in front of the vehicle captures a front image that is an image of the situation ahead of the vehicle. And detecting the moving body from the front image, detecting a visual recognition range which is a range visually recognized by the driver in a range corresponding to the front image in the front situation, and Detecting the moving body that is continuously present within a predetermined reference time within a range, determining the moving body as an already-recognized moving body, and the unrecognized moving body that is not the already-recognized moving body; Warning the driver of the presence of the moving body is provided in a manner different from that of the recognized moving body.
上記の場合、前方画像中に複数の移動体が存在する場合でも、警告の態様から既認識移動体と未認識移動体とを区別することができるので、運転者の負担を軽減することができる。また、未認識移動体については、既認識移動体とは異なる態様で警告することから、未認識移動体の存在を運転者に確実に認識させることも可能となる。 In the above case, even when there are a plurality of moving bodies in the front image, the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. . Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
本開示についての上記目的およびその他の目的、特徴や利点は、添付の図面を参照しながら下記の詳細な記述により、より明確になる。その図面は、
以下では、上述した本願開示の内容を明確にするために実施例について説明する。
A.装置構成 :
図1には、本実施例の移動体警告装置10を搭載した車両1の大まかな構成が示されている。図示されているように本実施例の移動体警告装置10は、車両1の前方の状況を撮影する前方カメラ12と、車両1のダッシュボード(あるいはステアリングコラム)に搭載されて前方から運転者の顔の画像を撮影するドライバーカメラ14と、車両の前方の状況を画面上に表示して移動体(歩行者や、自転車、自動車など)の存在を運転者に警告表示するディスプレイ16と、これらの動作を制御する制御部18などを備えている。尚、「警告表示」とは、マーカー画像を重ねて表示したり、輪郭を強調して表示したり、該当部分を周囲よりも明るく表示するなどの何らかの方法で目立たせて表示することで、警告する表示形態をいう。
Hereinafter, examples will be described in order to clarify the contents of the disclosure of the present application described above.
A. Device configuration :
FIG. 1 shows a general configuration of a vehicle 1 on which a moving
また、本実施例では、前方カメラ12で撮影した前方の状況の画像(前方画像)をディスプレイ16に表示し、ディスプレイ16の画面上で移動体の存在を警告表示するものとしている。しかし、車両1のダッシュボードなどから、運転者の視界に重ねて警告用の画像をフロントガラスに投影することによって、移動体の存在を警告表示してもよい。あるいは、移動体の存在を運転者に知らせる警告音や音声を発生させることによって、聴覚的に警告することとしてもよい。
Further, in this embodiment, an image of the front situation (front image) taken by the
図2には、移動体警告装置10の制御部18の内部構成が示されている。図示されるように制御部18は、移動体検出部18aと、判定部18bと、視認範囲検出部18cと、警告部18dとを備えている。尚、これら移動体検出部18a、判定部18b、視認範囲検出部18c、警告部18dは、制御部18の内部を機能に着目して概念的に分類したものであり、それぞれが物理的に別個に存在している必要はない。また、これらは、いわゆるLSIと呼ばれる集積回路などによってハードウェア的に実現することもできるし、あるいはコンピュータープログラムによってソフトウェア的に実現することもできる。もちろん、一部をハードウェア的に実現し、残りの部分をソフトウェア的に実現してもよい。
FIG. 2 shows an internal configuration of the
移動体検出部18aは、前方カメラ12で撮影した前方画像を受け取ると、歩行者や、自転車、自動車などの移動体を検出する。視認範囲検出部18cは、ドライバーカメラ14で撮影した運転者の顔の画像から、運転者が見ている範囲(視認範囲)を検出する。判定部18bは、移動体検出部18aで検出された移動体のそれぞれについて、視認範囲検出部18cで検出した視野範囲に基づいて、運転者がその移動体を認識しているか否かを判定する。そして、警告部18dは、判定部18bでの判定結果に基づいて、ディスプレイ16の画面上で移動体を警告表示する。この時、以下に説明する方法によって警告表示することで、たとえ前方画像から複数の移動体が検出された場合でも、それらの移動体を、運転者に負担をかけることなく警告することが可能となる。
When the moving
尚、本実施例では、前方画像を撮影する前方カメラ12が本開示における「撮影装置」に対応しており、前方画像に基づいて移動体を検出する移動体検出部18aが本開示における「移動体検出装置」に対応する。また、本実施例の視認範囲検出部18cが本開示における「視認範囲検出装置」に対応し、判定部18bが本開示における「判定装置」に対応する。そして、本実施例では警告部18dおよびディスプレイ16が、本開示における「警告装置」に対応する。
B.移動体警告処理 :
図3には、本実施例の移動体警告装置10が、車両1の前方に存在する移動体を検出して運転者に警告する処理(移動体警告処理)のフローチャートが示されている。この処理は、移動体警告装置10の制御部18によって実行される。
In the present embodiment, the
B. Moving object warning processing:
FIG. 3 shows a flowchart of processing (moving body warning processing) in which the moving
移動体警告処理を開始すると、先ず始めに、前方カメラ12で撮影した前方画像を取得する(S100)。前方カメラ12は、いわゆる動画撮影機能を備えており1秒間に30フレームの割合で前方画像を撮影して制御部18に出力する。S100では、前方カメラ12から出力された1フレーム分の画像データを取得して、制御部18内の図示しないメモリに記憶する。
When the moving body warning process is started, first, a front image photographed by the
次に、前方画像の中から移動体を検出する(S102)。移動体は、画像の差分を取る方法、あるいは画像の相関を取る方法によって検出することができる。すなわち、前方カメラ12は1秒間に30フレームの割合で前方画像を撮影するから、あるフレームの画像は、その1つ前のフレームの画像とほとんど同じとなるが、移動体が写っている部分だけは違った画像となる。従って、2つの画像間で差分を取れば、画像中に写った移動体を検出することができる。また、移動体は、前方画像中である程度の大きさに写っており、更に、1つの移動体はほぼ同じ方向に移動している。従って、移動体が存在する部分で画像相関を取れば強い相関が現れることとなり、この性質を利用することで、移動体の位置や、大きさ、移動方向、移動速度などの情報を得ることができる。S102では、画像の差分や、相関の何れかを用いて、あるいはこれらを組み合わせることによって、前方画像中に存在する移動体を検出する。
Next, a moving object is detected from the front image (S102). The moving object can be detected by a method for obtaining a difference between images or a method for obtaining a correlation between images. That is, since the
図4には、前方画像中から移動体が検出された様子が例示されている。図示した例では、A~Cの3つの移動体が検出されている。 FIG. 4 illustrates a state in which a moving object is detected from the front image. In the illustrated example, three moving bodies A to C are detected.
続いて、運転者の視認範囲を検出する(S104)。ここで「視認範囲」とは、車両1の運転者の視野内で、且つ、運転者が対象物を正しく認識可能な範囲を指す。すなわち、人間は180度近い視界を有するが、視界の端の部分では「何かがある」あるいは「何かが動いた」といった程度のことしか認識することができない。対象物を正しく認識できるのは、いわゆる視線を中心軸として所定の立体角の範囲内に限られる。視認範囲とは、この視線を中心軸とした所定の立体角の範囲を指す。 Subsequently, the visible range of the driver is detected (S104). Here, the “viewing range” refers to a range within the field of view of the driver of the vehicle 1 and in which the driver can correctly recognize the object. That is, a human has a field of view close to 180 degrees, but can only recognize such things as “something” or “something moved” at the edge of the field of view. An object can be correctly recognized only within a predetermined solid angle range with a so-called line of sight as a central axis. The viewing range refers to a range of a predetermined solid angle with this line of sight as the central axis.
