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TWI772852B - Surveillance system for social distance in specific regional area - Google Patents

Surveillance system for social distance in specific regional area Download PDF

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TWI772852B
TWI772852B TW109126502A TW109126502A TWI772852B TW I772852 B TWI772852 B TW I772852B TW 109126502 A TW109126502 A TW 109126502A TW 109126502 A TW109126502 A TW 109126502A TW I772852 B TWI772852 B TW I772852B
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processing module
social
image information
social distance
original image
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TW109126502A
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TW202207081A (en
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吳世光
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國立勤益科技大學
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Abstract

A surveillance system for social distance in specific regional area includes a camera device and a surveillance device. The camera device captures an original image information in a social area. The surveillance device includes a communication module and a processing module. The communication module receives the original image information and transmits it to the processing module. The processing module, through an image processing technique, analyzes the processes the original image information to generate a plurality of portrait character traits. The processing module calculates the social distance between each two characters, and generates a visualized marks corresponding to each character trait on the original image information. Thus, the actual social distance between people is efficiently acquired and visually presented.

Description

特定區域範圍社交距離監控系統Area-specific social distancing monitoring system

本發明係關於一種警示相關領域,尤指一種特定區域範圍社交距離監控系統。The present invention relates to a warning related field, in particular to a social distance monitoring system in a specific area.

保持社交距離是一種試圖阻止傳染病傳播或降低其速度的非藥物性感染控制措施,其目的為減少感染者和未感染者之間的接觸,並藉此使疾病的傳播途徑、致病率和死亡率可以降到最低。Social distancing is a non-pharmaceutical infection control measure that attempts to stop or slow the spread of an infectious disease. Mortality can be minimized.

現今COVID-19(新型冠狀病毒病)疫情已擴大至全球大流行,為降低社區感染風險,在兼顧民眾合理權益並顧及防疫安全雙重前提下,鼓勵社會大眾保持社交距離。Now that the COVID-19 (new coronavirus disease) epidemic has expanded into a global pandemic, in order to reduce the risk of community infection, the public is encouraged to maintain social distance while taking into account the reasonable rights and interests of the public and taking into account the safety of epidemic prevention.

由於社交距離無法實際去測量人與人之間的距離,只能透過警語告示、於地面貼上提醒標誌或人員勸導等被動方式,達到保持社交距離之效果,但即使違反社交距離時,也無法有數據化依據進行勸導或開罰;因此,社交距離之監控與執法具有相當難度。Since social distancing cannot actually measure the distance between people, the effect of maintaining social distance can only be achieved through passive methods such as warning signs, sticking reminder signs on the ground, or personnel persuasion. There is no data-based basis for persuasion or punishment; therefore, the monitoring and enforcement of social distancing is quite difficult.

為解決上述課題,本發明提供一種特定區域範圍社交距離監控系統,透過影像處理分析方式,快速取得人與人間的實際社交距離,並以視覺化方式呈現,讓監控人員能夠根據視覺化結果快速掌握社交區域內各人員間的社交距離,以提供監控便利性。In order to solve the above problems, the present invention provides a social distance monitoring system in a specific area. Through image processing and analysis, the actual social distance between people can be quickly obtained and presented in a visual way, so that monitoring personnel can quickly grasp the visual results. Social distancing between individuals in the social area to provide monitoring convenience.

本發明之一項實施例提供一種特定區域範圍社交距離監控系統,其包含:一攝影裝置,其架設於一社交區域內,該攝影裝置擷取該社交區域內之一原始影像資訊;以及一監控裝置,其與攝影裝置耦接,該監控裝置具有一通訊模組及一處理模組,通訊模組接收原始影像資訊且傳送至處理模組,處理模組透過一影像處理技術將原始影像資訊分析處理產生複數人像特徵,處理模組計算每兩人像特徵間的一社交距離,並依據所述社交距離於原始影像資訊對應各人像特徵產生一視覺化標示。An embodiment of the present invention provides a social distance monitoring system in a specific area, which includes: a camera installed in a social area, the camera captures an original image information in the social area; and a monitoring The device is coupled to the photographing device, the monitoring device has a communication module and a processing module, the communication module receives the original image information and transmits it to the processing module, and the processing module analyzes the original image information through an image processing technology The processing generates a plurality of portrait features, the processing module calculates a social distance between each of the two portrait features, and generates a visual mark corresponding to each portrait feature in the original image information according to the social distance.

