TWI490803B - Methods and system for monitoring of people flow - Google Patents

Methods and system for monitoring of people flow Download PDF

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TWI490803B
TWI490803B TW102109272A TW102109272A TWI490803B TW I490803 B TWI490803 B TW I490803B TW 102109272 A TW102109272 A TW 102109272A TW 102109272 A TW102109272 A TW 102109272A TW I490803 B TWI490803 B TW I490803B
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face
flow
advertisement
data
person
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TW102109272A
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TW201435775A (en
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林正堅
黃美玲
洪永祥
周厚宇
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國立勤益科技大學
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Description

人流監控廣告方法及其系統Human flow monitoring advertising method and system thereof

一種廣告人流監控技術,尤其是指一種整合設計圖案主動跟隨人臉的人流監控廣告方法及其系統。An advertisement flow monitoring technology, in particular, a method and system for monitoring a flow of people who actively follow a face by integrating a design pattern.

廣告人流監控技術的提出,是為了解決傳統廣告效益計算困難,且不易評估對廣告有興趣的觀眾類型。傳統廣告人流監控技術是利用人力進行訪問及問卷調查,需經大量人力訪問及問卷調查。但由於拒絕訪問及拒絕問卷調查者非常多,不僅會增加統計的複雜度,且會衍生統計失真的結果。The ad flow monitoring technology is proposed to solve the difficulty of traditional advertising efficiency calculation, and it is not easy to evaluate the types of viewers who are interested in advertising. Traditional advertising flow monitoring technology uses human resources for interviews and questionnaires, and requires a large number of human visits and questionnaires. However, due to the large number of people who refuse to access and reject the questionnaire, not only will the complexity of the statistics be increased, but also the results of statistical distortion will be derived.

因此,現今出現一種利用推播技術應用於人流辨識之廣告托播系統,主要利用攝影機於廣告看板或計算人數的地方攝錄,再透過人流辨識系統演算及自動辨識是否為人臉,並且能鎖定人臉及計算出目前的人數,再將資訊儲存於資料庫,另以人流計算把人數計數起來,進而將資訊主動傳送給其他使用者;如此,即可方便統計人數並自動辨識攝錄人臉,同時能主動傳送資訊給其他使用者,達到方便統計人數並自動辨識攝錄人臉的功能。Therefore, there is now an advertising and broadcasting system that uses push-pull technology to apply to human flow identification. It mainly uses the camera to record in the advertisement billboard or the number of people in the calculation, and then through the flow identification system to calculate and automatically identify whether it is a human face, and can lock The face and the current number of people are calculated, and the information is stored in the database. The number of people is counted by the flow of people, and the information is actively transmitted to other users; thus, it is convenient to count the number of people and automatically recognize the face of the person. At the same time, it can actively transmit information to other users, so as to facilitate the counting of statistics and automatically recognize the function of recording the face.

另有一種主動智慧型人流監控的習用系統能夠利用銷售點伺服器、攝影機、廣告機、貨架廣告機、電子看板和伺服器進行智慧辨識技術、商業智慧分析資料和資料探勘,其利用分別設於廣告機、貨架廣告機和電子看板上的攝影機自動擷取顧客影像資料,而偵測人流的攝影鏡頭也將人數資料傳送到伺服器,在伺服器中應用智慧辨識技術自動辨別顧客的人臉、性別和年齡,並將適性的廣告送至廣告機播放給顧客觀看以增加銷售業績,再將資料後送伺服器以儲存智慧化屬性辨識資料和進行消費特性等多維度效益分析。此先前技術可以針對個別消費者進行特定商品的資訊播放,使廣告變成客製化的智慧化行銷方式,且透過收集和交叉分析潛在顧客的消費傾向,增加顧客的消費動機。Another active intelligent flow monitoring system can use smart point identification technology, business intelligence analysis data and data exploration using point-of-sale servers, cameras, advertising machines, shelf advertising machines, electronic billboards and servers. The camera of the advertising machine, the shelf advertising machine and the electronic billboard automatically captures the customer image data, and the camera lens that detects the flow of people also transmits the number of people to the server, and the smart identification technology is used in the server to automatically identify the customer's face, Gender and age, and the appropriate ads are sent to the advertising machine for viewing to increase sales performance, and then the data is sent to the server to store intelligent attribute identification data and consumer characteristics and other multi-dimensional benefit analysis. This prior art can play information on specific products for individual consumers, making the advertisements become customized intelligent marketing methods, and increasing the customer's consumption motivation by collecting and cross-analyzing the consumer's propensity to consume.