本実施例では、ドライバーカメラ14を用いて前方から撮影した運転者の画像から、運転者の顔の左右方向の角度(Yaw角)を検出して、顔の向きが視線の向きであると仮定して視認範囲を検出する。
In the present embodiment, it is assumed that the left and right angle (Yaw angle) of the driver's face is detected from the driver's image taken from the front using the
図5には、運転者の視認範囲を検出した様子が概念的に示されている。図示した例では、運転者は、図中に一点鎖線で示した正面前方に対して、Yaw角だけ右方向を向いている。そこで、この顔の向きが視線の方向であると仮定して、左右に角度αずつの範囲内を視認範囲とする。従って、図示した例では、移動体A~Cの中で移動体Cのみが、視認範囲内に存在していることになる。 FIG. 5 conceptually shows how the driver's visible range is detected. In the illustrated example, the driver is directed rightward by a Yaw angle with respect to the front front indicated by a one-dot chain line in the drawing. Accordingly, assuming that the face direction is the direction of the line of sight, the range of the angle α on each side is set as the viewing range. Therefore, in the illustrated example, only the moving body C among the moving bodies A to C exists within the viewing range.
尚、本実施例では、簡単のために、左右方向(Yaw角方向)の顔の向きのみを検出するものとして説明するが、上下方向(Pitch角方向)の顔の向きも検出してもよい。この場合は、Yaw角およびPitch角で規定される方向が視線の方向であると仮定して、上下左右に角度αずつの範囲内、あるいは視線の方向を中心軸として立体角2αの範囲内を、視認範囲としても良い。 In this embodiment, for the sake of simplicity, description will be made assuming that only the face direction in the left-right direction (Yaw angle direction) is detected, but the face direction in the up-down direction (Pitch angle direction) may also be detected. . In this case, assuming that the direction defined by the Yaw angle and the Pitch angle is the direction of the line of sight, within the range of the angle α vertically or horizontally, or within the range of the solid angle 2α with the direction of the line of sight as the central axis. It is good also as a visual recognition range.
また、本実施例では、顔の向きが視線の向きを表しているものと仮定したが、運転者の瞳の位置を検出して、より直接的に視線の方向を検出しても良い。 In the present embodiment, it is assumed that the face direction represents the direction of the line of sight, but the direction of the line of sight may be detected more directly by detecting the position of the driver's pupil.
以上のようにして、前方画像中の移動体と、運転者の視認範囲とを検出したら、今度は、検出した移動体に属性を付与する属性付与処理を開始する(S200)。属性付与処理の詳細については後述するが、この処理では、検出された移動体のそれぞれについて、各種の属性が付与される。たとえば、図4に示した例では、3つの移動体A~Cが検出されているが、それぞれの移動体毎に各種の属性が付与される。 As described above, when the moving object in the front image and the driver's visible range are detected, an attribute assigning process for assigning an attribute to the detected moving object is started (S200). Although details of the attribute assignment process will be described later, in this process, various attributes are assigned to each detected moving object. For example, in the example shown in FIG. 4, three moving objects A to C are detected, but various attributes are assigned to each moving object.
その後、付された属性に応じて移動体毎に警告表示の態様を決定して、その結果をディスプレイ16に出力することによって、運転者に対して移動体を警告表示する(S106)。
Thereafter, a warning display mode is determined for each moving body according to the attached attribute, and the result is output to the
そして、車両1の運転を終了するか否かを判断し(S108)、運転終了でなければ(S108:no)、S100に戻って新たな前方画像を取得した後、上述した続く一連の処理を繰り返す。前述したように前方カメラ12は1秒間に30フレームの割合で前方画像を取得するから、図3の移動体警告処理も1秒間に30回の割合で、上述した一連の処理を実行する。その結果、前方画像中の移動体の属性は1フレーム毎に更新されることになり、ディスプレイ16上で移動体が警告表示される態様も、刻々と変化していく。
C.属性付与処理 :
以下では、移動体に属性を付与する属性付与処理(S200)の詳細について説明するが、その準備として、本実施例の制御部18が移動体に付与する属性の概要について予め説明しておく。
Then, it is determined whether or not the driving of the vehicle 1 is finished (S108). If the driving is not finished (S108: no), the process returns to S100 to acquire a new front image, and then the series of processes described above are performed. repeat. As described above, since the
C. Attribute assignment processing:
In the following, the details of the attribute assigning process (S200) for assigning attributes to a mobile object will be described. As preparation, an outline of attributes provided to the mobile object by the
図6には、移動体に付与される属性の一覧が示されている。尚、これら7つの属性の中で、属性1および属性2は、前方画像中から移動体が検出された段階で付与される属性であり、残りの5つの属性(属性3~7)が、属性付与処理によって付与される属性である。 FIG. 6 shows a list of attributes assigned to the moving object. Of these seven attributes, attribute 1 and attribute 2 are attributes that are assigned when a moving object is detected in the front image, and the remaining five attributes (attributes 3 to 7) are attribute attributes. This attribute is given by the grant process.
属性1は、前方画像上での移動体の位置および大きさに関係する属性である。本実施例では、検出された移動体を矩形枠で囲って、矩形枠の対角に存在する2点の座標値を、属性1として使用する。たとえば、図4に示した移動体Aについては、点a1および点a2の画像上での座標値が属性1となる。 Attribute 1 is an attribute related to the position and size of the moving object on the front image. In the present embodiment, the detected moving body is surrounded by a rectangular frame, and the coordinate values of two points existing on the diagonal of the rectangular frame are used as the attribute 1. For example, for the moving object A shown in FIG. 4, the coordinate values on the images of the points a1 and a2 are the attribute 1.
属性2は、移動体の移動方向を表す属性である。本実施例では、属性2は、0~7の値を取ることができ、このうちの「0」は、画像上で右方向に移動していることを示している。また「1」は、右下方向に移動していることを示し、「2」は下方向に移動していることを示している。更に、「3」は左下方向に、「4」は左方向、「5」は左上方向、「6」は上方向、「7」は右上方向に移動していることをそれぞれ示している。 Attribute 2 is an attribute that represents the moving direction of the moving object. In the present embodiment, the attribute 2 can take a value of 0 to 7, and “0” of the attribute 2 indicates that it moves rightward on the image. Further, “1” indicates a movement in the lower right direction, and “2” indicates a movement in the lower direction. Further, “3” indicates that the movement is in the lower left direction, “4” indicates that the movement is in the left direction, “5” indicates that the movement is in the upper left direction, “6” indicates that the movement is in the upward direction, and “7” indicates that the movement is in the upper right direction.
尚、本実施例では、上述のように移動体の移動方向を大まかに8つに分類した結果を属性2として用いるが、これに限らず、移動体の移動方向および移動速度を表すベクトルを、属性2として用いることもできる。 In the present embodiment, the result of roughly classifying the moving direction of the moving body into eight as described above is used as attribute 2. However, the present invention is not limited to this, and a vector representing the moving direction and moving speed of the moving body is used. It can also be used as attribute 2.
属性3は、移動体が運転者の視認範囲内にあるか否か(図5参照)を示すフラグ(視認範囲フラグ)である。視認範囲フラグONは、移動体が視認範囲内にあることを示している。 Attribute 3 is a flag (viewing range flag) indicating whether or not the moving body is within the driver's viewing range (see FIG. 5). The viewing range flag ON indicates that the moving body is within the viewing range.
属性4は、視認範囲内にある移動体について、何フレームに亘って連続して視認範囲内にあるかを示す属性である。ある移動体が、一定のフレーム数に亘って連続して視認範囲内にあれば、運転者が認識したと考えることができる。 Attribute 4 is an attribute that indicates how many frames the moving body within the viewing range is continuously within the viewing range. If a certain moving body is continuously within the viewing range over a certain number of frames, it can be considered that the driver has recognized.