藉由上述,本發明能透過攝影裝置監控社交區域,透過影像處理分析方式,快速取得人與人間的實際社交距離,並以視覺化方式呈現;藉此,本發明能提升社交距離之監控與執法之便利性,以改善習知無法以數據化依據,有效監控社交距離,並於違反時有效進行勸導或開罰之問題。Through the above, the present invention can monitor the social area through the photographing device, and quickly obtain the actual social distance between people through image processing and analysis, and present it in a visual way; thereby, the present invention can improve the monitoring and enforcement of social distance The convenience of the system is to improve the problem that knowledge cannot be based on data, effectively monitor social distancing, and effectively persuade or impose penalties when violating.

為便於說明本發明於上述發明內容一欄中所表示的中心思想,茲以具體實施例表達。實施例中各種不同物件係按適於說明之比例、尺寸、變形量或位移量而描繪,而非按實際元件的比例予以繪製,合先敘明。In order to facilitate the description of the central idea of the present invention expressed in the column of the above-mentioned summary of the invention, specific embodiments are hereby expressed. Various objects in the embodiments are drawn according to proportions, sizes, deformations or displacements suitable for description, rather than the proportions of actual elements, which will be described first.

請參閱圖1至圖5所示,本發明提供一種特定區域範圍社交距離監控系統100,其包含:Please refer to FIG. 1 to FIG. 5 , the present invention provides a social distance monitoring system 100 in a specific area, which includes:

一攝影裝置10,其架設於一社交區域內,攝影裝置10擷取社交區域內之一原始影像資訊O,其中,社交區域能夠為室內或室外;於本發明實施例中,攝影裝置10能每間隔一監控時間擷取產生原始影像資訊O,監控時間能夠是預設、依據使用者需求設定或手動控制,監控時間能夠以秒、分或秒為單位,本發明不以此為限。A photographing device 10 is erected in a social area, and the photographing device 10 captures an original image information O in the social area, wherein the social area can be indoor or outdoor; in the embodiment of the present invention, the photographing device 10 can The original image information O is captured and generated at intervals of a monitoring time. The monitoring time can be preset, set according to user requirements or manually controlled. The monitoring time can be in seconds, minutes or seconds, which is not limited in the present invention.

再者,攝影裝置10之數量能夠為一個或複數個,攝影裝置10之數量能夠依據所欲監控之社交區域大小,設置適當的攝影裝置10數量,本發明不以此為限。Furthermore, the number of the photographing devices 10 can be one or more, and the number of the photographing devices 10 can be set according to the size of the social area to be monitored, and the present invention is not limited to this.

一監控裝置20,其與攝影裝置10耦接;監控裝置20具有相互耦接之一通訊模組21、一處理模組22及一操作介面23,通訊模組21與攝影裝置10有線或無線連接,兩者的連接方式本發明不以此為限;通訊模組21接收由攝影裝置10傳送之原始影像資訊O,並且將原始影像資訊O傳送至處理模組22,操作介面23能顯示處理模組22接收到之原始影像資訊O。A monitoring device 20 is coupled to the camera device 10 ; the monitoring device 20 has a communication module 21 , a processing module 22 and an operation interface 23 coupled to each other, and the communication module 21 is wired or wirelessly connected to the camera device 10 , the connection method of the two is not limited in the present invention; the communication module 21 receives the original image information O transmitted by the photographing device 10, and transmits the original image information O to the processing module 22, and the operation interface 23 can display the processing mode. The original image information O received by the group 22.

再者,處理模組22透過一影像處理技術將原始影像資訊O框選產生各人像特徵F,各人像特徵F具有一標示外框M(如圖2所示),處理模組22將各人像特徵F之標示外框M取得一參考中心E,處理模組22以各參考中心E間透過影像測距演算每兩人像特徵F間的一社交距離D(如圖3所示),其中,影像測距演算方式能夠以透視轉換原始影像資訊O,經過數位影像與真實三維空間座標狀況,取得轉換關係,並透過深度學習演算方式取得社交距離D,並依據所述社交距離D於原始影像資訊O對應各人像特徵F產生一視覺化標示V,而視覺化標示V會配合標示外框M呈現於操作介面23,其中,操作介面23會顯示搭配原始影像資訊O呈現的各視覺化標示V;影像處理技術為神經網路深度學習技術。Furthermore, the processing module 22 frame-selects the original image information O through an image processing technology to generate each portrait feature F, and each portrait feature F has a marked outer frame M (as shown in FIG. 2 ). A reference center E is obtained from the marked outer frame M of the feature F, and the processing module 22 calculates a social distance D (as shown in FIG. 3 ) between each of the two image features F through image ranging between the reference centers E, wherein the image The ranging calculation method can transform the original image information O by perspective, obtain the conversion relationship through the digital image and the real three-dimensional space coordinate condition, and obtain the social distance D through the deep learning calculation method, and according to the social distance D in the original image information O A visual mark V is generated corresponding to each portrait feature F, and the visual mark V will be displayed on the operation interface 23 in conjunction with the mark outer frame M, wherein the operation interface 23 will display each visual mark V presented with the original image information O; the image The processing technology is neural network deep learning technology.

