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TW201516918A - System for managing advertising effectiveness and method therefore - Google Patents

System for managing advertising effectiveness and method therefore Download PDF

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Publication number
TW201516918A
TW201516918A TW102137358A TW102137358A TW201516918A TW 201516918 A TW201516918 A TW 201516918A TW 102137358 A TW102137358 A TW 102137358A TW 102137358 A TW102137358 A TW 102137358A TW 201516918 A TW201516918 A TW 201516918A
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Taiwan
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information
image
gaze
user
regions
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TW102137358A
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Chinese (zh)
Inventor
Chia-Chun Tsou
Yi-Fan Chen
Chieh-Yu Lin
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Utechzone Co Ltd
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Priority to TW102137358A priority Critical patent/TW201516918A/en
Priority to CN201410054572.8A priority patent/CN104574135A/en
Publication of TW201516918A publication Critical patent/TW201516918A/en

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Abstract

Companies can promote their products or provide discount notifications by playing image information. Accordingly, the information which advertisement owners are eager to obtain is how to effectively calculate the exposures of advertisement and thereby analyze the advertising effectiveness in different places by playing image information. In this invention, the provided system for managing the advertising effectiveness calculates and analyzes the information of people and the degree of the played image information which is paid attention to for image displays set in different places, generates statistical data corresponding to the needs of advertisement owners and the associated charging mechanisms, and thereby provides references of evaluating the advertising effectiveness for advertisement owners. Therefore, the system for managing the advertising effectiveness can help advertisement owners determine contents of advertisement and their marketing strategies, so as to achieve higher advertising effectiveness. Moreover, diverse services which satisfy advertisement owners are provided.

Description

廣告效益管理系統及其方法 Advertising benefit management system and method thereof

本發明是有關於一種廣告效益管理系統及方法,且特別是有關於一種分析人群資訊以及所播放影像訊息被關注的程度的廣告效益管理系統及方法。 The present invention relates to an advertising effectiveness management system and method, and more particularly to an advertising effectiveness management system and method for analyzing crowd information and the extent to which the played image information is of interest.

隨著多媒體技術的進步,店家或廠商可以透過電子廣告播放裝置(例如,大型發光二極體螢幕、液晶顯示螢幕)來播放廣告,藉以宣傳產品、銷售活動或是提供優惠訊息。 With the advancement of multimedia technology, stores or manufacturers can play advertisements through electronic advertisement playback devices (for example, large-scale LED screens, LCD screens) to promote products, sales activities or offer preferential information.

對於廣告業主而言,電子廣告播放裝置所播放的廣告內容是否能夠有效地吸引使用者觀看而達到宣傳效果,或是對於已投放的廣告是否確實帶來實質上的經濟效益,此為備受關注的議題。因此,有必要提供一種有效的廣告效益的管理以及分析方式,可助於廣告業主決定或調整廣告內容及其行銷策略。 For the advertising owner, whether the advertising content played by the electronic advertisement playing device can effectively attract the user to watch and achieve the publicity effect, or whether the actually delivered advertisement actually brings substantial economic benefits, this is a concern. The topic. Therefore, it is necessary to provide an effective management and analysis of advertising effectiveness, which can help the advertising owner to decide or adjust the advertising content and its marketing strategy.

本發明提供一種廣告效益管理系統及方法,可產生人群 資訊對應於影像訊息的統計資料,以提供廣告業主各個播放據點的廣告曝光度以作為評估各地點的廣告效益的參考,可有助於廣告業主決定廣告內容及其行銷策略,藉以獲得較高的廣告效益,並可進一步地提供滿足廣告業主需求的多元服務。 The invention provides an advertising benefit management system and method, which can generate a crowd The information corresponds to the statistics of the image information, so as to provide the advertisement exposure of the advertisement owners' various broadcast locations as a reference for evaluating the advertising effectiveness of each location, which can help the advertisement owner to determine the advertisement content and its marketing strategy, so as to obtain a higher Advertising benefits, and can further provide a variety of services to meet the needs of advertising owners.

本發明的廣告效益管理系統包括影像擷取單元、顯示單元以及處理單元。其中,影像擷取單元用以擷取影像。顯示單元具有多個區域以播放多個影像訊息。處理單元耦接影像擷取單元以及顯示單元,用以偵測影像中是否存在至少一個使用者,分析至少一個使用者的數量以記錄人群資訊,依據至少一個使用者面向顯示單元的多個區域中的注視區域而累計注視區域的注視次數,以在經過預設時間後,依據影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數而產生統計資料。 The advertising benefit management system of the present invention includes an image capturing unit, a display unit, and a processing unit. The image capturing unit is configured to capture an image. The display unit has a plurality of areas to play a plurality of image messages. The processing unit is coupled to the image capturing unit and the display unit for detecting whether at least one user exists in the image, and analyzing the number of at least one user to record the crowd information according to the at least one user facing the plurality of regions of the display unit The gaze area accumulates the number of gaze times of the gaze area to generate statistics based on the image information, the crowd information, the area, and the number of gaze corresponding to the area after a preset time elapses.

在本發明的一實施例中,上述的處理單元依據所述區域對應的注視次數中之最大者而決定熱區。 In an embodiment of the invention, the processing unit determines the hot zone according to the largest one of the number of gaze corresponding to the area.

在本發明的一實施例中,上述的處理單元依據影像的深度資訊,計算至少一個使用者與顯示單元之間的相對距離,並分析使用者的臉部影像,藉以判斷至少一個使用者的注視方向,且處理單元依據相對距離以及注視方向,決定注視區域,藉以累計注視區域的注視次數。 In an embodiment of the invention, the processing unit calculates a relative distance between the at least one user and the display unit according to the depth information of the image, and analyzes the facial image of the user, thereby determining the gaze of the at least one user. Direction, and the processing unit determines the gaze area according to the relative distance and the gaze direction, thereby accumulating the number of gaze times of the gaze area.

在本發明的一實施例中,當上述的處理單元偵測到影像中存在至少一個使用者時,處理單元取得至少一個使用者的至少一個臉部影像,且分析至少一個臉部影像的特徵資訊,藉以獲得 至少一個使用者的性別以及年紀其中至少一者,從而記錄於人群資訊。 In an embodiment of the invention, when the processing unit detects that at least one user exists in the image, the processing unit acquires at least one facial image of the at least one user, and analyzes feature information of the at least one facial image. Lend At least one of the user's gender and age is recorded in the crowd information.

在本發明的一實施例中,當上述的處理單元偵測到影像中存在至少一個使用者時,處理單元更累計至少一個使用者對於注視區域的注視時間,並記錄至少一個使用者的注視時間於人群資訊。 In an embodiment of the invention, when the processing unit detects that at least one user exists in the image, the processing unit accumulates at least one user's gaze time for the gaze area, and records at least one user's gaze time. Information about the crowd.

在本發明的一實施例中,上述的處理單元在經過預設時間後,分析人群資訊、所述區域以及所述區域對應的注視次數,藉以產生對應於影像訊息的人流分佈作為統計資料。 In an embodiment of the present invention, after the preset time elapses, the processing unit analyzes the crowd information, the area, and the number of gaze corresponding to the area, so as to generate a distribution of the flow corresponding to the image information as statistical data.