属性5は、運転者によって認識された回数を示す属性である。この属性5は、運転者が一度認識した移動体を何度も認識する場合があることに対応して、認識された回数を計数する。 Attribute 5 is an attribute indicating the number of times recognized by the driver. This attribute 5 counts the number of times of recognition in response to the fact that the driver may recognize the moving body once recognized many times.
属性6は、前方画像中の移動体が、運転者に1回も認識されないまま経過したフレーム数を示す属性である。そして、運転者に1回も認識されないまま所定のフレーム数が経過していれば、その移動体は運転者から見落とされているものと考えられる。 Attribute 6 is an attribute indicating the number of frames that have passed without the moving body in the front image being recognized even once by the driver. If the predetermined number of frames has passed without being recognized by the driver even once, the moving body is considered to be overlooked by the driver.
属性7は、移動体が運転者から見落とされていることを示すフラグ(見落フラグ)である。見落フラグONは、移動体が見落とされた状態であることを示している。 Attribute 7 is a flag (oversight flag) indicating that the moving body is overlooked by the driver. The oversight flag ON indicates that the moving body is overlooked.
移動体が初めて検出された段階では、属性3(視認範囲フラグ)および属性7(見落フラグ)についてはOFFに設定され、属性4~6については「0」が設定されている。しかし、その後は、前方カメラ12からフレームの画像が供給されて、以下に説明する属性付与処理が実行される度に更新されていく。尚、属性1および属性2については、属性付与処理ではなく、移動体警告処理の中で移動体を検出する処理(図3のS102)で更新される。
When the moving object is detected for the first time, attribute 3 (viewing range flag) and attribute 7 (missing flag) are set to OFF, and attributes 4 to 6 are set to “0”. However, thereafter, the image of the frame is supplied from the
図7には、属性付与処理のフローチャートが示されている。この処理に先だって、図3の移動体警告処理の中では、前方画像の移動体と運転者の視認範囲とが既に検出されている。 FIG. 7 shows a flowchart of attribute assignment processing. Prior to this process, in the moving body warning process of FIG. 3, the moving body of the front image and the driver's visual recognition range have already been detected.
属性付与処理(S200)では、先ず始めに、検出された移動体の中から任意の移動体を1つ選択する(S202)。そして、選択した移動体が、運転者の視認範囲内にあるか否かを判断する(S204)。 In the attribute assignment process (S200), first, one arbitrary moving body is selected from the detected moving bodies (S202). Then, it is determined whether or not the selected moving object is within the driver's visual recognition range (S204).
移動体が視認範囲内にあるか否かは、移動体の属性1と、先に検出しておいた運転者の視認範囲とに基づいて判断することができる。すなわち、移動体の属性1から、その移動体が、運転者の正面前方からYaw角にしてどれだけの位置にあるかを求めることができる。そして、求めた移動体のYaw角が、運転者の視線のYaw角を中心として左右にαずつの範囲内に入っていれば、その移動体は運転者の視認範囲内にあると判断することができる(図5参照)。 Whether or not the moving body is within the viewing range can be determined based on the attribute 1 of the moving body and the driver's viewing range that has been detected in advance. That is, from the attribute 1 of the moving body, it is possible to determine how much the moving body is located at the Yaw angle from the front in front of the driver. Then, if the calculated Yaw angle of the moving body is within the range of α on both sides of the Yaw angle of the driver's line of sight, it is determined that the moving body is within the driver's viewing range. (See FIG. 5).
その結果、移動体が視認範囲内にあると判断した場合は(S204:yes)、属性3の視認範囲フラグをONにして(S206)、属性4の値に「1」を加算する(S208)。図6を用いて前述したように属性4は、移動体が、連続して視認範囲内に存在したフレーム数を示している。ここでは、現在処理しているフレームでは、移動体が視認範囲内にある(S204:yes)と判断したことに対応して、連続して視認範囲内に存在したフレーム数(すなわち属性4)に「1」を加算する。 As a result, when it is determined that the moving body is within the viewing range (S204: yes), the viewing range flag of attribute 3 is turned ON (S206), and "1" is added to the value of attribute 4 (S208). . As described above with reference to FIG. 6, the attribute 4 indicates the number of frames in which the moving object is continuously present in the viewing range. Here, in the currently processed frame, in response to the determination that the moving body is within the viewing range (S204: yes), the number of frames that are continuously within the viewing range (that is, attribute 4) is set. Add “1”.
これに対して、移動体が視認範囲内に存在しないと判断した場合は(S204:no)、属性3の視認範囲フラグをOFFにすると共に(S210)、属性4の値を「0」に初期化する(S212)。その結果、属性4は、移動体が視認範囲内に存在したフレーム数の累積値ではなく、視認範囲内に連続して存在するフレーム数が計数されることになる。 On the other hand, when it is determined that the moving body does not exist within the viewing range (S204: no), the viewing range flag of attribute 3 is turned off (S210), and the value of attribute 4 is initially set to “0”. (S212). As a result, the attribute 4 is not the cumulative value of the number of frames in which the moving object is present in the viewing range, but the number of frames that are continuously present in the viewing range.
そして、属性4に「1」を加算した場合は(S208)、属性4の値が所定の第1閾値TH1に達したか否かを判断する(S214)。ここで、第1閾値TH1とは、移動体を運転者が認識したか否かを判断するために用いる閾値である。すなわち、移動体が視認範囲内に存在するというだけでは、その移動体を運転者が認識したということはできないが、移動体がある程度の時間に亘って連続して視認範囲内に留まり続けているのであれば、運転者がその移動体を認識したものと考えて良い。これは、視認範囲内に移動体が存在するだけでは、たまたま視線が移動体の上を通過した場合も考えられるのに対して、移動体がある程度の時間に亘って連続して視認範囲内に留まり続けているということは、運転者が意図して視線をその移動体に向けていると考えられるからである。 If “1” is added to attribute 4 (S208), it is determined whether or not the value of attribute 4 has reached a predetermined first threshold value TH1 (S214). Here, the first threshold value TH1 is a threshold value used for determining whether or not the driver has recognized the moving body. In other words, the driver cannot recognize that the moving body is present in the viewable range, but the moving body continues to stay in the viewable range for a certain period of time. If so, it may be considered that the driver has recognized the moving body. This is because, if the moving object exists only within the viewing range, it may be possible that the line of sight happens to pass over the moving object, whereas the moving object remains within the viewing range for a certain period of time. The fact that the vehicle is staying is because it is considered that the driver intentionally directs his / her line of sight toward the moving body.
従って、属性4の値(移動体が運転者の視認範囲内に連続して存在するフレーム数)が、ある程度の値(第1閾値TH1)に達したら、運転者がその移動体を意図してみている(すなわち、運転者が認識した)ものと判断することができる。 Therefore, when the value of attribute 4 (the number of frames in which the moving body is continuously present within the driver's visual recognition range) reaches a certain value (first threshold value TH1), the driver intends the moving body. Can be determined (that is, recognized by the driver).
尚、前述したように、本実施例ではフレーム数は30フレームが1秒の比率で時間に換算できるから、視認範囲内に連続して存在するフレーム数は、視認範囲内に連続して存在する時間と同義となる。従って、本実施例では、第1閾値TH1が本開示における「基準時間」に対応する。 As described above, in the present embodiment, 30 frames can be converted to time at a rate of 1 second, so the number of frames continuously present in the viewing range is continuously present in the viewing range. Synonymous with time. Therefore, in the present embodiment, the first threshold value TH1 corresponds to the “reference time” in the present disclosure.