於本發明實施例中,在計算每兩個人像特徵F間的社交距離D時,處理模組22會取鄰近的兩人像特徵F作計算,相距過遠或兩人像特徵F間存有其餘人像特徵F時,處理模組22會自動省略計算相距過遠的兩人像特徵F間的社交距離D,此目的在於避免增加處理模組22的運算負荷,以有效提升運算速度;而標示外框M為矩形狀,處理模組22透過影像處理技術辨識出原始影像資訊O中所呈現的各人像,取得每一人像的輪廓,並依據每一人像的輪廓取得長與寬的頂點,以長與寬的頂點框選產生標示外框M。In the embodiment of the present invention, when calculating the social distance D between each two portrait features F, the processing module 22 will take the adjacent two portrait features F for calculation, if the distance is too far or there are other portraits between the two portrait features F. When the feature F is used, the processing module 22 will automatically omit the calculation of the social distance D between the two-person portrait features F that are too far apart. In the shape of a rectangle, the processing module 22 recognizes each portrait presented in the original image information O through image processing technology, obtains the outline of each portrait, and obtains the vertices of length and width according to the outline of each portrait, and uses the length and width as the vertices. The vertices of the box are selected to generate the marked outer box M.

處理模組22會將社交距離D與一警示距離進行比對,依據比對結果產生不一樣的視覺化標示V,而視覺化標示V分為一安全標示、一適當標示及一危險標示;處理模組22判斷社交距離D大於警示距離,處理模組22將對應之人像特徵F產生安全標示;處理模組22判斷社交距離D等於警示距離,處理模組22將對應之人像特徵F產生適當標示;處理模組22判斷社交距離D小於警示距離,處理模組22將對應之人像特徵F產生危險標示;其中,安全標示、適當標示及危險標示分別以不同色彩呈現,於本發明實施例中,安全標示以綠色呈現,適當標示以黃色呈現,危險標示以紅色呈現;當社交區域為室內,則警示距離為1.5公尺;當社交區域為室外,則警示距離為1公尺。The processing module 22 compares the social distance D with a warning distance, and generates different visual marks V according to the comparison results, and the visual marks V are divided into a safety mark, an appropriate mark and a danger mark; processing The module 22 determines that the social distance D is greater than the warning distance, and the processing module 22 generates a safety mark for the corresponding portrait feature F; the processing module 22 determines that the social distance D is equal to the warning distance, and the processing module 22 generates an appropriate mark for the corresponding portrait feature F The processing module 22 judges that the social distance D is less than the warning distance, and the processing module 22 generates a danger sign for the corresponding portrait feature F; wherein, the safety sign, the appropriate sign and the danger sign are respectively presented in different colors. In the embodiment of the present invention, Safety signs are shown in green, appropriate signs are shown in yellow, and danger signs are shown in red; when the social area is indoors, the warning distance is 1.5 meters; when the social area is outdoor, the warning distance is 1 meter.

請參閱圖1、圖3及圖4所示,舉例說明:人像特徵A與人像特徵B間的社交距離D小於警示距離,處理模組22將對應之人像特徵F產生危險標示;人像特徵A與人像特徵C間的社交距離D等於警示距離,處理模組22將對應之人像特徵F產生適當標示;人像特徵A與人像特徵G間的社交距離D等於警示距離,處理模組22將對應之人像特徵F產生安全標示。Please refer to FIG. 1, FIG. 3 and FIG. 4, for example: the social distance D between the portrait feature A and the portrait feature B is smaller than the warning distance, and the processing module 22 generates a danger sign for the corresponding portrait feature F; The social distance D between the portrait features C is equal to the warning distance, and the processing module 22 generates an appropriate label for the corresponding portrait feature F; the social distance D between the portrait feature A and the portrait feature G is equal to the warning distance, and the processing module 22 The corresponding portrait Feature F produces a safety sign.