然而,不論何種先前技術,對於觀看顧客而言,顧客並沒有明顯的感覺到廣告的內容與其自身的相關性,造成顧客快速經過攝影鏡頭,事實上也許根本沒有正視廣告內容,習用技術也無法讓顧客與廣告進行互動。因此,先前技術僅僅依靠人臉辨識會導致人流統計同樣失真,且前述習用技術無法大幅提昇廣告效益。However, regardless of the prior art, for the viewing customer, the customer does not clearly feel the relevance of the content of the advertisement to itself, causing the customer to quickly pass the photographic lens. In fact, perhaps the audience does not face the advertising content at all, and the conventional technology cannot Let customers interact with ads. Therefore, the prior art relies only on face recognition, which leads to the same distortion of the flow statistics, and the aforementioned conventional technology cannot greatly improve the advertising efficiency.

本發明提供一種人流監控廣告方法及其系統,主要是利用攝影機於廣告看板攝錄影像,再透過演算及自動辨識是否為人臉,並且能鎖定人臉及計算出目前的人流數 據,將資訊儲存於資料庫。再自動傳送預設的設計圖案在指定人臉上,進而將廣告需求整合設計圖案主動跟隨人臉呈現,達成在影像上跟人臉互動之目的,故本發明不僅能整合人流監控管理,更能提高廣告效果。The invention provides a method and system for monitoring a person flow monitoring, which mainly uses a camera to record an image on an advertisement billboard, and then through the calculation and automatic identification of whether it is a human face, and can lock the face and calculate the current number of people. According to the information, the information is stored in the database. Then, the preset design pattern is automatically transmitted on the designated person's face, and the advertising requirement integrated design pattern actively follows the face presentation, thereby achieving the purpose of interacting with the human face on the image, so the invention can not only integrate the flow monitoring and management, but also can Improve your advertising performance.

本發明之一態樣在提供一種人流監控廣告方法,人流監控廣告方法包括以下步驟:廣告攝錄步驟、人臉辨識步驟、人流統計步驟及面具回饋步驟。One aspect of the present invention provides a method for monitoring a person flow monitoring. The method for monitoring a person flow includes the following steps: an advertisement recording step, a face recognition step, a flow statistics step, and a mask feedback step.

根據本發明之發明態樣的一實施例,人流監控廣告方法依序包括以下步驟:廣告攝錄步驟是利用一攝影機於廣告看板攝錄影像,且以廣告看板呈現影像;人臉辨識步驟會自動辨識影像是否具至少一人臉,並鎖定人臉及計算出人臉的數據;人流統計步驟將數據儲存與統計;面具回饋步驟利用一設計圖案跟隨顯示在指定人臉上,進而將設計圖案整合數據與影像上的人臉互動。According to an embodiment of the present invention, the method for monitoring the flow of people includes the following steps: the step of advertising is to use a camera to record an image on an advertisement billboard, and the image is presented by an advertisement billboard; the face recognition step is automatically performed. Identify whether the image has at least one face, and lock the face and calculate the data of the face; the flow statistics step stores and counts the data; the mask feedback step uses a design pattern to follow the display on the designated person's face, and then integrates the design pattern with the data. Interact with the faces on the image.

根據本發明之發明態樣的另一實施例,在前述廣告攝錄步驟、人臉辨識步驟、人流統計步驟及面具回饋步驟之;另可包括一面具變化步驟,利用複數設計圖案配合人臉數據輪流或同時顯示在人臉上。其中人臉辨識步驟係將影像以減法運算相減取出一人形後,再由RGB轉換,並運算作邊緣擷取,再經由影像壓縮將人臉取出,透過比率計算或基因演算法來找出人臉。According to another embodiment of the present invention, in the foregoing advertisement recording step, face recognition step, human flow statistics step, and mask feedback step, a mask changing step may be further included, and the complex design pattern is used to match the face data. Take turns or appear on the person's face at the same time. In the face recognition step, the image is subtracted from the subtraction operation to take out a human form, and then converted by RGB, and calculated as edge capture, and then the face is taken out through image compression, and the ratio calculation or genetic algorithm is used to find the person. face.