その結果、属性4の値が第1閾値TH1に達していれば(S214:yes)、属性5の値に「1」を加算する(S216)。図6を用いて前述したように、属性5は、その移動体が運転者によって認識された回数を表している。尚、本実施例の属性5の値は、運転者が認識した回数を表していることから、本開示における「判定回数」に対応する。 As a result, if the value of attribute 4 has reached the first threshold value TH1 (S214: yes), “1” is added to the value of attribute 5 (S216). As described above with reference to FIG. 6, the attribute 5 represents the number of times that the moving body is recognized by the driver. In addition, since the value of the attribute 5 of the present embodiment represents the number of times recognized by the driver, it corresponds to the “determination number” in the present disclosure.
そして、属性4の値を「0」に初期化した後(S218)、属性7の見落フラグをOFFに設定する(S220)。図6を用いて前述したように、見落フラグは移動体が運転者から見落とされていることを示すフラグである。従って、S216で属性5の値(移動体が運転者によって認識された回数)に「1」を加算した場合は、仮に見落フラグがONに設定されていると不合理が生じるので、念のために属性7の見落フラグをOFFに設定しておく(S220)。 Then, after initializing the value of attribute 4 to “0” (S218), the oversight flag of attribute 7 is set to OFF (S220). As described above with reference to FIG. 6, the oversight flag is a flag indicating that the moving body is overlooked by the driver. Therefore, if “1” is added to the value of attribute 5 (the number of times the moving body has been recognized by the driver) in S216, it will be unreasonable if the oversight flag is set to ON. Therefore, the oversight flag of attribute 7 is set to OFF (S220).
これに対して、属性4の値(移動体が連続して視認範囲内に存在するフレーム数)が第1閾値TH1に達していない場合(S214:no)、あるいは、そもそも移動体が視認範囲内に無いために属性3の視認範囲フラグおよび属性4の値が初期化された場合(S210、S212)は、属性5の値(運転者によって認識された回数)が「0」であるか否かを判断する(S222)。 On the other hand, when the value of attribute 4 (the number of frames in which the moving body is continuously present in the viewing range) does not reach the first threshold value TH1 (S214: no), or the moving body is within the viewing range in the first place. If the attribute 3 viewing range flag and the attribute 4 value are initialized (S210, S212), the attribute 5 value (number of times recognized by the driver) is “0”. Is determined (S222).
その結果、属性5の値が「0」であった場合は(S222:yes)、その移動体は未だ1回も運転者に認識されていないことになるので、属性6の値に「1」を加算する(S224)。図6を用いて前述したように、属性6の値は、移動体として検出された後、運転者に1回も認識されないまま経過したフレーム数を示している。 As a result, if the value of attribute 5 is “0” (S222: yes), the moving body has not been recognized by the driver yet, so the value of attribute 6 is “1”. Are added (S224). As described above with reference to FIG. 6, the value of the attribute 6 indicates the number of frames that have passed without being recognized by the driver even once after being detected as a moving body.
そして、属性6の値が、所定の第2閾値TH2に達したか否かを判断する(S226)。第2閾値TH2は、前述した第1閾値TH1よりも大きな値に設定されている。その結果、属性6が第2閾値TH2に達していた場合は(S226:yes)、その移動体は、運転者に1回も認識されないまま長い時間が経過していると考えられるので、属性7の見落フラグをONに設定する(S228)。これに対して、属性6が第2閾値TH2に達していない場合は(S226:no)、属性7の見落フラグはOFFのままとしておく。また、これら属性6および属性7は、移動体が運転者に1回も認識されていない状態に関連する属性なので、属性5の値が「0」ではなかった場合には(S222:no)、属性6および属性7に関する処理(S224~S228)は不要となる。 Then, it is determined whether or not the value of attribute 6 has reached a predetermined second threshold value TH2 (S226). The second threshold TH2 is set to a value larger than the first threshold TH1 described above. As a result, if the attribute 6 has reached the second threshold value TH2 (S226: yes), it is considered that the mobile body has passed a long time without being recognized even once by the driver. Is set to ON (S228). On the other hand, when the attribute 6 has not reached the second threshold value TH2 (S226: no), the oversight flag of the attribute 7 is kept OFF. In addition, since the attribute 6 and the attribute 7 are attributes related to a state in which the moving body has not been recognized by the driver even once, when the value of the attribute 5 is not “0” (S222: no), The processing relating to attribute 6 and attribute 7 (S224 to S228) is not necessary.
尚、移動体が運転者に1回も認識されないまま経過したフレーム数は、運転者に1回も認識されないまま経過した時間と同義となる。従って、本実施例では、第2閾値TH2が本開示における「見落時間」に対応する。また、見落フラグがONに設定された移動体が、本開示における「見落移動体」に対応する。 It should be noted that the number of frames that have passed without the mobile body being recognized by the driver once is synonymous with the time that has passed without being recognized by the driver once. Therefore, in the present embodiment, the second threshold value TH2 corresponds to the “missing time” in the present disclosure. In addition, the moving object in which the oversight flag is set to ON corresponds to the “overlooked moving object” in the present disclosure.
以上のようにして、選択した移動体の属性3~属性7を設定したら、前方画像から検出された全ての移動体を選択したか否かを判断する(S230)。その結果、未だ選択していない移動体が残っている場合は(S230:no)、S202に戻って新たな移動体を1つ選択した後、上述した一連の処理を繰り返す。これに対して、全ての移動体を選択したと判断した場合は(S230:yes)、図7に示す属性付与処理を終了して、図3の移動体警告処理に復帰する。
D.移動体の警告表示 :
図3に示されるように、移動体警告処理では属性付与処理(S200)から復帰すると、移動体に付与された属性に応じて、それぞれの移動体について警告表示の態様を決定した後、ディスプレイ16の画面上で警告表示する(図3のS106)。
When the attributes 3 to 7 of the selected moving object are set as described above, it is determined whether all the moving objects detected from the front image have been selected (S230). As a result, when there is still a moving body that has not been selected (S230: no), the process returns to S202 to select one new moving body and then repeat the series of processes described above. On the other hand, if it is determined that all the moving objects have been selected (S230: yes), the attribute assignment process shown in FIG. 7 is terminated and the process returns to the moving object warning process of FIG.
D. Moving object warning display:
As shown in FIG. 3, after returning from the attribute assignment process (S200) in the moving object warning process, the display mode is determined after the warning display mode is determined for each moving object according to the attribute given to the moving object. A warning is displayed on the screen (S106 in FIG. 3).
図8には、移動体の属性に応じて設定された警告表示の態様が一覧的に示されている。図8(a)に示されるように、本実施例では、属性5の値(運転者が認識した回数)と、属性7の見落フラグの設定とに基づいて警告表示の態様が設定されている。また、図8(b)には、属性の設定に応じて警告表示の態様が変化する様子が概念的に示されている。 FIG. 8 shows a list of warning display modes set according to the attributes of the moving object. As shown in FIG. 8A, in this embodiment, the warning display mode is set based on the value of attribute 5 (number of times recognized by the driver) and the setting of the oversight flag of attribute 7. Yes. FIG. 8B conceptually shows how the warning display changes according to the attribute setting.
全ての移動体は、検出された直後の属性5の値は「0」に設定され、属性7の見落フラグはOFFに設定されている。この状態(属性5=0)では、まだ運転者に認識されていないと考えられるので、移動体を赤色の矩形の枠(赤色枠)で囲って警告表示する。図8(b)では、赤色枠は太い実線の枠で表示されている。 In all moving objects, the value of attribute 5 immediately after detection is set to “0”, and the oversight flag of attribute 7 is set to OFF. In this state (attribute 5 = 0), since it is considered that the driver has not yet recognized, the mobile object is surrounded by a red rectangular frame (red frame) and a warning is displayed. In FIG. 8B, the red frame is displayed as a thick solid line frame.