處理模組22每到達監控時間會接收攝影裝置10經由通訊模組21所傳送的原始影像資訊O,並計算原始影像資訊O中人像特徵F的數量,以產生一人流數值,且處理模組22判斷人流數值大於一警示數值,產生一警示訊號,而操作介面23能顯示人流數值或警示訊號,其中,監控人員能夠依據社交區域及範圍設定適當的警示數值,當社交區域為室內且範圍狹小時,警示數值能夠為50人;當社交區域為室外且範圍廣闊時,警示數值能夠為300人,本發明不以此為限。The processing module 22 receives the original image information O transmitted by the photographing device 10 via the communication module 21 every time the monitoring time arrives, and calculates the number of the portrait features F in the original image information O to generate a human flow value, and the processing module 22 Judging that the crowd flow value is greater than a warning value, a warning signal is generated, and the operation interface 23 can display the crowd flow value or the warning signal, wherein the monitoring personnel can set an appropriate warning value according to the social area and range, when the social area is indoor and the range is narrow , the warning value can be 50 people; when the social area is outdoors and the range is wide, the warning value can be 300 people, and the present invention is not limited to this.

監控裝置20更具有一記憶模組24,記憶模組24用以記錄每一監控時間所產生的人流數值,處理模組22會將新產生的人流數值與紀錄於記憶模組24中人流數值進行處理,產生一人流變化趨勢資訊I,於本發明實施例中,人流變化趨勢資訊I會隨著監控時間變化,並且以折線圖呈現;而人流變化趨勢資訊I能配合原始影像資訊O呈現於操作介面23,如圖5所示。The monitoring device 20 further has a memory module 24. The memory module 24 is used to record the flow of people values generated at each monitoring time. Process, to generate the change trend information I of people flow, in the embodiment of the present invention, the change trend information I of people flow will change with the monitoring time, and be presented in a line graph; and the change trend information I of people flow can be presented in the operation with the original image information O The interface 23 is shown in FIG. 5 .

舉例說明:2020年01月01日上午9點取得的原始影像資訊O所計算的人流數值為50人,2020年01月01日上午10點取得的原始影像資訊O所計算的人流數值為40人,2020年01月01日上午11點取得的原始影像資訊O所計算的人流數值為75人,2020年01月01日上午12點取得的原始影像資訊O所計算的人流數值為150人,則人流變化趨勢資訊I會以折線圖呈現50→40→75→150的變化,如圖5所示。For example: the original image information O obtained at 9:00 am on January 1, 2020 calculates the crowd flow value of 50 people, and the original image information O obtained at 10:00 am on January 1, 2020 calculates the crowd flow value of 40 people , the crowd flow value calculated by the original image information O obtained at 11:00 am on January 01, 2020 is 75 people, and the crowd flow value calculated by the original image information O obtained at 12:00 am on January 01, 2020 is 150 people, then The change trend information I of the flow of people will show the change of 50→40→75→150 in a line chart, as shown in Figure 5.

一應用程式30,其能執行於一終端裝置,應用程式30與監控裝置20耦接,於本發明實施例中,應用程式30是透過網際網路方式與監控裝置20連接。而應用程式30能接收且顯示通訊模組21傳送之原始影像資訊O與搭配的所述視覺化標示V、人流數值、人流變化趨勢資訊I或警示訊號。An application program 30 can be executed on a terminal device. The application program 30 is coupled to the monitoring device 20. In the embodiment of the present invention, the application program 30 is connected to the monitoring device 20 through the Internet. The application program 30 can receive and display the original image information O transmitted by the communication module 21 and the matching visual indication V, the flow of people value, the change trend information of the flow of people I or the warning signal.

因此,本發明特定區域範圍社交距離監控系統100能透過攝影裝置10監控社交區域,透過影像處理分析方式,快速取得人與人間的實際社交距離D,並以視覺化方式呈現,能有效提升社交距離之監控與執法之便利性。Therefore, the social distance monitoring system 100 in a specific area of the present invention can monitor the social area through the photographing device 10, quickly obtain the actual social distance D between people through image processing and analysis, and present it in a visual way, which can effectively improve the social distance. Convenience of monitoring and enforcement.