另外可包含一報表輸出步驟,利用面具回饋步驟及面具變化步驟運算統計各項人臉相關數據,例如:計算觀看該廣告看板的該人臉數目、時間及尺寸,並且輸出一人 流監控報表。其中報表輸出步驟,可以利用人臉數據運算統計,並且輸出一人流監控報表。In addition, a report output step may be included, and the face feedback data and the mask change step are used to calculate and collect various face related data, for example, calculating the number, time and size of the face for viewing the advertisement billboard, and outputting one person. Flow monitoring report. The report output step can use the face data calculation statistics, and output a one-person flow monitoring report.

本發明之另一態樣在提供一種人流監控廣告系統,其配合網路及電子運算技術實施本發明的人流監控廣告方法。Another aspect of the present invention provides a human flow monitoring advertising system that implements the human flow monitoring advertising method of the present invention in conjunction with network and electronic computing technologies.

根據本發明之系統態樣的一實施例,一種人流監控廣告系統,包括:一廣告看板供使用者觀看。一攝影機設置於廣告看板上,且攝影機攝錄一影像。一顯示器設置於廣告看板上,且以顯示器呈現影像。一人流辨識模組連接攝影機,且人流辨識模組演算及自動辨識影像中之至少一人臉,且人流辨識模組能鎖定人臉。一人流統計模組,連接人流辨識模組,且人流統計模組依據人臉計算出一數據。一資料庫連接人流統計模組,資料庫儲存至少一設計圖案,且資料庫儲存人流統計模組提供之數據。以及一臉部面具模組連接攝影機、顯示器、人流辨識模組、人流統計模組及資料庫,臉部面具模組依據人臉與數據將設計圖案自資料庫取出,且臉部面具模組令設計圖案跟隨顯示在影像中的人臉上。藉此,人流監控廣告系統可以將廣告需求整合一預設的設計圖案主動跟隨人臉呈現,達成在影像上跟人臉互動之目的。According to an embodiment of the system aspect of the present invention, a human flow monitoring advertisement system includes: an advertisement billboard for viewing by a user. A camera is placed on the billboard and the camera captures an image. A display is disposed on the advertising billboard and presents an image on the display. The one-person flow identification module is connected to the camera, and the flow recognition module calculates and automatically recognizes at least one face in the image, and the flow recognition module can lock the face. The one-person flow statistics module is connected to the human flow identification module, and the human flow statistics module calculates a data according to the human face. A database is connected to the flow statistics module, the database stores at least one design pattern, and the database stores data provided by the flow statistics module. And a facial mask module is connected to the camera, the display, the flow recognition module, the flow statistics module and the database. The facial mask module takes the design pattern from the database according to the face and the data, and the facial mask module order The design pattern follows the face of the person displayed in the image. In this way, the flow monitoring advertising system can integrate the advertising requirements into a preset design pattern to actively follow the face presentation, and achieve the purpose of interacting with the human face on the image.

根據本發明之系統態樣的另一實施例,其中在資料庫可以儲存複數設計圖案,且臉部面具模組依據數據將複數設計圖案輪流或同時跟隨顯示在影像中的指定人臉上。According to another embodiment of the system aspect of the present invention, the plurality of design patterns can be stored in the database, and the facial mask module alternates the design patterns in accordance with the data or simultaneously displays the faces of the designated persons displayed in the images.

而前述人流統計模組計算觀看該廣告看板的人臉數目、時間及尺寸,並依照預設分類項目儲存到資料庫內。另外,前述資料庫可與一雲端伺服器進行雲端同步。The foregoing flow statistics module calculates the number, time and size of the faces of the advertisement billboard, and stores them in the database according to the preset classification items. In addition, the aforementioned database can be synchronized with a cloud server for cloud synchronization.