その後、運転者の視認範囲内に連続して所定フレーム数(第1閾値TH1)以上留まったら、属性5の値に「1」が加算される(図7のS216参照)。従って、属性5の値が「1」の移動体は、運転者によって1回認識されていると考えて良いので、細い青線の矩形の枠(青色枠)で囲って警告表示する。属性5の値「0」の場合の赤色枠と比較して、枠線の色が赤色から青色へと目立たない色に変更されており、加えて枠線の太さが細くなっているために、青色枠は、赤色枠に比べて目立ちにくい警告表示となっている。 Thereafter, when the number of frames continuously staying within the driver's visual recognition range (first threshold value TH1) or more, “1” is added to the value of attribute 5 (see S216 in FIG. 7). Accordingly, since it can be considered that the mobile object having the attribute 5 value of “1” is recognized once by the driver, it is surrounded by a thin blue line rectangular frame (blue frame) and displayed as a warning. Compared with the red frame in the case of the attribute 5 value “0”, the color of the frame line has been changed from red to blue, and the thickness of the frame line has become thinner. The blue frame is a warning display that is less noticeable than the red frame.
その後、再び、属性5の値に「1」が加算されて、属性5の値が「2」になった移動体は、運転者に2回認識されたことになる。そこで、このような移動体は、細い破線の青色枠(破線の青色枠)で囲って警告表示する。青色枠と比較すると、枠線が破線に変更されている分だけ、破線の青色枠は目立ちにくい警告表示となっている。 After that, “1” is added to the value of attribute 5 again, and the moving object having the value of attribute 5 “2” is recognized twice by the driver. Therefore, such a moving body is displayed with a warning by being surrounded by a thin dashed blue frame (dashed blue frame). Compared with the blue frame, the broken blue frame is a less noticeable warning as the frame line is changed to a broken line.
更に、属性5の値に「1」が加算されて、属性5の値が「3」になった移動体は、運転者に3回認識されたことになる。このような移動体は運転者が十分に認識していると考えられるので、警告表示する必要はない。そこで、属性5の値が「3」以上の移動体については、枠の表示(警告表示)を行わない。 Furthermore, a mobile object in which “1” is added to the value of attribute 5 and the value of attribute 5 is “3” is recognized by the driver three times. Since such a moving body is considered to be sufficiently recognized by the driver, there is no need to display a warning. Therefore, no frame display (warning display) is performed for a moving object having an attribute 5 value of “3” or more.
このように本実施例では、属性5の値が「1」以上の移動体については、運転者によって既に認識された移動体(既認識移動体)と考えられるので、青色枠(破線の青色枠も含む)のようにあまり目立たない警告表示の態様か、若しくは警告表示を行わないこととしている。 As described above, in this embodiment, since the moving object having the attribute 5 value of “1” or more is considered to be a moving object already recognized by the driver (recognized moving object), the blue frame (dashed blue frame) The warning display mode is not so conspicuous as well as the warning display is not performed.
これに対して、運転者に1回も認識されないまま(すなわち、属性5の値が「0」のまま)所定フレーム数(第2閾値TH2)以上が経過すると、属性7の見落フラグがONに設定される(図7のS228参照)。このような移動体は、赤色枠で囲う程度の警告表示では足らないと考えられるので、赤色枠を点滅表示させて、より目立ちやすい警告表示とする。 On the other hand, when the number of frames (second threshold value TH2) or more passes without being recognized by the driver even once (that is, the value of attribute 5 remains “0”), the oversight flag of attribute 7 is turned on. (See S228 of FIG. 7). For such a moving body, it is considered that the warning display of the extent surrounded by the red frame is insufficient, so the red frame is blinked to make the warning display more conspicuous.
以上に説明したように本実施例では、属性5の値が「0」の移動体については、見落フラグがONの移動体も含めて、運転者が未だ認識していない移動体(未認識移動体)と考えられるので、既認識移動体よりも目立ちやすい態様で警告表示を行うこととしている。 As described above, in this embodiment, the moving object having the attribute 5 value of “0”, including the moving object with the oversight flag ON, is not yet recognized by the driver (unrecognized). Therefore, the warning is displayed in a more conspicuous manner than the recognized mobile object.
そして、既認識移動体と未認識移動体とで警告表示の態様を異ならせているので、多数の移動体が存在する場合でも、運転者に負担をかけることなく、それでいながら移動体の存在を確実に警告することが可能となる。以下では、この点について説明する。 And since the mode of warning display is different between the recognized mobile body and the unrecognized mobile body, even if there are a large number of mobile bodies, there is no burden on the driver, but the existence of the mobile body Can be reliably warned. This point will be described below.
図9には、前方画像から検出された複数の移動体について、警告表示の態様が変化していく様子が示されている。図9(a)には、前方画像から初めて移動体が検出された時に、ディスプレイ16の画面上に表示される画像が例示されている。図示した例では、移動体a~jまでの10個の移動体が検出されている。また、これらの移動体は初めて検出された状態(属性5=0)なので、全て赤色枠で囲って警告表示されている。
FIG. 9 shows the manner in which the warning display mode changes for a plurality of moving bodies detected from the front image. FIG. 9A illustrates an image displayed on the screen of the
図9(b)には、図9(a)の画像から所定時間(たとえば1~2秒)が経過した後の画像が示されている。この所定時間の間に、幾つかの移動体(ここでは移動体b、c、d、g、h)については運転者に認識されて属性5の値が「1」になり、それに伴って警告表示の態様が、赤色枠から青色枠に変更されている。 FIG. 9B shows an image after a predetermined time (for example, 1 to 2 seconds) has elapsed from the image of FIG. 9A. During this predetermined time, several moving bodies (here, moving bodies b, c, d, g, h) are recognized by the driver, and the value of attribute 5 is set to “1”. The display mode is changed from a red frame to a blue frame.
図9(c)には、図9(b)の画像から更に所定時間が経過した後の画像が示されている。この図9(c)の画像では、更に幾つかの移動体(ここでは移動体e、i)が運転者に認識されて、警告表示の態様が赤色枠から青色枠に変更されると同時に、既に認識されていた移動体の中には、再び認識されて警告表示の態様が青色枠から破線の青色枠に変更された移動体(ここでは移動体b、c、g、h)も存在している。その一方で、この段階でも依然として運転者に認識されていない移動体(ここでは移動体a、f)も存在している。 FIG. 9 (c) shows an image after a predetermined time has elapsed from the image of FIG. 9 (b). In the image of FIG. 9 (c), several more moving bodies (here, moving bodies e and i) are recognized by the driver and the warning display mode is changed from the red frame to the blue frame. Among the mobile bodies that have already been recognized, there are mobile bodies (here, mobile bodies b, c, g, and h) that have been recognized again and whose warning display mode has been changed from a blue frame to a dashed blue frame. ing. On the other hand, there are also moving bodies (here, moving bodies a and f) that are not yet recognized by the driver at this stage.
図9(d)には、図9(c)の画像から更に所定時間が経過した後の画像が示されている。図9(d)の画像では、まだ認識されていなかった移動体(ここでは移動体f)が運転者に認識されて、警告表示の態様が赤色枠から青色枠に変更されている。また、既に認識されていた移動体の中にも再び認識されて、警告表示の態様が青色枠から破線の青色枠に変更された移動体(ここでは移動体d,e,i,j)や、警告表示がされなくなった移動体(ここでは移動体b、c、g、h)も存在している。しかし、この段階でも依然として運転者に認識されていない移動体(ここでは移動体a)も存在しており、このような移動体については属性7の見落フラグがONに設定される結果、警告表示の態様が、赤色枠から点滅する赤色枠に変更されている。 FIG. 9 (d) shows an image after a predetermined time has elapsed from the image of FIG. 9 (c). In the image of FIG. 9D, the moving body that has not yet been recognized (here, the moving body f) is recognized by the driver, and the warning display mode is changed from the red frame to the blue frame. In addition, a mobile body (here, mobile bodies d, e, i, j) in which a warning display mode is changed from a blue frame to a broken blue frame is recognized again among mobile bodies that have already been recognized. There are also mobile objects (in this case, mobile objects b, c, g, and h) that are no longer displaying warnings. However, there is still a moving body (moving body a in this case) that is not yet recognized by the driver at this stage, and the warning flag of attribute 7 is set to ON for such a moving body. The display mode is changed from a red frame to a flashing red frame.