再者,本發明特定區域範圍社交距離監控系統100能提供監控人員透過監控裝置20之操作介面23掌握社交區域內人員間的社交距離及人流變化,亦能夠使用終端裝置下載且執行應用程式30,以於應用程式30取得社交距離D及人流變化,能有效提升社交距離D之監控與執法之便利性。Furthermore, the social distance monitoring system 100 in a specific area of the present invention can provide monitoring personnel to grasp the social distance and changes in the flow of people in the social area through the operation interface 23 of the monitoring device 20, and can also use the terminal device to download and execute the application program 30, In order to obtain the social distance D and the change of the flow of people in the application 30, the convenience of monitoring and law enforcement of the social distance D can be effectively improved.

另外,一般名眾亦能夠於終端裝置執行應用程式30,一般名眾能透過應用程式30取得社交區域內的社交距離及人流變化,能提供一般名眾有效保持社交距離。In addition, ordinary celebrities can also execute the application program 30 on the terminal device, and ordinary celebrities can obtain the social distance and changes in the flow of people in the social area through the application program 30, which can provide ordinary celebrities to effectively maintain social distance.

以上所舉實施例僅用以說明本發明而已,非用以限制本發明之範圍。舉凡不違本發明精神所從事的種種修改或變化,俱屬本發明意欲保護之範疇。The above-mentioned embodiments are only used to illustrate the present invention, but not to limit the scope of the present invention. All the modifications or changes that do not violate the spirit of the present invention belong to the intended protection category of the present invention.

100:特定區域範圍社交距離監控系統 10:攝影裝置 20:監控裝置 21:通訊模組 22:處理模組 23:操作介面 24:記憶模組 30:應用程式 O:原始影像資訊 A:人像特徵 B:人像特徵 C:人像特徵 G:人像特徵 M:標示外框 E:參考中心 D:社交距離 V:視覺化標示 I:人流變化趨勢資訊 F:人像特徵100: Area-specific social distancing monitoring systems 10: Photographic installation 20: Monitoring device 21: Communication module 22: Processing modules 23: Operation interface 24: Memory Module 30: Apps O: original image information A: Portrait features B: Portrait Features C: Portrait Features G: Portrait Features M: mark the outer frame E: reference center D: social distancing V: visual sign I: Information on the changing trend of people flow F: Portrait Features

圖1係本發明系統架構方塊示意圖。 圖2係本發明實施例示意圖(一),表示於原始影像資訊內產生複數人像特徵。 圖3係本發明實施例示意圖(二),表示由各人像特徵取得參考中心以計算社交距離。 圖4係本發明實施例示意圖(三),表示依據社交距離於原始影像資訊對應各人像特徵產生視覺化標示。 圖5係本發明實施例示意圖(四),表示人流變化趨勢資訊能配合原始影像資訊呈現。FIG. 1 is a schematic block diagram of the system architecture of the present invention. FIG. 2 is a schematic diagram (1) of an embodiment of the present invention, which shows that a plurality of portrait features are generated in the original image information. FIG. 3 is a schematic diagram (2) of an embodiment of the present invention, which shows that the reference center is obtained from each portrait feature to calculate the social distance. FIG. 4 is a schematic diagram (3) of an embodiment of the present invention, which shows that a visual mark is generated according to the original image information corresponding to each portrait feature according to the social distance. FIG. 5 is a schematic diagram (4) of an embodiment of the present invention, which shows that the change trend information of the flow of people can be presented in conjunction with the original image information.

100:特定區域範圍社交距離監控系統100: Area-specific social distancing monitoring systems

10:攝影裝置10: Photographic installation

20:監控裝置20: Monitoring device

21:通訊模組21: Communication module

22:處理模組22: Processing modules

23:操作介面23: Operation interface

24:記憶模組24: Memory Module

30:應用程式30: Apps

Claims (8)