在本發明的一實施例中,上述的處理單元在經過預設時間後,依據收費態樣以決定利用影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數其中至少一者而產生統計資料。 In an embodiment of the present invention, after the preset time, the processing unit determines at least one of using the image information, the crowd information, the area, and the number of gaze corresponding to the area according to the charging aspect. Generate statistics.

在本發明的一實施例中,在上述的處理單元產生統計資料之後,處理單元更依據統計資料以管理於所述區域播放影像訊息的計費標準。 In an embodiment of the invention, after the processing unit generates the statistical data, the processing unit further manages the charging standard for playing the image information in the area according to the statistical data.

在本發明的一實施例中,上述的影像訊息是商業廣告、商品折扣、活動宣傳的信息其中之一者。 In an embodiment of the invention, the image information is one of a commercial advertisement, a product discount, and an event promotion information.

本發明的廣告效益管理方法包括下列步驟。偵測影像中是否存在至少一個使用者,分析至少一個使用者的數量以記錄人群資訊,並依據至少一個使用者面向顯示單元的多個區域中的注視區域而累計注視區域的注視次數,藉以在經過預設時間後,依據於所述區域中播放的影像訊息、人群資訊、所述區域以及與所 述區域對應的注視次數而產生統計資料。 The advertising benefit management method of the present invention includes the following steps. Detecting whether at least one user exists in the image, analyzing the number of at least one user to record the crowd information, and accumulating the number of gaze times of the gaze area according to at least one user facing the gaze area in the plurality of areas of the display unit, thereby After a preset time, based on the image information, the crowd information, the area, and the location played in the area Statistics are generated for the number of gaze corresponding to the region.

在本發明的一實施例中,上述在經過預設時間後,依據於所述區域中播放的影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數而產生統計資料的步驟包括依據所述區域對應的注視次數中之最大者而決定熱區。 In an embodiment of the invention, after the preset time elapses, the step of generating statistics according to the image information played in the area, the crowd information, the area, and the number of gaze corresponding to the area includes: The hot zone is determined according to the largest of the number of gaze corresponding to the area.

在本發明的一實施例中,上述依據至少一個使用者面向顯示單元的多個區域中的注視區域累計注視區域的注視次數的步驟包括依據影像的深度資訊,計算使用者與顯示單元之間的相對距離,並分析使用者的臉部影像,藉以判斷使用者的注視方向。依據相對距離以及注視方向,決定注視區域,藉以累計注視區域的注視次數。 In an embodiment of the invention, the step of accumulating the number of gaze times of the gaze area according to the gaze area of the at least one user facing the plurality of areas of the display unit comprises calculating the distance between the user and the display unit according to the depth information of the image. Relative distance, and analyze the user's facial image to determine the user's gaze direction. Based on the relative distance and the gaze direction, the gaze area is determined, thereby accumulating the number of gaze times of the gaze area.

在本發明的一實施例中,當偵測到影像中存在至少一個使用者時,上述分析至少一個使用者的數量以記錄人群資訊的步驟包括取得至少一個使用者的臉部影像,並分析至少一個臉部影像的特徵資訊,以及獲得至少一個使用者的性別以及年紀其中至少一者,從而記錄於人群資訊。 In an embodiment of the invention, when it is detected that at least one user exists in the image, the step of analyzing the number of the at least one user to record the crowd information comprises: obtaining at least one user's facial image, and analyzing at least A feature information of a facial image, and at least one of the gender and the age of at least one user, thereby recording the information of the crowd.

在本發明的一實施例中,上述當偵測到影像中存在至少一個使用者時,分析至少一個使用者的數量以記錄人群資訊的步驟更包括累計至少一個使用者對於注視區域的注視時間,並記錄至少一個使用者的注視時間於人群資訊。 In an embodiment of the present invention, when detecting that at least one user exists in the image, the step of analyzing the number of the at least one user to record the crowd information further includes accumulating at least one user's gaze time for the gaze area. And record at least one user's gaze time in the crowd information.

在本發明的一實施例中,上述在經過預設時間後,依據於所述區域中播放的影像訊息、人群資訊、所述區域以及與所述 區域對應的注視次數以及人群資訊而產生統計資料的步驟包括在經過預設時間後,分析人群資訊、所述區域以及所述區域對應的注視次數,並產生對應於影像訊息的人流分佈作為統計資料。 In an embodiment of the invention, after the preset time elapses, according to the image information played in the area, the crowd information, the area, and the The step of generating statistics according to the number of gaze corresponding to the region and the crowd information includes analyzing the crowd information, the region, and the number of gaze corresponding to the region after a preset time, and generating a distribution of the flow corresponding to the image information as statistical data. .

在本發明的一實施例中,上述在經過預設時間後,依據於所述區域中播放的影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數以及人群資訊而產生統計資料的步驟包括依據收費態樣,決定利用影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數其中至少一者而產生統計資料。 In an embodiment of the present invention, after the preset time elapses, the statistics are generated according to the image information played in the area, the crowd information, the area, and the number of gaze corresponding to the area and the crowd information. The step of determining, based on the charging profile, determining to generate statistics using at least one of the image message, the crowd information, the region, and the number of gaze corresponding to the region.

在本發明的一實施例中,在上述產生該統計資料的步驟之後更包括依據統計資料以管理於所述區域播放影像訊息的計費標準。 In an embodiment of the present invention, after the step of generating the statistical data, the charging standard for playing the image information in the area according to the statistical data is further included.

在本發明的一實施例中,上述的影像訊息是商業廣告、商品折扣、活動宣傳的信息其中之一者。 In an embodiment of the invention, the image information is one of a commercial advertisement, a product discount, and an event promotion information.

本發明的廣告效益管理系統包括伺服器以及多個廣告效益管理裝置。伺服器連結至網路。廣告效益管理裝置透過網路以連接於伺服器,且各廣告效益管理裝置具有多個區域以播放多個影像訊息。其中,各廣告效益管理裝置分別擷取影像,偵測影像中是否存在至少一個使用者,分析使用者的數量以記錄人群資訊,依據使用者面向各廣告效益管理裝置的多個區域中的注視區域而累計注視區域的注視次數,以在經過預設時間後,依據影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數而分別產生多個統計資料並回傳至該伺服器。伺服器則接收廣告效益 管理裝置所回傳的統計資料,並依據統計資料而產生報表。 The advertising benefit management system of the present invention includes a server and a plurality of advertising benefit management devices. The server is connected to the network. The advertisement benefit management device is connected to the server through the network, and each advertisement benefit management device has multiple regions to play a plurality of image messages. The advertisement benefit management device respectively captures images, detects whether at least one user exists in the image, analyzes the number of users to record the crowd information, and according to the gaze region in the plurality of regions of the user facing each advertising benefit management device The number of gaze times of the gaze area is accumulated to generate a plurality of statistic data and return to the server according to the image information, the crowd information, the area, and the number of gaze corresponding to the area after a preset time elapses. The server receives advertising benefits Manage the statistics returned by the device and generate reports based on the statistics.