このように本実施例の移動体警告装置10では、前方画像中に複数の移動体が存在する場合でも(図9(a)参照)、運転者によって認識された移動体(既認識移動体)については警告表示の態様を異ならせることで、運転者にかかる負担を軽減することができる。また、その裏返しとして、運転者によって認識されないままの移動体(未認識移動体)は、既認識移動体よりも目立ちやすくなるので、運転者に対して移動体の存在を確実に警告することが可能となる。
Thus, in the moving
更に、図8および図9に例示したように、既認識移動体についても、属性5の値に応じて警告表示の態様を異ならせれば、運転者の負担をより一層軽減することができる。同様に、未認識移動体についても、属性7の見落フラグの設定に応じて警告表示の態様を異ならせれば、運転者に対して移動体の存在をより一層確実に警告することができる。
E.変形例 :
上述した実施例では、移動体が運転者に認識された回数(属性5の値)は、増えることはあっても減ることはないものとして説明した。しかし、運転者に認識された後、あまりに長い間、運転者に認識されない状態が継続した場合には、属性5の値を減算するようにしても良い。
Further, as illustrated in FIGS. 8 and 9, the burden on the driver can be further reduced by changing the warning display mode for the already-recognized moving body according to the value of the attribute 5. Similarly, for an unrecognized moving body, if the mode of warning display is changed according to the setting of the oversight flag of attribute 7, it is possible to more reliably warn the driver of the presence of the moving body.
E. Modified example:
In the above-described embodiment, the number of times the moving body has been recognized by the driver (value of attribute 5) has been described as increasing but not decreasing. However, the value of attribute 5 may be subtracted if the state that is not recognized by the driver continues for a long time after being recognized by the driver.
図10には、このような変形例の属性付与処理のフローチャートが示されている。変形例の属性付与処理(S300)は、図7を用いて前述した本実施例の属性付与処理(S200)の代わりに実行される処理である。 FIG. 10 shows a flowchart of such a modification attribute assignment process. The attribute assignment process (S300) of the modification is a process executed instead of the attribute assignment process (S200) of the present embodiment described above with reference to FIG.
また、変形例の属性付与処理(S300)の処理内容は、本実施例の属性付与処理(S200)とほぼ同様であるが、以下の点が大きく異なっている。すなわち、本実施例の属性付与処理(S200)では、移動体が1回も認識されない間(属性5=0の間)だけ、属性6の値の計数や、属性7の見落フラグの設定などを行っていた。これに対して、変形例の属性付与処理(S300)では、属性5の値が「1」以上の場合にも属性6の値を計数し、属性6の値が第2閾値TH2に達した場合は属性5の値を減算する。以下では、この相違点を中心として、変形例の属性付与処理(S300)について簡単に説明する。 The processing content of the attribute assignment process (S300) of the modification is substantially the same as the attribute assignment process (S200) of the present embodiment, but the following points are greatly different. That is, in the attribute assignment process (S200) of the present embodiment, the value of attribute 6 is counted and the oversight flag of attribute 7 is set only while the moving object is not recognized once (during attribute 5 = 0). Had gone. On the other hand, in the attribute assignment process (S300) of the modified example, the value of attribute 6 is counted even when the value of attribute 5 is “1” or more, and the value of attribute 6 reaches the second threshold value TH2. Subtracts the value of attribute 5. Hereinafter, the attribute assignment process (S300) of the modification will be briefly described with the difference as a center.
変形例の属性付与処理(S300)においても、先ず始めに、検出された移動体の中から任意の移動体を1つ選択し(S302)、選択した移動体が、運転者の視認範囲内にあるか否かを判断する(S304)。 Also in the attribute assignment process (S300) of the modified example, first, one arbitrary moving body is selected from the detected moving bodies (S302), and the selected moving body is within the driver's viewing range. It is determined whether or not there is (S304).
その結果、移動体が視認範囲内にあると判断した場合は(S304:yes)、属性3の視認範囲フラグをONにして(S306)、属性4の値(連続して視認範囲内に存在したフレーム数)に「1」を加算する(S308)。一方、移動体が視認範囲内に存在しないと判断した場合は(S304:no)、属性3の視認範囲フラグをOFFにして(S310)、属性4の値を「0」に初期化する(S312)。 As a result, when it is determined that the moving body is within the viewing range (S304: yes), the viewing range flag of attribute 3 is turned ON (S306), and the value of attribute 4 (continuously exists within the viewing range). “1” is added to the number of frames) (S308). On the other hand, when it is determined that the moving object does not exist within the viewing range (S304: no), the viewing range flag of attribute 3 is turned off (S310), and the value of attribute 4 is initialized to “0” (S312). ).
そして、属性4に「1」を加算した場合は(S308)、属性4の値が所定の第1閾値TH1に達したか否かを判断し(S314)、第1閾値TH1に達していれば(S314:yes)、運転者によって認識されたものと判断できるので、属性5の値(運転者が認識した回数)に「1」を加算する(S316)。その後、属性4の値を「0」に初期化した後(S318)、属性7の見落フラグをOFFに設定する(S320)。 When “1” is added to attribute 4 (S308), it is determined whether or not the value of attribute 4 has reached a predetermined first threshold value TH1 (S314), and if it has reached the first threshold value TH1. (S314: yes) Since it can be determined that the vehicle has been recognized by the driver, "1" is added to the value of attribute 5 (the number of times the driver has recognized) (S316). Thereafter, after the value of attribute 4 is initialized to “0” (S318), the oversight flag of attribute 7 is set to OFF (S320).
これに対して、属性4の値(連続して視認範囲内に存在したフレーム数)が第1閾値TH1に達していない場合(S314:no)、あるいは、移動体が視認範囲内に無いために属性3の視認範囲フラグおよび属性4の値が初期化された場合(S310、S312)は、変形例の属性付与処理では以下のような処理を実行する。 On the other hand, when the value of attribute 4 (the number of frames continuously present in the viewing range) does not reach the first threshold value TH1 (S314: no), or the moving object is not in the viewing range. When the viewing range flag of attribute 3 and the value of attribute 4 are initialized (S310, S312), the following process is executed in the attribute assignment process of the modified example.
先ず、属性6の値に「1」を加算する(S322)。変形例での属性6は、移動体が運転者に認識されないまま経過したフレーム数を表している。従って、変形例では、移動体が運転者に認識された後も、その後、運転者に認識されない状態が続くと、属性6でフレーム数が計数されることになる。 First, “1” is added to the value of attribute 6 (S322). The attribute 6 in the modified example represents the number of frames that have passed without the moving body being recognized by the driver. Therefore, in the modification, even after the moving body is recognized by the driver, the number of frames is counted by the attribute 6 if the state in which the moving body is not recognized thereafter continues.
そして、属性6の値が第2閾値TH2に達したか否かを判断する(S324)。その結果、属性6の値が第2閾値TH2に達していれば(S324:yes)、属性6の値を「0」に初期化した後(S326)、属性5の値(運転者が認識した回数)が「0」か否かを判断する(S328)。その結果、属性5の値が「0」であった場合は(S328:yes)、前述した本実施例の属性付与処理と同様に、属性7の見落フラグをONに設定する(S330)。 Then, it is determined whether or not the value of attribute 6 has reached the second threshold value TH2 (S324). As a result, if the value of attribute 6 has reached the second threshold value TH2 (S324: yes), the value of attribute 6 is initialized to “0” (S326), and then the value of attribute 5 (recognized by the driver). It is determined whether or not the number of times is “0” (S328). As a result, if the value of attribute 5 is “0” (S328: yes), the oversight flag of attribute 7 is set to ON as in the attribute assignment process of the above-described embodiment (S330).