一種特定區域範圍社交距離監控系統,其包含:一攝影裝置,其架設於一社交區域內,該攝影裝置擷取該社交區域內之一原始影像資訊;以及一監控裝置,其與該攝影裝置耦接,該監控裝置具有一通訊模組、一處理模組及一記憶模組,該通訊模組接收該原始影像資訊且傳送至該處理模組,該處理模組透過一影像處理技術將該原始影像資訊分析處理產生複數人像特徵,該處理模組計算每兩人像特徵間的一社交距離,並依據所述社交距離於該原始影像資訊對應各該人像特徵產生一視覺化標示;其中,該處理模組每到達一監控時間計算該原始影像資訊中所述人像特徵的數量,以產生一人流數值,且該處理模組判斷該人流數值大於一警示數值,產生一警示訊號;該記憶模組用以記錄每一監控時間所產生的所述人流數值;該處理模組將新產生的所述人流數值與紀錄於該記憶模組中所述人流數值進行處理,產生一人流變化趨勢資訊。 A social distance monitoring system in a specific area, comprising: a photographing device, which is erected in a social area, the photographing device captures an original image information in the social area; and a monitoring device, which is coupled with the photographing device Then, the monitoring device has a communication module, a processing module and a memory module, the communication module receives the original image information and transmits it to the processing module, and the processing module uses an image processing technology to obtain the original image information. The image information analysis and processing generates a plurality of portrait features, the processing module calculates a social distance between each two portrait features, and generates a visual mark corresponding to each of the portrait features in the original image information according to the social distance; wherein, the processing The module calculates the number of the portrait features in the original image information every time a monitoring time arrives to generate a flow of people value, and the processing module determines that the flow of people value is greater than a warning value to generate a warning signal; the memory module uses To record the crowd flow value generated at each monitoring time; the processing module processes the newly generated crowd flow value and the crowd flow value recorded in the memory module to generate change trend information of the crowd flow. 如請求項1所述之特定區域範圍社交距離監控系統,其中,該處理模組以該影像處理技術將該原始影像資訊框選產生各該人像特徵,各該人像特徵具有一標示外框,該處理模組將各該人像特徵之標示外框取得一參考中心,該處理模組以鄰近的兩人像特徵之參考中心間透過影像測距演算,以產生所述社交距離。 The social distance monitoring system in a specific area as claimed in claim 1, wherein the processing module uses the image processing technology to frame the original image information to generate each of the portrait features, and each of the portrait features has a marked outer frame, and the The processing module obtains a reference center for the marked outer frame of each of the portrait features, and the processing module calculates the distance between the reference centers of the adjacent two portrait features through image distance measurement to generate the social distance. 如請求項2所述之特定區域範圍社交距離監控系統,其中,該視覺化標示配合該標示外框呈現。 The social distance monitoring system in a specific area according to claim 2, wherein the visual sign is presented in conjunction with the outside frame of the sign. 如請求項1或3所述之特定區域範圍社交距離監控系統,其中,該視覺化標示分為一安全標示及一危險標示;該處理模組判斷所述社交距離大 於一警示距離,該處理模組將對應之所述人像特徵產生該安全標示;該處理模組判斷所述社交距離小於該警示距離,該處理模組將對應之所述人像特徵產生該危險標示。 The social distance monitoring system in a specific area according to claim 1 or 3, wherein the visual sign is divided into a safety sign and a danger sign; the processing module determines that the social distance is large At a warning distance, the processing module generates the safety mark corresponding to the portrait feature; the processing module determines that the social distance is less than the warning distance, and the processing module generates the danger mark corresponding to the portrait feature . 如請求項4所述之特定區域範圍社交距離監控系統,其中,該安全標示及該危險標示分別以不同色彩呈現。 The social distance monitoring system in a specific area according to claim 4, wherein the safety sign and the danger sign are presented in different colors respectively. 如請求項1所述之特定區域範圍社交距離監控系統,更具有一應用程式,其能執行於一終端裝置,該應用程式與該監控裝置耦接,該應用程式接收且顯示該通訊模組傳送之該原始影像資訊與搭配的所述視覺化標示、該人流數值或該警示訊號。 The social distancing monitoring system in a specific area as described in claim 1, further has an application program which can be executed on a terminal device, the application program is coupled with the monitoring device, and the application program receives and displays the transmission of the communication module The original image information and the matching visual indication, the flow of people value or the warning signal. 如請求項1所述之特定區域範圍社交距離監控系統,其中,該監控裝置具有一操作介面,該操作介面顯示該處理模組接收到之該原始影像資訊搭配該原始影像資訊的所述視覺化標示、該人流數值或該警示訊號。 The social distance monitoring system in a specific area according to claim 1, wherein the monitoring device has an operation interface, and the operation interface displays the raw image information received by the processing module and the visualization of the raw image information sign, the traffic flow value or the warning signal. 如請求項1所述之特定區域範圍社交距離監控系統,其中,該影像處理技術為神經網路深度學習技術。 The social distance monitoring system in a specific area according to claim 1, wherein the image processing technology is a neural network deep learning technology.
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