100-400‧‧‧步驟100-400‧‧‧Steps

410、420‧‧‧設計圖案410, 420‧‧‧ design patterns

501‧‧‧攝影機501‧‧‧ camera

502‧‧‧廣告看板502‧‧‧Advertising board

503‧‧‧顯示器503‧‧‧ display

5031‧‧‧影像5031‧‧ images

504‧‧‧人流辨識模組504‧‧‧Accident Identification Module

505‧‧‧人流統計模組505‧‧‧Civil Flow Statistics Module

506‧‧‧資料庫506‧‧‧Database

507‧‧‧臉部面具模組507‧‧‧Face mask module

508‧‧‧雲端伺服器508‧‧‧Cloud Server

D‧‧‧數據D‧‧‧ data

F‧‧‧人臉F‧‧‧Face

第1圖繪示本發明人流監控廣告方法之一實施例步驟圖。FIG. 1 is a diagram showing the steps of an embodiment of the method for monitoring the flow of the present invention.

第2圖繪示本發明人流監控廣告系統之一實施例系統示意圖。FIG. 2 is a schematic diagram showing a system embodiment of an embodiment of the present invention.

第3圖繪示本發明人流監控廣告系統之顯示器影像示意圖。FIG. 3 is a schematic diagram showing the display image of the human flow monitoring advertising system of the present invention.

請參照第1~3圖,第1圖是本發明人流監控廣告方法之實施例步驟圖。第2圖則是人流監控廣告系統之一實施例系統示意圖。第3圖也繪示出人流監控廣告系統之顯示器影像示意圖。Please refer to FIG. 1 to FIG. 3 , which is a step diagram of an embodiment of the method for monitoring the flow of people in the present invention. Figure 2 is a schematic diagram of an embodiment of an embodiment of a flow monitoring advertising system. Figure 3 also shows a schematic image of the display of the flow monitoring advertising system.

本發明提供一種人流監控廣告方法包括以下步驟:廣告攝錄步驟100、人臉辨識步驟200、人流統計步驟300及面具回饋步驟400。廣告攝錄步驟100是利用一攝影機501於廣告看板502攝錄影像,且以廣告看板502呈現影像5031;人臉辨識步驟200將影像5031以減法運算相減取出一人形後,再由RGB轉換,並運算作邊緣擷取,再經由影像壓縮將人臉形狀取出,透過比率計算或基因演算法來找出人臉F,因此可自動辨識影像5031是否具至少一人臉F,並鎖定人臉F及計算出人臉F的數據D;人流統計步驟300將數據D儲存與統計;面具回饋步驟400利用一設計圖案410跟隨顯示在指定人臉F上,進而將設計圖案410 整合數據與影像5031上的人臉F互動。據此,在前述廣告攝錄步驟100、人臉辨識步驟200、人流統計步驟300及面具回饋步驟400之運作下,本發明利用攝影機501於廣告看板502攝錄影像5031,再透過演算及自動辨識是否為人臉F,並且能鎖定人臉F及計算出目前的人流數據D,將數據D資訊儲存於資料庫506。再自動傳送預設的設計圖案410在指定人臉F上,進而將廣告需求整合設計圖案410主動跟隨有在觀看廣告看板502的人臉F呈現,達成在影像5031上跟觀看者的人臉F互動之目的,故本發明之方法不僅能整合人流監控管理,更能提高廣告效果。The present invention provides a method for monitoring a person flow monitoring comprising the following steps: an advertisement recording step 100, a face recognition step 200, a person flow statistics step 300, and a mask feedback step 400. The advertisement recording step 100 uses a camera 501 to record an image on the advertisement billboard 502, and presents the image 5031 by the advertisement billboard 502. The face recognition step 200 subtracts the image 5031 by subtraction to take out a human figure, and then converts the image by RGB. And the operation is used for edge capture, and the shape of the face is taken out through image compression, and the face F is found through the ratio calculation or the genetic algorithm. Therefore, it is possible to automatically recognize whether the image 5031 has at least one face F and lock the face F and The data D of the face F is calculated; the flow statistics step 300 stores and counts the data D; the mask feedback step 400 follows the display on the designated face F using a design pattern 410, and the design pattern 410 is further displayed. The integrated data interacts with the face F on the image 5031. Accordingly, in the operation of the advertisement recording step 100, the face recognition step 200, the flow statistics step 300, and the mask feedback step 400, the present invention uses the camera 501 to record the image 5031 on the advertisement billboard 502, and then through the calculation and automatic identification. Whether it is a face F, and the face F can be locked and the current flow data D is calculated, and the data D information is stored in the database 506. Then, the preset design pattern 410 is automatically transmitted on the designated face F, and then the advertisement demand integration design pattern 410 is actively followed by the face F of the viewing advertisement billboard 502, and the face F of the viewer on the image 5031 is achieved. The purpose of the interaction is that the method of the invention can not only integrate the flow monitoring and management, but also improve the advertising effect.