基於上述,本發明實施例的廣告效益管理系統及方法可藉由分析人群資訊以及所播放的影像訊息被關注的程度,來產生人群資訊對應於影像訊息的統計資料,從而提供廣告業主各個播放據點的廣告曝光度以作為評估各地點的廣告效益的參考,並可有助於廣告業主決定廣告內容及其行銷策略,藉以獲得較高的廣告效益。此外,廣告效益管理系統還可因應廣告業主的需求而有多種收費機制,並隨之產生相對應的統計資料,而可進一步地提供滿足廣告業主需求的多元服務。另一方面,本發明實施例的廣告效益管理系統還可以透過網路而將伺服器與設置於多個地點的廣告效益管理裝置連結,藉此可收集各地的統計資料並藉以製成與地點資訊相關的報表,而提供豐富且更完善的廣告效益管理服務。 Based on the above, the advertisement benefit management system and method of the embodiment of the present invention can generate statistics of the crowd information corresponding to the image information by analyzing the crowd information and the degree of attention of the played image information, thereby providing the advertisement owner with each play base. Ad exposure is used as a reference for evaluating the effectiveness of advertising at each location, and can help advertisers determine the content of advertising and its marketing strategy to achieve higher advertising effectiveness. In addition, the advertising effectiveness management system can also have a variety of charging mechanisms in response to the needs of the advertising owners, and accordingly generate corresponding statistics, and can further provide diversified services to meet the needs of advertising owners. On the other hand, the advertisement benefit management system of the embodiment of the present invention can also connect the server with the advertisement benefit management device installed in a plurality of places through the network, thereby collecting statistics of various places and making the location information. Relevant reports provide a rich and improved advertising effectiveness management service.

為讓本發明的上述特徵和優點能更明顯易懂,下文特舉實施例,並配合所附圖式作詳細說明如下。 The above described features and advantages of the invention will be apparent from the following description.

100、500‧‧‧廣告效益管理系統 100,500‧‧‧Advertising Benefit Management System

110、210、410‧‧‧影像擷取單元 110, 210, 410‧‧‧ image capture unit

120、220、420‧‧‧顯示單元 120, 220, 420‧‧‧ display unit

130‧‧‧處理單元 130‧‧‧Processing unit

211‧‧‧可擷取範圍 211‧‧‧able range

240、250、260、440、450、460‧‧‧使用者 240, 250, 260, 440, 450, 460‧‧‧ users

241‧‧‧注視方向 241‧‧‧ gaze direction

242‧‧‧相對距離 242‧‧‧ Relative distance

243、421、422、423、424‧‧‧區域 243, 421, 422, 423, 424‧‧ areas

S310~S340‧‧‧步驟 S310~S340‧‧‧Steps

510‧‧‧伺服器 510‧‧‧Server

520‧‧‧廣告效益管理裝置 520‧‧‧Advertising Benefit Management Device

530‧‧‧網路 530‧‧‧Network

圖1是依照本發明一實施例所繪示的廣告效益管理系統的方塊圖。 FIG. 1 is a block diagram of an advertisement benefit management system according to an embodiment of the invention.

圖2A是依照本發明一實施例所繪示的廣告效益管理系統的示意圖。 FIG. 2A is a schematic diagram of an advertisement benefit management system according to an embodiment of the invention.

圖2B是依照本發明一實施例所繪示的廣告效益管理系統的俯視圖。 2B is a top plan view of an advertising benefit management system according to an embodiment of the invention.

圖3是依照本發明一實施例所繪示的廣告效益管理方法的流程圖。 FIG. 3 is a flowchart of an advertising benefit management method according to an embodiment of the invention.

圖4是依照本發明一實施例所繪示的廣告效益管理系統的範例。 FIG. 4 is an illustration of an advertisement benefit management system according to an embodiment of the invention.

圖5是依照本發明一實施例所繪示的廣告效益管理系統的方塊圖。 FIG. 5 is a block diagram of an advertisement benefit management system according to an embodiment of the invention.

提供廣告的廠商會在不同地區設置許多的電子廣告看板,藉以吸引不同品牌的廣告業主來播放廣告。廣告業主在將廣告等影像信息放置在電視節目或是網路服務器上時,可以藉由觀看收視率或是點擊率來得知電視廣告以及網路行銷廣告的效果。然而,廣告業主實際上難以得知每個地區的電子廣告看板的成效如何,僅能從該地區的人潮流向來推測效果如何,但卻無法獲得較為實際的例子來做為佐證。藉此,本發明實施例藉由分析人群資訊以及所播放的影像訊息被關注的程度,來產生人群資訊對應於影像訊息的統計資料,並可依據廣告業主的需求及其相關收費機制而產生與廣告業主其目標客戶群相對應的統計數據,藉以提供廣告業主實際的統計數據來評估各播放據點的廣告效益。因此,可有助於廣告業主決定廣告內容及其行銷策略,從而達到廣告實質上的宣傳效果並獲得較高的廣告效益。 Vendors who provide advertising will set up many electronic billboards in different regions to attract advertisers of different brands to play advertisements. When an advertisement owner places an image such as an advertisement on a television program or a web server, the advertisement viewer can view the audience rating or the click rate to know the effect of the television advertisement and the network marketing advertisement. However, it is actually difficult for advertisers to know the effectiveness of electronic advertising billboards in each region. It is only possible to speculate on the effects of people in the region, but it is impossible to obtain more practical examples to support this. In this way, the embodiment of the present invention generates statistics of the crowd information corresponding to the image information by analyzing the information of the crowd and the degree of attention of the played image information, and may generate and match according to the needs of the advertisement owner and related charging mechanisms. The statistical data corresponding to the target customer group of the advertising owner is used to provide the actual statistics of the advertising owner to evaluate the advertising effectiveness of each playing base. Therefore, it can help the advertising owner to determine the advertising content and its marketing strategy, so as to achieve the advertising effect and obtain high advertising efficiency.

圖1是依照本發明一實施例所繪示的廣告效益管理系統 的方塊圖。請參照圖1,廣告效益管理系統100包括影像擷取單元110、顯示單元120以及處理單元130。其中,處理單元分別耦接於影像擷取單元110以及顯示單元120。 FIG. 1 is an advertisement benefit management system according to an embodiment of the invention. Block diagram. Referring to FIG. 1 , the advertisement benefit management system 100 includes an image capturing unit 110 , a display unit 120 , and a processing unit 130 . The processing unit is coupled to the image capturing unit 110 and the display unit 120 respectively.

影像擷取單元110用以擷取一影像,此影像可以是彩色影像、黑白影像、紅外線影像或是能夠用以偵測出使用者的相關影像。在本實施例中,影像擷取單元110可以是任何具有電荷耦合元件(Charge coupled device;CCD)鏡頭、互補式金氧半電晶體(Complementary metal oxide semiconductor transistors;CMOS)鏡頭,或紅外線鏡頭的攝影機。另外,影像擷取單元110亦可包括可取得深度資訊的影像擷取設備,例如是深度攝影機(depth camera)或立體攝影機,藉以取得所擷取影像的深度資訊。影像擷取單元110設置於可擷取到顯示單元120前方影像的位置。例如,影像擷取單元110可配置於顯示單元120的附近或是顯示單元120的上方,然本發明並不限制影像擷取單元110所設置的位置。 The image capturing unit 110 is configured to capture an image, which may be a color image, a black and white image, an infrared image, or an associated image that can be used to detect a user. In this embodiment, the image capturing unit 110 can be any camera having a charge coupled device (CCD) lens, a complementary metal oxide semiconductor transistor (CMOS) lens, or an infrared lens. . In addition, the image capturing unit 110 may further include an image capturing device that can obtain depth information, such as a depth camera or a stereo camera, to obtain depth information of the captured image. The image capturing unit 110 is disposed at a position that can capture an image in front of the display unit 120. For example, the image capturing unit 110 can be disposed in the vicinity of the display unit 120 or above the display unit 120. However, the present invention does not limit the position set by the image capturing unit 110.