これに対して、属性5の値が「0」ではなかった場合は(S328:no)、属性5の値から「1」を減算する(S332)。従って、変形例の属性付与処理では、属性5の値が「1」の移動体でも、第2閾値TH2に相当するフレーム数に亘って、運転者に認識されない状態が継続すると、属性5の値が「0」に戻ってしまう。同様に、属性5の値が「2」であれば「1」に、属性5の値が「3」であれば「2」に戻ってしまう。 On the other hand, if the value of attribute 5 is not “0” (S328: no), “1” is subtracted from the value of attribute 5 (S332). Therefore, in the attribute assignment process of the modified example, even if the moving object having the attribute 5 value of “1” is continued to be recognized by the driver for the number of frames corresponding to the second threshold value TH2, the value of the attribute 5 Returns to “0”. Similarly, if the value of attribute 5 is “2”, it returns to “1”, and if the value of attribute 5 is “3”, it returns to “2”.
また、属性6の値が第2閾値TH2に達していない場合は(S324:no)、属性5の値を減算したり、属性7の見落フラグを設定したりするための上述した処理(S326~S330)は不要となる。 If the value of attribute 6 has not reached the second threshold value TH2 (S324: no), the above-described processing for subtracting the value of attribute 5 or setting the oversight flag of attribute 7 (S326) To S330) become unnecessary.
尚、上述した変形例では、属性5の値を減算するか否かを判断するための閾値として、属性7の見落フラグをONに設定するか否かを判断するための閾値と同じ第2閾値TH2を用いるものとして説明した。もちろん、属性5の値を減算するか否かを判断するための閾値としては、第2閾値TH2とは異なる閾値を用いても構わない。 In the modification described above, the second threshold value for determining whether to subtract the value of attribute 5 is the same as the threshold value for determining whether to set the oversight flag for attribute 7 to ON. It has been described that the threshold value TH2 is used. Of course, a threshold different from the second threshold TH2 may be used as a threshold for determining whether to subtract the value of attribute 5.
また、属性5の値を減算するか否かを判断するために用いた第2閾値TH2は、本開示における「閾値時間」に対応する。 Also, the second threshold value TH2 used for determining whether or not to subtract the value of attribute 5 corresponds to “threshold time” in the present disclosure.
以上のようにして、属性3~属性7を設定したら、前方画像から検出された全ての移動体を選択したか否かを判断する(S334)。その結果、未だ選択していない移動体が残っている場合は(S334:no)、S302に戻って新たな移動体を1つ選択した後、上述した一連の処理を繰り返す。これに対して、全ての移動体を選択したと判断した場合は(S334:yes)、図10に示す変形例の属性付与処理を終了して、図3の移動体警告処理に復帰する。 As described above, after setting the attribute 3 to the attribute 7, it is determined whether or not all the moving objects detected from the front image have been selected (S334). As a result, if there is still a moving body that has not been selected (S334: no), the process returns to S302 to select one new moving body and then repeat the series of processes described above. On the other hand, if it is determined that all the moving objects have been selected (S334: yes), the attribute assignment process of the modification shown in FIG. 10 is terminated and the process returns to the moving object warning process of FIG.
以上に説明した変形例の属性付与処理では、運転者に認識されて警告表示の態様が目立ちにくい態様に変更された移動体でも、その後に認識されない状態が継続すると、目立ちやすい態様の警告表示に戻される。このため、既認識移動体の中に長い間認識されないままの移動体が存在する場合に、そのような移動体の存在を警告して、運転者の注意を喚起することが可能となる。 In the attribute assignment process of the modified example described above, even if the moving body is recognized by the driver and the mode of the warning display is changed to a mode that is not conspicuous, if the state that is not recognized thereafter continues, the warning display of the mode that is easy to stand out Returned. For this reason, when there is a mobile body that has not been recognized for a long time among the already recognized mobile bodies, it is possible to warn the presence of such a mobile body and call the driver's attention.
本開示は、下記の態様を含む。 This disclosure includes the following aspects.
本開示の第一の態様において、車両の前方に移動体が存在することを該車両の運転者に警告する移動体警告装置は、前記車両の前方の状況を撮影した画像である前方画像を撮影する撮影装置と、前記前方画像から前記移動体を検出する移動体検出装置と、前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出する視認範囲検出装置と、前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定する判定装置と、前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告する警告装置とを備える。 In the first aspect of the present disclosure, a moving body warning device that warns a driver of a vehicle that a moving body exists in front of the vehicle captures a front image that is an image of the situation in front of the vehicle. A range that the driver is viewing in a range corresponding to the front image in the situation in front and a moving body detection device that detects the moving body from the front image A visual recognition range detection device for detecting a visual recognition range; a determination device that detects the moving object that is continuously present in the visual recognition range for a predetermined reference time; A warning device that warns the driver of the presence of the moving body in a different manner between the unrecognized moving body that is not a recognized moving body and the recognized mobile body;
上記の場合、前方画像中に複数の移動体が存在する場合でも、警告の態様から既認識移動体と未認識移動体とを区別することができるので、運転者の負担を軽減することができる。また、未認識移動体については、既認識移動体とは異なる態様で警告することから、未認識移動体の存在を運転者に確実に認識させることも可能となる。 In the above case, even when there are a plurality of moving bodies in the front image, the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. . Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
代案として、前記視認範囲検出装置は、前記運転者の前方から撮影した該運転者の画像に基づいて、前記視認範囲を検出してもよい。この場合、前方から運転者の画像を撮影すれば、運転者の顔の向きや瞳の位置などから視認範囲を容易に検出することが可能となる。 As an alternative, the visual recognition range detection device may detect the visual recognition range based on an image of the driver taken from the front of the driver. In this case, if a driver's image is taken from the front, the visual recognition range can be easily detected from the driver's face orientation, pupil position, and the like.
代案として、移動体警告装置は、前記移動体が前記既認識移動体と判定された判定回数を、該移動体毎に計数する計数装置をさらに備えてもよい。前記警告装置は、前記判定回数に応じた態様で前記既認識移動体の存在を前記運転者に警告する。この場合、既認識移動体として判定された回数の多い移動体と、回数の少ない移動体とでは、運転者の認識度合いも異なるものと考えられる。従って、既認識移動体については、判定回数に応じた態様で運転者に警告してやれば、運転者に過度な負担をかけることなく、それでいながら確実に移動体の存在を警告することが可能となる。 As an alternative, the moving body warning device may further include a counting device that counts the number of times that the moving body is determined to be the recognized moving body for each moving body. The warning device warns the driver of the presence of the recognized mobile object in a manner corresponding to the number of determinations. In this case, it is considered that the degree of recognition of the driver is different between a moving body with a large number of times determined as a recognized moving body and a moving body with a small number of times. Therefore, for a recognized mobile object, if the driver is warned in a manner corresponding to the number of times of determination, it is possible to reliably warn of the existence of the mobile object while placing an excessive burden on the driver. Become.
代案として、前記警告装置は、前記判定回数が所定回数に達した前記既認識移動体については、前記運転者への警告を停止してもよい。この場合、既認識移動体として何回も判定された移動体は、運転者も十分に認識しているものと考えられる。従って、判定回数が所定回数に達した既認識移動体については運転者への警告を停止してやれば、運転者が移動体の存在を見落とす虞を生じさせずに、運転者にかかる負担を軽減することができる。 As an alternative, the warning device may stop the warning to the driver for the already-recognized moving body whose number of determinations has reached a predetermined number. In this case, it is considered that the moving body that has been determined many times as the already recognized moving body is sufficiently recognized by the driver. Therefore, if the warning to the driver is stopped for the already-recognized moving body that has reached the predetermined number of times, the burden on the driver is reduced without causing the driver to overlook the presence of the moving body. be able to.