根據本發明之發明態樣的另一實施例,前述人流監控廣告方法另可包括一面具變化步驟,請一併參考第3圖繪示的人流監控廣告系統之顯示器影像示意圖。此步驟可以利用第二個設計圖案420配合人臉數據D輪流或同時跟第一個設計圖案410顯示在人臉F上。藉此達成更多功能的廣告效果,以第3圖繪示的顯示器影像示意來說,第二個設計圖案420可以是一頂皇冠造型圖案,並且會顯示在人臉數據D比較最靠近廣告看板502的人臉F上。According to another embodiment of the present invention, the foregoing method for monitoring the flow of people may further include a mask changing step. Please refer to the schematic image of the display of the flow monitoring advertising system shown in FIG. This step can be performed on the face F by using the second design pattern 420 in conjunction with the face data D or simultaneously with the first design pattern 410. In order to achieve more functional advertising effects, the second design pattern 420 may be a crown design pattern, and will be displayed on the face data D is closest to the advertisement billboard. 502 face F.

本發明提供之人流監控廣告方法另可包含一報表輸出步驟(未圖示),利用面具回饋步驟及面具變化步驟運算統計,並且輸出一人流監控報表。其中報表輸出步驟,也可以利用人臉數據運算統計,並且輸出一人流監控報表。The human flow monitoring advertising method provided by the present invention may further comprise a report output step (not shown), using the mask feedback step and the mask changing step to calculate statistics, and outputting a one-person flow monitoring report. The report output step can also use the face data calculation statistics, and output a one-person flow monitoring report.

再請參照第2圖,根據本發明之系統態樣的一實施例,一種人流監控廣告系統包括:一廣告看板502供使用者觀看。一攝影機501設置於廣告看板502上,且攝影 機501攝錄一影像5031。一顯示器503設置於廣告看板502上,且以顯示器503呈現影像5031。一人流辨識模組504連接攝影機501,且人流辨識模組504演算及自動辨識影像5031中之至少一人臉F,且人流辨識模組504能鎖定人臉F。一人流統計模組505,連接人流辨識模組504,且人流統計模組505依據人臉F計算出一數據D。一資料庫506連接人流統計模組505,資料庫506儲存複數設計圖案410、420...,且資料庫506儲存人流統計模組505提供之數據D。以及一臉部面具模組507連接攝影機501、顯示器503、人流辨識模組504、人流統計模組505及資料庫506,臉部面具模組507依據人臉F與數據D將不同的設計圖案410或420自資料庫506取出,且臉部面具模組507令各設計圖案410或420跟隨顯示在影像5031中的人臉F上。藉此,人流監控廣告系統可以將廣告需求整合一預設的設計圖案410或420主動跟隨人臉F呈現,達成在影像5031上跟觀看廣告看板502的人臉F互動之目的。Referring again to FIG. 2, in accordance with an embodiment of the system aspect of the present invention, a flow monitoring system includes: an advertising billboard 502 for viewing by a user. A camera 501 is disposed on the advertising billboard 502 and photographed The machine 501 records an image 5031. A display 503 is disposed on the advertising billboard 502, and the image 5031 is presented by the display 503. The one-person flow identification module 504 is connected to the camera 501, and the flow recognition module 504 calculates and automatically recognizes at least one face F of the image 5031, and the flow recognition module 504 can lock the face F. The one-person flow statistics module 505 is connected to the flow identification module 504, and the flow statistics module 505 calculates a data D based on the face F. A database 506 is coupled to the flow statistics module 505, the database 506 stores the plurality of design patterns 410, 420, ..., and the database 506 stores the data D provided by the flow statistics module 505. The face mask module 507 is connected to the camera 501, the display 503, the flow identification module 504, the flow statistics module 505, and the database 506. The facial mask module 507 has a different design pattern 410 according to the face F and the data D. Or 420 is taken from the database 506, and the face mask module 507 causes each design pattern 410 or 420 to follow the face F displayed in the image 5031. Thereby, the flow monitoring advertising system can integrate the advertising requirement into a preset design pattern 410 or 420 to actively follow the face F presentation, and achieve the purpose of interacting with the face F of the viewing billboard 502 on the image 5031.