顯示單元120例如為液晶顯示器(Liquid-Crystal Display;LCD)、電漿顯示器、真空螢光顯示器、發光二極體(Light-Emitting Diode;LED)顯示器、場發射顯示器(Field Emission Display;FED)及/或其他合適種類的顯示器,在此並不限制其種類。在本發明實施例中,顯示單元120可具有多個區域以播放多個影像訊息。其中,影像訊息可以是商業廣告、商品折扣、活動宣傳的信息其中之一者或其組合,本發明對此不限制。 The display unit 120 is, for example, a liquid crystal display (LCD), a plasma display, a vacuum fluorescent display, a Light-Emitting Diode (LED) display, a Field Emission Display (FED), and / or other suitable type of display, here is not limited to its type. In the embodiment of the present invention, the display unit 120 may have multiple regions to play a plurality of image messages. The image information may be one of a commercial advertisement, a product discount, and an event promotion information, or a combination thereof, which is not limited by the present invention.

處理單元130例如是中央處理單元(Central Processing Unit,CPU),或是其他可程式化之一般用途或特殊用途的微處理器(Microprocessor)、數位訊號處理器(Digital Signal Processor,DSP)、可程式化控制器、特殊應用積體電路(Application Specific Integrated Circuits,ASIC)、可程式化邏輯裝置(Programmable Logic Device,PLD)或其他類似裝置或這些裝置的組合。 The processing unit 130 is, for example, a central processing unit (CPU), or other programmable general purpose or special purpose microprocessor (Microprocessor), digital signal processor (DSP), programmable Controllers, Application Specific Integrated Circuits (ASICs), Programmable Logic Devices (PLDs), or other similar devices or combinations of these devices.

舉例來說,圖2A是依照本發明一實施例所繪示的廣告效益管理系統的示意圖。在本實施例中,顯示單元220可以是一個6公尺寬、1.2公尺高的長形螢幕,並架設於離地0.8公尺處,如圖2所示。其中,顯示單元220可包括多個區域,例如本實施例中的顯示單元220包括4個區域,並可用來播放多個影像訊息。另外,在其他實施例中,顯示單元220也可以是一個直立式螢幕,例如可以是55吋(即0.7公尺寬、1.2公尺高)的直立螢幕。應用本發明實施例者可依據其需求而提供適當的顯示單元的尺寸以及顯示單元中用以播放影像訊息的區域數量,本發明對此並不限制。在圖2A中,影像擷取單元210安裝在顯示單元220的上方,而往下斜角拍攝以擷取影像。當使用者240在影像擷取單元210的可擷取範圍內時,所擷取的影像中即可包括使用者240對應的人體影像。 For example, FIG. 2A is a schematic diagram of an advertisement benefit management system according to an embodiment of the invention. In this embodiment, the display unit 220 can be an elongated screen 6 meters wide and 1.2 meters high, and is erected 0.8 meters away from the ground, as shown in FIG. 2 . The display unit 220 can include multiple areas. For example, the display unit 220 in this embodiment includes four areas and can be used to play multiple image messages. In addition, in other embodiments, the display unit 220 can also be an upright screen, such as an upright screen that can be 55 inches (ie, 0.7 meters wide and 1.2 meters high). The embodiment of the present invention can provide the appropriate size of the display unit and the number of areas in the display unit for playing image information according to the requirements thereof, which is not limited by the present invention. In FIG. 2A, the image capturing unit 210 is mounted above the display unit 220, and is photographed at an oblique angle to capture an image. When the user 240 is within the reachable range of the image capturing unit 210, the captured image may include the human body image corresponding to the user 240.

值得一提的是,本發明實施例的廣告效益管理系統亦可應用於多位使用者的情況。以下對此進行說明,並請參照圖2B。圖2B是依照本發明一實施例所繪示的廣告效益管理系統的俯視 圖。本實施例中包括使用者240、250以及260,圖中的箭號則標示出使用者的注視方向。如圖2B所示,由於使用者240與使用者250位於影像擷取單元210的可擷取範圍211內,故影像擷取單元210所擷取到的影像中將會包括使用者240與250所對應的人體影像,並可由處理單元分別對使用者240與250的人體影像進行處理。而在另一實施例中,使用者240可以是正對著本實施例中的顯示單元220進行操作,而使用者250則在旁邊圍觀。影像擷取單元210仍可擷取到使用者240與250所對應的人體影像,並交由處理單元進行處理,而與上述實施例的步驟類似。其中,處理單元130可以透過其包括多個處理器的形式,經由各處理器來分別處理使用者240與250的臉部影像,藉以對各使用者進行人臉辨識。然本發明對於處理多個使用者其人體影像所使用的技術方式並不加以限制。 It should be noted that the advertisement benefit management system of the embodiment of the present invention can also be applied to the situation of multiple users. This will be described below, and please refer to FIG. 2B. 2B is a plan view of an advertising benefit management system according to an embodiment of the invention. Figure. The user 240, 250, and 260 are included in this embodiment, and the arrows in the figure indicate the direction of the user's gaze. As shown in FIG. 2B, since the user 240 and the user 250 are located in the captureable range 211 of the image capture unit 210, the images captured by the image capture unit 210 will include the users 240 and 250. The corresponding human body image can be processed by the processing unit for the human body images of the users 240 and 250, respectively. In another embodiment, the user 240 may be operating directly opposite the display unit 220 in this embodiment, while the user 250 is on the side. The image capturing unit 210 can still capture the human body images corresponding to the users 240 and 250, and submit them to the processing unit for processing, which is similar to the steps of the above embodiment. The processing unit 130 can process the facial images of the users 240 and 250 respectively through the processors through the form of a plurality of processors, thereby performing face recognition on each user. However, the present invention does not limit the technical means used to process a plurality of users' human body images.

圖3是依照本發明一實施例所繪示的廣告效益管理方法的流程圖。請同時參照圖1與圖3,本實施例的方法適用於上述的廣告效益管理系統100,以下即搭配圖1中廣告效益管理系統100的各項元件,說明本實施例方法的詳細流程。 FIG. 3 is a flowchart of an advertising benefit management method according to an embodiment of the invention. Referring to FIG. 1 and FIG. 3 simultaneously, the method in this embodiment is applicable to the above-mentioned advertising benefit management system 100. The following is a detailed description of the detailed process of the method of the present embodiment in conjunction with the components of the advertising benefit management system 100 of FIG.

在步驟S310中,處理單元130偵測影像中是否存在至少一個使用者。具體而言,影像擷取單元110在擷取影像之後,便將影像交由處理單元130進行後續分析。處理單元130可以利用例如區塊偵測(blob detect)演算法來找出影像中屬於人體的區塊,並透過取得此區塊對應的特徵值與預先建立的特徵值進行比 對,當兩者相符時,處理單元130即可判斷影像中的上述區塊為人體影像。 In step S310, the processing unit 130 detects whether at least one user exists in the image. Specifically, after capturing the image, the image capturing unit 110 passes the image to the processing unit 130 for subsequent analysis. The processing unit 130 may use, for example, a blob detect algorithm to find a block belonging to the human body in the image, and obtain a comparison between the feature value corresponding to the block and the pre-established feature value. For example, when the two match, the processing unit 130 can determine that the block in the image is a human body image.