代案として、前記計数装置は、前記既認識移動体と判定されてから、所定の閾値時間が経過するまでの間に再び該既認識移動体と判定されない前記移動体については、該移動体についての前記判定回数を減数してもよい。この場合、長い時間に亘って運転者によって認識されない状態が継続する移動体については、たとえ既認識移動体であっても警告の態様を見直した方がよい場合も考えられる。従って、判定回数に応じた態様で警告する本開示の移動体警告装置においては、上記のようにして判定回数を減数することで、より適切な態様で運転者に警告することが可能となる。 As an alternative, for the moving body that is not determined again as the recognized moving body after a predetermined threshold time elapses after the counting apparatus is determined as the already recognized moving body, The number of determinations may be reduced. In this case, for a moving body that continues to be unrecognized by the driver for a long time, it may be possible to review the warning mode even if it is an already recognized moving body. Therefore, in the moving body warning device according to the present disclosure that warns in a manner according to the number of determinations, the driver can be warned in a more appropriate manner by reducing the number of determinations as described above.
代案として、前記判定装置は、前記未認識移動体の状態が所定の見落時間以上、継続している前記移動体を検出して、該移動体を見落移動体と判定してもよい。前記警告装置は、前記見落移動体については、前記未認識移動体とも前記既認識移動体とも異なる態様で、前記移動体の存在を前記運転者に警告する。この場合、見落移動体は、所定の見落時間以上に亘って未認識移動体の状態が継続していることから、運転者に対してより明確に警告することが望ましいと考えられる。従って、見落移動体については、見落移動体でない未認識移動体とも、既認識移動体とも異なる態様で警告してやれば、運転者により明確に警告することが可能となる。 As an alternative, the determination device may detect the moving body in which the state of the unrecognized moving body continues for a predetermined oversight time and determine the moving body as an overlooked moving body. The warning device warns the driver of the presence of the moving body in a manner that is different from the unrecognized moving body and the recognized mobile body. In this case, since the state of the unrecognized moving body continues over the predetermined oversight time, it is desirable that the overlooking moving body warns the driver more clearly. Therefore, the warning can be clearly given to the driver if the warning is given in a different manner from the unrecognized moving object that is not the overlooking moving object and the recognized moving object.
本開示の第二の態様において、車両の前方に移動体が存在することを該車両の運転者に警告する移動体警告方法は、前記車両の前方の状況を撮影した画像である前方画像を撮影し、前記前方画像から前記移動体を検出し、前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出し、前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定し、前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告することを備える。 In the second aspect of the present disclosure, a moving body warning method for warning a driver of a vehicle that a moving body is present in front of the vehicle captures a front image that is an image of the situation ahead of the vehicle. And detecting the moving body from the front image, detecting a visual recognition range which is a range visually recognized by the driver in a range corresponding to the front image in the front situation, and Detecting the moving body that is continuously present within a predetermined reference time within a range, determining the moving body as an already-recognized moving body, and the unrecognized moving body that is not the already-recognized moving body; Warning the driver of the presence of the moving body is provided in a manner different from that of the recognized moving body.
上記の場合、前方画像中に複数の移動体が存在する場合でも、警告の態様から既認識移動体と未認識移動体とを区別することができるので、運転者の負担を軽減することができる。また、未認識移動体については、既認識移動体とは異なる態様で警告することから、未認識移動体の存在を運転者に確実に認識させることも可能となる。 In the above case, even when there are a plurality of moving bodies in the front image, the recognized moving body and the unrecognized moving body can be distinguished from the warning mode, so the burden on the driver can be reduced. . Further, since the warning is given to the unrecognized moving body in a mode different from that of the already-recognized moving body, it is possible to make the driver surely recognize the presence of the unrecognized moving body.
本開示は、実施例に準拠して記述されたが、本開示は当該実施例や構造に限定されるものではないと理解される。本開示は、様々な変形例や均等範囲内の変形をも包含する。加えて、様々な組み合わせや形態、さらには、それらに一要素のみ、それ以上、あるいはそれ以下、を含む他の組み合わせや形態をも、本開示の範疇や思想範囲に入るものである。 Although the present disclosure has been described based on the embodiments, it is understood that the present disclosure is not limited to the embodiments and structures. The present disclosure includes various modifications and modifications within the equivalent range. In addition, various combinations and forms, as well as other combinations and forms including only one element, more or less, are within the scope and spirit of the present disclosure.
Claims (7)
前記車両の前方の状況を撮影した画像である前方画像を撮影する撮影装置(12)と、
前記前方画像から前記移動体を検出する移動体検出装置(18a)と、
前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出する視認範囲検出装置(18c)と、
前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定する判定装置(18b)と、
前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告する警告装置(18d)と
を備える移動体警告装置。 A moving body warning device that warns a driver of a vehicle that a moving body exists in front of the vehicle,
A photographing device (12) for photographing a front image which is an image obtained by photographing a situation in front of the vehicle;
A moving body detection device (18a) for detecting the moving body from the front image;
A visual range detection device (18c) that detects a visual range that is visible to the driver in a range corresponding to the front image in the front situation;
A determination device (18b) that detects the moving body that is continuously present in the visual recognition range for a predetermined reference time and determines the moving body as an already recognized moving body;
A moving body comprising: a warning device (18d) that warns the driver of the presence of the moving body in a different manner between the unrecognized moving body that is the moving body that is not the recognized moving body and the recognized moving body. Warning device.
前記警告装置(18d)は、前記判定回数に応じた態様で前記既認識移動体の存在を前記運転者に警告する請求項1または請求項2に記載の移動体警告装置。 A counting device (18) for counting the number of times that the moving body is determined to be the recognized moving body for each moving body;
The moving body warning device according to claim 1 or 2, wherein the warning device (18d) warns the driver of the presence of the recognized moving body in a manner corresponding to the number of times of determination.
前記警告装置(18d)は、前記見落移動体については、前記未認識移動体とも前記既認識移動体とも異なる態様で、前記移動体の存在を前記運転者に警告する請求項1ないし請求項5の何れか一項に記載の移動体警告装置。 The determination device (18b) detects the moving body in which the state of the unrecognized moving body continues for a predetermined oversight time, determines that the moving body is an overlooked moving body,
The warning device (18d) warns the driver of the presence of the moving body in a manner different from the unrecognized moving body and the recognized moving body with respect to the overlooked moving body. The moving body warning device according to claim 5.
前記車両の前方の状況を撮影した画像である前方画像を撮影し、
前記前方画像から前記移動体を検出し、
前記前方の状況の中の前記前方画像に対応する範囲の中で、前記運転者が視認している範囲である視認範囲を検出し、
前記視認範囲内に連続して所定の基準時間存在する前記移動体を検出して、該移動体を既認識移動体と判定し、
前記既認識移動体ではない前記移動体である未認識移動体と前記既認識移動体とでは異なる態様で、前記移動体の存在を前記運転者に警告すること
を備える移動体警告方法。 A moving object warning method for warning a driver of a vehicle that a moving object exists in front of the vehicle,
Taking a front image, which is an image of the situation ahead of the vehicle,
Detecting the moving body from the front image;
In a range corresponding to the front image in the front situation, a visual range that is a range visually recognized by the driver is detected.
Detecting the moving body that is continuously present in the visual recognition range for a predetermined reference time, and determining the moving body as an already recognized moving body;
A moving body warning method comprising: notifying the driver of the presence of the moving body in a different mode between the unrecognized moving body that is the moving body that is not the recognized mobile body and the recognized mobile body.
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