值得一提的是,前述資料庫506可以儲存複數設計圖案410、420...,且臉部面具模組507依據數據D將複數設計圖案410、420...,輪流或同時跟隨顯示在影像5031中的指定人臉F上。而前述人流統計模組504計算觀看該廣告看板502的人臉F數目、時間及尺寸,並依照預設分類項目儲存到資料庫506內。而前述資料庫506可與一雲端伺服器508進行雲端同步。It is worth mentioning that the foregoing database 506 can store the complex design patterns 410, 420, ..., and the facial mask module 507 displays the complex design patterns 410, 420, ... according to the data D, in turn or simultaneously. The designated face F in 5031. The foregoing flow statistics module 504 calculates the number, time and size of the face F of the advertisement billboard 502, and stores them in the database 506 according to the preset classification items. The foregoing database 506 can perform cloud synchronization with a cloud server 508.

綜上所述,本發明提供一種人流監控廣告方法及 其系統具有下列優點:In summary, the present invention provides a method for monitoring pedestrian flow and Its system has the following advantages:

1.具有將廣告需求整合設計圖案主動跟隨人臉呈現,達成在影像上跟人臉互動之目的,故本發明能整合人流監控管理提高廣告效果。1. It has the purpose of integrating the design pattern of advertising requirements to actively follow the face presentation, and achieves the purpose of interacting with the human face on the image. Therefore, the invention can integrate the flow monitoring management to improve the advertising effect.

2.具有針對個別消費者進行特定人流統計及廣告評估的功能,且透過收集和交叉分析潛在顧客的消費傾向,調查廣告效果及顧客的消費動機。2. It has the function of performing specific flow statistics and advertisement evaluation for individual consumers, and collects and cross-analyzes the propensity of potential customers to investigate the effect of advertising and the motivation of customers.

100-400‧‧‧步驟100-400‧‧‧Steps

Claims (10)