在步驟S320中,處理單元130分析使用者的數量以記錄人群資訊。詳細來說,處理單元130會累計影像中所擷取到的使用者數量,例如在圖2A的實施例中,處理單元130會依據從影像中取得一個人體影像,而將使用者數量累計1人;而又例如在圖2B的實施例中,由於處理單元130在影像中可取得兩個人體影像,故將使用者數量累計2人。 In step S320, the processing unit 130 analyzes the number of users to record the crowd information. In detail, the processing unit 130 accumulates the number of users captured in the image. For example, in the embodiment of FIG. 2A, the processing unit 130 acquires one human body image from the image, and accumulates the number of users by one person. For example, in the embodiment of FIG. 2B, since the processing unit 130 can acquire two human body images in the image, the number of users is accumulated by two.

需說明的是,人群資訊除了用以記錄使用者數量之外,亦可以記錄其他對應使用者的資訊。詳細而言,在一實施例中,處理單元130可透過估計的方式以獲得使用者的性別和年紀至少其中一者,並將上述的性別和/或年紀資訊記錄於人群資訊中。而在另一實施例中,處理單元130還可累計使用者對於注視區域的注視時間並記錄於人群資訊。以下對上述情況分作說明。 It should be noted that in addition to recording the number of users, the crowd information can also record information of other corresponding users. In detail, in an embodiment, the processing unit 130 may obtain at least one of the gender and the age of the user in an estimated manner, and record the gender and/or age information described above in the crowd information. In another embodiment, the processing unit 130 may also accumulate the gaze time of the user for the gaze area and record the information in the crowd. The above situation will be explained below.

首先說明處理單元130獲得使用者的性別和年紀並記錄於人群資訊的實施方式。在一實施例中,當處理單元130偵測到影像中存在至少一個使用者時,處理單元130取得至少一個使用者的至少一個臉部影像,且分析至少一個臉部影像的特徵資訊,藉以獲得至少一個使用者的性別以及年紀其中至少一者,從而記錄於人群資訊。換句話說,當處理單元130偵測到影像中存在對應使用者的人體影像之後,處理單元130可從人體影像中取得其臉部影像,再透過例如人臉辨識的技術,而由此臉部影像中獲得 使用者的性別或年紀等特徵。 First, an embodiment in which the processing unit 130 obtains the gender and age of the user and records it in the crowd information will be described. In an embodiment, when the processing unit 130 detects that at least one user exists in the image, the processing unit 130 acquires at least one facial image of the at least one user, and analyzes feature information of the at least one facial image to obtain the feature information. At least one of the user's gender and age is recorded in the crowd information. In other words, after the processing unit 130 detects that there is a human body image corresponding to the user in the image, the processing unit 130 can obtain the facial image from the human body image, and then pass through a technique such as face recognition, and thus the face Obtained in the image The gender or age of the user.

以下以圖4進行說明。圖4為依照本發明一實施例所繪示的廣告效益管理系統的範例。請參照圖4,在本實施例中,顯示單元420包括多個區域421、422、423以及424,而影像擷取單元410則是用來擷取顯示單元420前方的影像。在本實施例中,使用者440、450及460位於顯示單元420前方,且位於影像擷取單元410可擷取到影像的範圍之內。圖4中的箭號並標示出各使用者的注視方向。當處理單元偵測到影像中存在使用者440、450及460時,處理單元可分別取得使用者240、450及460的臉部影像並分析其特徵資訊。其中,此特徵資訊可以是臉型、五官形狀、五官比例、皺紋等人臉特徵,而處理單元可據以分析而得到使用者的性別或年紀的資訊。例如,處理單元可在對使用者440、450及460其人臉影像的臉型或是臉部特徵進行分析後得到使用者440為「年輕女性」、使用者450為「中年男性」以及使用者460為「老年男性」的資料。之後,處理單元可將上述資料記錄於人群資訊中。 This will be described below with reference to Fig. 4 . FIG. 4 is a diagram showing an example of an advertisement benefit management system according to an embodiment of the invention. Referring to FIG. 4 , in the embodiment, the display unit 420 includes a plurality of regions 421 , 422 , 423 , and 424 , and the image capturing unit 410 is configured to capture images in front of the display unit 420 . In this embodiment, the users 440, 450, and 460 are located in front of the display unit 420 and are located within the range of the image capturing unit 410. The arrows in Figure 4 indicate the direction of gaze of each user. When the processing unit detects that the user 440, 450, and 460 are present in the image, the processing unit can obtain the facial images of the users 240, 450, and 460, respectively, and analyze the feature information. The feature information may be face features such as face shape, facial features, facial features, wrinkles, etc., and the processing unit may obtain information about the gender or age of the user according to the analysis. For example, the processing unit may analyze the face or facial features of the face images of the users 440, 450, and 460 to obtain the user 440 as a "young female" and the user 450 as a "middle-aged male" and a user. 460 is the information of "old men". Afterwards, the processing unit can record the above information in the crowd information.

在此需說明的是,對於將上述資料記錄於人群資訊中的形式,在一實施例中,處理單元也可以用年齡範圍的形式來記錄使用者資訊,例如使用者440可為「20至30歲的女性」以及使用者450可為「40至50歲的男性」等形式,本發明實施例對此並不限制。 It should be noted that, in the form of recording the above information in the crowd information, in an embodiment, the processing unit may also record the user information in the form of an age range, for example, the user 440 may be "20 to 30". The embodiment of the present invention is not limited in the form of the "female of the age of 40" and the user 450.

接著再說明處理單元130取得並記錄注視時間於人群資訊的實施方式。在本實施例中,當處理單元130偵測到影像中存 在至少一個使用者時,處理單元130還可累計使用者對於注視區域的注視時間,並在人群資訊中記錄使用者的注視時間。需說明的是,當處理單元130累計並記錄使用者的注視時間之前,可先透過確認使用者為面向顯示單元120中各區域的其中一區域,而使處理單元130能夠更有效率地只對實質上有面對顯示單元120的使用者進行關於注視時間的相關處理。另外,使用者對於注視區域的注視時間可以反應使用者對於播放影像感興趣的程度。換句話說,在一些實施例中,播放影像區域所對應的累計注視時間越長,可代表此播放影像所獲得的使用者的關注程度越高,而對於上述累計注視時間與被關注程度之間的相關程度,本發明並不設限。 Next, an embodiment in which the processing unit 130 acquires and records the gaze time in the crowd information will be described. In this embodiment, when the processing unit 130 detects that the image is stored When at least one user is in use, the processing unit 130 may also accumulate the gaze time of the user for the gaze area, and record the gaze time of the user in the crowd information. It should be noted that, before the processing unit 130 accumulates and records the gaze time of the user, the processing unit 130 can be more efficiently operated only by confirming that the user is facing one of the regions in the display unit 120. There is substantially a process related to the gaze time by the user facing the display unit 120. In addition, the user's gaze time for the gaze area may reflect the extent to which the user is interested in playing the image. In other words, in some embodiments, the longer the cumulative gaze time corresponding to the playback image area, the higher the degree of attention of the user that can be obtained by the playback image, and between the accumulated gaze time and the degree of attention. The degree of relevance is not limited by the invention.

舉例而言,請參照圖4的範例。在本實施例中,當顯示單元420的區域421中正在播放有關於健美男子的廣告影像時,使用者440可能因為對影像訊息的內容感興趣,而注視於區域421。處理單元在偵測到使用者440後,可藉由持續比對並計算使用者440所注視的區域是否改變,而可累計並得到使用者440在區域421的注視時間。例如,使用者440對於區域421的注視時間可以是20秒,故處理單元會將上述使用者440的資訊及其對於區域421的注視時間20秒記錄於人群資訊中。 For example, please refer to the example of FIG. 4. In the present embodiment, when an advertisement image relating to a fitness man is being played in the area 421 of the display unit 420, the user 440 may look at the area 421 because of interest in the content of the image message. After detecting the user 440, the processing unit can accumulate and obtain the gaze time of the user 440 in the area 421 by continuously comparing and calculating whether the area that the user 440 is looking at changes. For example, the gaze time of the user 440 for the area 421 may be 20 seconds, so the processing unit records the information of the user 440 and the gaze time for the area 421 for 20 seconds in the crowd information.

此外,在其他實施例中,此注視時間亦可以作為判斷使用者確實注視於其對應的播放影像區域的依據。在一實施例中,處理單元130可透過將偵測到的使用者其注視時間與一門檻值相 較,其中此門檻值例如是1秒,則當處理單元130偵測到的使用者其注視時間大於1秒時,處理單元130才判斷此使用者確實注視於其對應的播放影像區域。在此,本發明對於此門檻值所對應的時間長短並不加以限制。 In addition, in other embodiments, the gaze time can also be used as a basis for determining whether the user actually looks at the corresponding play image area. In an embodiment, the processing unit 130 can reflect the detected gaze time of the user with a threshold value. For example, when the threshold value is 1 second, the processing unit 130 determines that the user is actually looking at the corresponding playback image area when the user's gaze time is greater than 1 second. Here, the present invention does not limit the length of time corresponding to this threshold value.

回到圖3的流程,在步驟S330中,處理單元130依據使用者面向顯示單元的多個區域中的注視區域而累計注視區域的注視次數。具體來說,上述的注視次數即對應了所述區域中播放影像受到使用者關注的程度。在本實施例中,處理單元130可經由使用者與顯示單元之間的相對距離以及使用者的注視方向,來決定使用者的注視區域,藉以累計上述注視區域的注視次數。以下進一步說明處理單元130決定使用者其注視區域的實施方式。 Returning to the flow of FIG. 3, in step S330, the processing unit 130 accumulates the number of gaze times of the gaze area according to the gaze area in the plurality of areas of the display unit facing the user. Specifically, the number of gaze times described above corresponds to the extent to which the played image in the area is noticed by the user. In this embodiment, the processing unit 130 can determine the gaze area of the user via the relative distance between the user and the display unit and the gaze direction of the user, thereby accumulating the number of gaze times of the gaze area. The implementation of the processing unit 130 to determine the user's gaze area is further described below.

在一實施例中,處理單元130可依據取得影像的深度資訊,計算使用者與顯示單元之間的相對距離。在本實施例中,影像擷取單元110可透過例如深度攝影機或是立體攝影機等立體成像系統而得到影像中的深度資訊,再經由處理單元130依據影像擷取單元110所提供的深度資訊來計算使用者與顯示單元之間的相對距離。例如,處理單元130可以是依據立體攝影機中左右鏡頭的焦距、左右鏡頭之間的距離以及在左右鏡頭所得到影像中各像素的像差來計算並獲得上述的相對距離。此外,處理單元130還可分析人體影像中的臉部影像,並透過例如其臉部的特徵資訊來進行面向偵測,藉以判斷使用者的注視方向。當處理單元130取得使用者與顯示單元120之間的相對距離以及注視方向之後, 處理單元130即可藉由上述的相對距離以及注視方向,藉以決定使用者注視的區域,並累計注視區域對應的注視次數。 In an embodiment, the processing unit 130 can calculate the relative distance between the user and the display unit according to the depth information of the acquired image. In the embodiment, the image capturing unit 110 can obtain the depth information in the image through a stereo imaging system such as a depth camera or a stereo camera, and then calculate the depth information provided by the image capturing unit 110 via the processing unit 130. The relative distance between the user and the display unit. For example, the processing unit 130 may calculate and obtain the relative distance according to the focal length of the left and right lenses in the stereo camera, the distance between the left and right lenses, and the aberration of each pixel in the image obtained by the left and right lenses. In addition, the processing unit 130 can also analyze the facial image in the human body image and perform the face detection through the feature information of the face, for example, to determine the gaze direction of the user. After the processing unit 130 obtains the relative distance between the user and the display unit 120 and the gaze direction, The processing unit 130 can determine the area the user is gazing by the relative distance and the gaze direction described above, and accumulate the number of gaze times corresponding to the gaze area.

在此以圖2A的實施例來進行說明。在本實施例中,當使用者240進入影像擷取單元210的可擷取範圍內時,影像擷取單元210會取得影像以及對應此影像的深度資訊。處理單元從影像中取出使用者的人體影像,並透過獲得的深度資訊,藉以計算出使用者與顯示單元210之間的相對距離242。另外,處理單元亦從人體影像中取出使用者的臉部影像來進行分析,從而得到使用者的注視方向241。藉此,處理單元即可依據上述的相對距離242以及使用者的注視方向241而決定使用者的注視區域,例如圖2A中所繪示的區域243。在得到使用者的注視區域為區域243後,處理單元並將區域243的注視次數累計1次。 This will be described with reference to the embodiment of FIG. 2A. In this embodiment, when the user 240 enters the captureable range of the image capturing unit 210, the image capturing unit 210 acquires an image and depth information corresponding to the image. The processing unit takes out the human body image of the user from the image, and calculates the relative distance 242 between the user and the display unit 210 through the obtained depth information. In addition, the processing unit also extracts the facial image of the user from the human body image for analysis, thereby obtaining the gaze direction 241 of the user. Thereby, the processing unit can determine the gaze area of the user, such as the area 243 depicted in FIG. 2A, based on the relative distance 242 and the gaze direction 241 of the user. After the gaze area of the user is obtained as the area 243, the processing unit accumulates the number of gaze times of the area 243 once.

又如在圖4包括多個使用者的範例中,處理單元會分別取得使用者440注視於區域421、使用者450注視於區域421以及使用者460注視於區域422。其中,處理單元取得使用者的注視區域所使用的技術與上述實施例類似,故請參閱上述。在本實施例中,處理單元會依據上述得到的各使用者的注視區域,而將區域421的注視次數累計2次,並將區域422的注視次數累計1次。 As in the example of FIG. 4 including a plurality of users, the processing unit acquires the user 440 looking at the area 421, the user 450 looking at the area 421, and the user 460 looking at the area 422. The technique used by the processing unit to obtain the gaze area of the user is similar to that of the above embodiment, so please refer to the above. In the present embodiment, the processing unit accumulates the number of gaze times of the area 421 twice according to the gaze area of each user obtained as described above, and accumulates the number of gaze times of the area 422 once.