一種人流監控廣告方法,包括以下步驟:廣告攝錄步驟,利用一攝影機於一廣告看板攝錄一影像,且以該廣告看板呈現該影像;人臉辨識步驟,自動辨識該影像是否具至少一人臉,並鎖定該人臉及計算出該人臉的一數據,該數據包含該人臉之數目、該人臉觀看之時間及該人臉之尺寸;人流統計步驟,將該數據儲存與統計;以及面具回饋步驟,利用至少一設計圖案跟隨顯示在指定該人臉上,進而將該設計圖案整合該數據與該人臉互動,且該面具變化步驟利用該人臉之尺寸判斷該人臉與該廣告看板之距離,並藉由該數據決定該設計圖案是否顯示於該廣告看板中所對應之該人臉的位置上。 A method for monitoring a person flow monitoring includes the following steps: an advertisement recording step of recording an image on an advertisement billboard by using a camera, and presenting the image by the advertisement billboard; the face recognition step automatically identifying whether the image has at least one face And locking the face and calculating a data of the face, the data including the number of the face, the time of the face viewing, and the size of the face; the flow statistics step, storing and counting the data; a mask feedback step of displaying at least one design pattern on the face of the designated person, and integrating the design pattern with the data to interact with the face, and the mask changing step determines the face and the advertisement by using the size of the face The distance of the kanban, and the data determines whether the design pattern is displayed on the face of the face corresponding to the advertisement kanban. 如請求項1之人流監控廣告方法,其中另包括:一面具變化步驟,利用複數設計圖案配合該人臉數據輪流或同時顯示在該人臉上。 The method for monitoring the advertisement of the flow of claim 1 further includes: a mask changing step of using the plurality of design patterns to match the face data in turn or simultaneously displaying on the face of the person. 如請求項2之人流監控廣告方法,其中另包括:一報表輸出步驟,利用該面具回饋步驟及該面具變化步驟運算統計,並且輸出一人流監控報表。 The method for monitoring the advertisement of the flow of claim 2, further comprising: a report output step, using the mask feedback step and the mask change step operation statistics, and outputting a one-person flow monitoring report. 如請求項1之人流監控廣告方法,其中另包括:一報表輸出步驟,利用該人臉數據運算統計,並且輸出一人流監控報表。 The method for monitoring the advertisement of the flow of the item of claim 1, further comprising: a report output step, using the face data to calculate statistics, and outputting a one-person flow monitoring report. 如請求項1之人流監控廣告方法,其中人臉辨識步驟係將該影像以減法運算相減取出一人形後,再由RGB轉換,並運算作邊緣擷取,再經由影像壓縮將該人臉取出,透過比率計算或基因演算法來找出該人臉。 The method for monitoring the advertisement of the flow of the item of claim 1, wherein the face recognition step subtracts the image from the subtraction operation and takes out a human figure, and then converts the image by RGB, and calculates the edge for capturing, and then extracts the face through image compression. Find the face through ratio calculation or genetic algorithm. 一種人流監控廣告系統,包括:一廣告看板;一攝影機,設置於該廣告看板上,且該攝影機攝錄一影像;一顯示器,設置於該廣告看板上,且以該顯示器呈現該影像;一人流辨識模組,連接該攝影機,且該人流辨識模組演算及自動辨識該影像中之至少一人臉,且該人流辨識模組能鎖定該人臉;一人流統計模組,連接該人流辨識模組,且該人流統計模組依據該人臉計算出一數據,該數據包含該人臉之數目、該人臉觀看之時間及該人臉之尺寸;一資料庫,連接該人流統計模組,該資料庫儲存至少一設計圖案,且該資料庫儲存該人流統計模組提供之該數據;以及一臉部面具模組,連接該攝影機、該顯示器、該人流辨識模組、該人流統計模組及該資料庫,該臉部面具模組依據該人臉與該數據將該設計圖案自該資料庫取出,且該臉部面具模組令該設計圖案跟隨顯示在該影像中的該人臉上,且該臉部面具模組利用該人臉之尺寸判斷該人臉與該廣告看板之距離,並藉由該數據決定該設計圖案是否顯示於該廣告看板中所對應之該人臉的位置上。 A person flow monitoring advertisement system includes: an advertisement billboard; a camera disposed on the advertisement billboard, wherein the camera captures an image; a display is disposed on the advertisement billboard, and the image is presented by the display; An identification module is connected to the camera, and the human flow identification module calculates and automatically recognizes at least one face of the image, and the human flow identification module can lock the face; a person flow statistics module is connected to the flow recognition module And the person flow statistics module calculates a data according to the face, the data includes the number of the face, the time of the face viewing, and the size of the face; a database connecting the flow statistics module, The database stores at least one design pattern, and the database stores the data provided by the human flow statistics module; and a facial mask module that connects the camera, the display, the human flow identification module, the human flow statistics module, and In the database, the facial mask module extracts the design pattern from the database according to the face and the data, and the facial mask module makes the design pattern follow Displaying the face of the person in the image, and the facial mask module determines the distance between the face and the advertising board by using the size of the face, and determines whether the design pattern is displayed on the advertising board by using the data. The position of the face corresponding to the middle. 如請求項6之人流監控廣告系統,其中,該資料庫儲存複數設計圖案,且該臉部面具模組依據該數據將複數設計圖案輪流跟隨顯示在該影像中的該人臉上。 The person flow monitoring advertisement system of claim 6, wherein the database stores a plurality of design patterns, and the facial mask module sequentially follows the data on the face of the person displayed in the image according to the data. 如請求項6之人流監控廣告系統,其中,該資料庫儲存複數設計圖案,且該臉部面具模組依據該數據將複數設計圖案同時跟隨顯示在該影像中的該人臉上。 The person flow monitoring advertisement system of claim 6, wherein the database stores a plurality of design patterns, and the facial mask module simultaneously follows the plurality of design patterns on the face of the person displayed in the image according to the data. 如請求項6之人流監控廣告系統,其中,該人流統計模組計算觀看該廣告看板的該人臉數目、該人臉觀看之時間及該人臉之尺寸,並依照預設分類項目儲存到該資料庫內。 The person flow monitoring advertisement system of claim 6, wherein the person flow statistics module calculates the number of faces of the advertisement viewing board, the time of the face viewing, and the size of the face, and stores the same according to the preset classification item. Within the database. 如請求項6之人流監控廣告系統,其中,該資料庫另與一雲端伺服器進行雲端同步。The person flow monitoring advertisement system of claim 6, wherein the database is additionally synchronized with a cloud server for cloud synchronization.
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