在步驟S340中,處理單元130在經過預設時間後,會依據影像訊息、人群資訊、播放影像區域以及與該些區域對應的注視次數而產生統計資料。詳細而言,在一實施例中,上述的預設時間可以是1小時、1天、1週、一個月或其他時間週期,而處理 單元130則可分析在這段時間內所收集到的人群資訊、該些區域以及該些區域對應的注視次數,藉以產生對應於影像訊息的人流分佈作為統計資料。其中,統計資料可以是數據形式,或也可用量化圖形的方式來呈現。 In step S340, after the preset time elapses, the processing unit 130 generates statistics according to the image information, the crowd information, the played image area, and the number of gaze corresponding to the areas. In detail, in an embodiment, the preset time may be 1 hour, 1 day, 1 week, one month or other time period, and the processing The unit 130 can analyze the crowd information collected during the period, the regions, and the number of gaze corresponding to the regions, thereby generating a distribution of the flow corresponding to the image information as statistical data. The statistical data may be in the form of data, or may be presented by means of quantitative graphics.

舉例來說,請再參照圖4的範例。在本實施例中,經過一天的統計後,處理單元可得到的累計使用者數量例如為1000人,其中包括500人為女性、500人為男性。在這段時間中,有350位女性以及150位男性注視於區域421中所播放的關於健美男子的廣告影像,而這些使用者的年紀分佈包括20歲以下的使用者200人、20至40歲的使用者250人以及40至60歲的使用者50人。換句話說,在本實施例中,處理單元可統計並分析人群的性別、年紀資訊,並對應於影像播放的區域及其注視次數,而得到一天內各區域播放的影像所對應的人流分佈。 For example, please refer to the example of FIG. 4 again. In this embodiment, after one-day statistics, the number of accumulated users available to the processing unit is, for example, 1,000, including 500 for women and 500 for men. During this time, 350 women and 150 men watched the advertisement images of the bodybuilders played in the area 421, and the age distribution of these users included 200 users under the age of 20, 20 to 40 years old. There are 250 users and 50 users aged 40 to 60. In other words, in this embodiment, the processing unit can collect and analyze the gender and age information of the crowd, and corresponding to the area of the image playing and the number of gaze times, and obtain the distribution of the person flow corresponding to the image played in each area in one day.

在此需強調的是,上述的統計資料即對應了所播放的影像訊息的曝光度。也就是說,廣告業主可以依據這些統計資料來得知影像訊息可吸引的使用者類型,亦可藉由各個播放據點的統計資料來得知在各地點的廣告曝光度。此外,藉由所獲得的統計資料,還可找出對應影像訊息的熱區,而作為評估廣告效益的依據。另一方面,因應廣告業主的需求,本發明實施例的廣告效益管理系統100可更進一步地提供多種收費機制,來產生符合廣告業主需求的統計數據。而對廣告商而言,其可基於上述的收費機制而對廣告業主提出廣告曝光率的保證,且亦可利用統計資料來 管理播放影像訊息的計費標準。對於上述關於統計資料的各種應用,以下分別詳細說明。 It should be emphasized here that the above statistics correspond to the exposure of the played image information. That is to say, the advertisement owner can use the statistics to know the types of users that the image information can be attracted to, and the advertisements of the respective locations can also be used to know the advertisement exposure at each location. In addition, through the obtained statistics, it is also possible to find a hot zone corresponding to the image information, and as a basis for evaluating the effectiveness of the advertisement. On the other hand, in response to the needs of the advertising owner, the advertising benefit management system 100 of the embodiment of the present invention can further provide various charging mechanisms to generate statistical data that meets the needs of the advertising owner. For advertisers, they can guarantee the advertising exposure of advertising owners based on the above charging mechanism, and can also use statistical data to Manage billing standards for playing video messages. For the various applications of the above statistics, the following are respectively described in detail.

首先,統計資料可用來分析播放的影像訊息所吸引的使用者類型,從而得知影像訊息可達到的廣告效益,或可更進一步作為評估廣告效益的參考。例如,廣告看板的擁有商可能想知道廣告具有的效益,或是廣告業主希望得知當其廣告投放在某一據點時可帶來多少效益,則廣告業主在得到上述人流分布的統計資料之後,即可用來作為其決定廣告內容以及行銷策略的參考。 First, the statistics can be used to analyze the types of users attracted by the video messages being played, so as to know the advertising benefits that can be achieved by the image messages, or can be further used as a reference for evaluating the effectiveness of the advertisements. For example, the owner of the advertising billboard may want to know the benefits of the advertisement, or the advertising owner wants to know how much benefit the advertisement can bring when it is placed at a certain location, after the advertisement owner obtains the statistics of the distribution of the above-mentioned people, It can be used as a reference for determining advertising content and marketing strategies.

在此再以圖4的範例來進行說明。由前述範例可知,區域421中所播放的關於健美男子的廣告影像可吸引70%的女性觀看,且是年輕的使用者對此影像較感興趣。因此,當廣告業主原先以為關於健美男子的廣告影像僅能吸引50%的女性觀看,而在得到上述的人流分布之後得知其實健美男子的廣告影像可以有效吸引70%的女性觀看並可得到較高的廣告效益,則廣告業主可調整其影像內容並改變行銷策略,例如透過外型健美的男性來為其商品代言,藉此有效吸引所針對的女性客戶群。換句話說,透過本發明實施例的廣告效益管理系統100,廣告業主可以得到與影像訊息曝光度相關的實際數據,並可依據所獲得的統計結果來衡量影像訊息的宣傳效果,藉以決定其商品販售或活動宣傳的方式。 Here again, the example of FIG. 4 will be described. As can be seen from the foregoing examples, the advertisement image for the bodybuilder played in the area 421 can attract 70% of the women to watch, and the younger user is more interested in the image. Therefore, when the advertising owner originally thought that the advertising image of the bodybuilding man could only attract 50% of the women to watch, and after obtaining the distribution of the above-mentioned people, it was learned that the advertising image of the bodybuilding man can effectively attract 70% of the women to watch and can be compared. With high advertising effectiveness, advertisers can adjust their video content and change their marketing strategies, such as through the appearance of male-looking men to endorse their products, thereby effectively attracting targeted female customers. In other words, through the advertisement benefit management system 100 of the embodiment of the present invention, the advertisement owner can obtain actual data related to the exposure of the image message, and can measure the promotion effect of the image message according to the obtained statistical result, thereby determining the commodity thereof. The way to sell or promote the event.

且更進一步地,當廣告業主在多個地點播放影像訊息時,廣告業主即可透過本發明實施例的廣告效益管理系統100而取得在各播放據點的統計資料,從而得知影像訊息在各地點的曝 光度。藉此,更有助於廣告業主對其廣告內容及其行銷方案進行決策與調整。 Further, when the advertisement owner plays the image information in a plurality of locations, the advertisement owner can obtain the statistics of the respective broadcast sites through the advertisement benefit management system 100 of the embodiment of the present invention, thereby knowing that the image information is in each location. Exposure Luminosity. In this way, it is more helpful for the advertising owner to make decisions and adjustments to its advertising content and its marketing plan.

此外,依據顯示單元各區域中播放影像所受到的關注程度,可以找出這些區域中的熱區。具體而言,在一實施例中,處理單元可依據該些區域對應的注視次數中之最大者而決定一個熱區。再以圖4為例,若在經過一天之後,各區域421、422、423、424的注視次數分別為400、250、200以及150次,則處理單元可將注視次數最大值對應的區域421決定為熱區。換言之,區域421及其所播放的影像訊息可吸引最多使用者的注意,而此熱區分析亦可提供給廣告業主作為其評估廣告效益的依據。 In addition, the hot zones in these areas can be found based on the degree of attention received by the images played in each area of the display unit. Specifically, in an embodiment, the processing unit may determine a hot zone according to the largest of the number of gaze corresponding to the regions. Taking FIG. 4 as an example, if the number of gaze times of each of the regions 421, 422, 423, and 424 is 400, 250, 200, and 150 times after one day, the processing unit may determine the region 421 corresponding to the maximum number of gaze times. It is a hot zone. In other words, the area 421 and the video messages played by it can attract the attention of the most users, and the hot zone analysis can also be provided to the advertising owner as a basis for evaluating the effectiveness of the advertisement.

另一方面,因應廣告業主的需求,本發明實施例的廣告效益管理系統100還可更進一步地提供多種收費機制,來產生符合廣告業主需求的統計數據。舉例而言,在一實施例中,廣告業主可能是針對特定族群,例如限定為20至40歲之女性參賽者而舉辦的路跑活動,則此時廣告業主只需要20至40歲的女性的人流分布,而不需其他的統計資料。因此,在本實施例中,廣告效益管理系統100可依照廣告業主的需求來提供相對應的統計資料。 On the other hand, in response to the needs of the advertising owner, the advertising benefit management system 100 of the embodiment of the present invention can further provide various charging mechanisms to generate statistical data that meets the needs of the advertising owner. For example, in an embodiment, the advertising owner may be a road running activity for a specific ethnic group, such as a female entrant who is limited to 20 to 40 years old, when the advertising owner only needs a female between 20 and 40 years old. The flow of people is distributed without additional statistics. Therefore, in the embodiment, the advertisement benefit management system 100 can provide corresponding statistics according to the needs of the advertisement owner.

而對於所收集到的各種資訊,處理單元130還可以分別對其給予不同的收費態樣,並依照廣告業主的需求所對應的收費態樣,來決定利用影像訊息、人群資訊、播放影像區域以及與所述區域對應的注視次數其中至少一種資訊,從而產生統計資料。換言之,收費態樣反應了產生統計資料的依據。例如,廣告業主 需要關於某一播放廣告據點的人群數量統計、駐留觀看人群的男女分布或年紀分布、或是廣告業主希望知道使用者感興趣的影像訊息類型或是如上述例子中針對20至40歲的女性使用者所感興趣的影像訊息類型。對於上述各種可能的情況,當廣告業主選擇了對應其需求的收費機制之後,處理單元130就可以根據所選定的收費機制來產生廣告業主想要的統計資料類型。也就是,本實施例中的廣告效益管理系統100可以透過各收費態樣來反應廣告業主所欲得到的資料種類,並可據以提供多元的人流分布或對應於影像訊息的相關資訊等統計資料來滿足廣告業主的需求。 For the various information collected, the processing unit 130 can also respectively give different charging modes, and according to the charging aspect corresponding to the needs of the advertising owner, decide to use the image information, the crowd information, the playing image area, and At least one of the number of gaze times corresponding to the area, thereby generating statistics. In other words, the charging profile reflects the basis for generating statistical data. For example, advertising owners Requires statistics on the number of people who play an advertising site, the distribution of men and women in the viewing group, or the age distribution, or the type of image message that the advertiser wants to know about the user or, as in the example above, for women between the ages of 20 and 40. The type of image message that is of interest to the person. For the above various possible situations, after the advertisement owner selects the charging mechanism corresponding to the demand, the processing unit 130 may generate the type of statistics desired by the advertising owner according to the selected charging mechanism. That is, the advertising benefit management system 100 in this embodiment can reflect the types of information that the advertising owner wants to obtain through various charging modes, and can provide statistical information such as multiple distributions of people flow or related information corresponding to image information. To meet the needs of advertising owners.

更進一步地,廣告商可基於上述的收費機制而對廣告業主提出廣告曝光率的保證。在一實施例中,針對廣告效益管理系統100所提供的收費機制及其對應的統計資料,廣告商可以依據廣告業主對於收費機制的選擇,而向廣告業主保證其廣告播放可達到的曝光率。而若曝光率明顯低於廣告商所保證的曝光率時,廣告商可透過例如增加播放時數或是增加播放區域的方式,來加強並提升影像訊息的曝光量以達到原先保證的曝光率。 Further, the advertiser can guarantee the advertising exposure of the advertising owner based on the above charging mechanism. In an embodiment, for the charging mechanism provided by the advertising benefit management system 100 and its corresponding statistical data, the advertiser can guarantee the advertising owner the achievable exposure rate according to the selection of the charging mechanism by the advertising owner. If the exposure rate is significantly lower than the exposure guaranteed by the advertiser, the advertiser can enhance and enhance the exposure of the image message to achieve the originally guaranteed exposure rate by, for example, increasing the number of play hours or increasing the play area.

值得一提的是,統計資料還可助於廣告商獲得用以管理播放影像訊息的計費標準,並可提供廣告業主用以衡量是否投放廣告的依據。在一實施例中,當處理單元130產生統計資料之後,處理單元130更可依據統計資料以管理於該些區域播放影像訊息的計費標準。具體來說,透過處理單元產生的統計資料,可以得知廣告效益管理系統100所在據點的客群流量及其分布。當客群 流量不同,此據點播放各類型廣告可得到的效益也會不同,故可依據處理單元130產生的統計資料來決定各區域播放影像訊息的計費,並可對應於例如低、中、高等的計費標準。舉例來說,當處理單元產生的統計資料顯示此據點的人流數量眾多,例如在一天內可累計人群數量1000人的地點,其播放廣告的收費可對應到中等標準;而人群數量為200人的地點則可對應低等標準。又例如在年輕族群聚集的據點,則例如是偶像歌手的演唱會或是極限運動的宣傳廣告等針對年輕使用者的影像類型則可對應高階收費。類似地,對應各據點的性別分布、年紀分布、尖峰時刻的人群數量或是其他類似類型的統計資料,處理單元130也可依據上述統計資料而決定各據點播放廣告所對應的計費標準。而對於廣告業主來說,經由上述的統計資料以及計費標準,廣告業主也可據以衡量在何處投放廣告較為划算。 It is worth mentioning that the statistics can also help advertisers to obtain the billing standard for managing the playback of image information, and can provide the basis for the advertiser to measure whether to advertise. In an embodiment, after the processing unit 130 generates the statistics, the processing unit 130 may further manage the charging standards for playing the image information in the regions according to the statistics. Specifically, through the statistics generated by the processing unit, the customer group traffic of the location where the advertising benefit management system 100 is located and its distribution can be known. When the customer group The traffic is different, and the benefits that can be obtained by playing the various types of advertisements in the site are different. Therefore, the charging of the video information of each area can be determined according to the statistics generated by the processing unit 130, and can be corresponding to, for example, low, medium, and high meters. Fee standard. For example, when the statistics generated by the processing unit show that the number of people at this site is large, for example, a place where the number of people in the population can be accumulated in one day is 1,000, the charge for playing advertisements can correspond to a medium standard; and the number of people is 200. The location can correspond to lower standards. For example, in a stronghold where young people gather, for example, an idol singer's concert or an extreme sports advertisement may be used for a young user's image type. Similarly, the processing unit 130 may also determine the charging standard corresponding to each of the bases to play the advertisement according to the statistical data corresponding to the gender distribution, the age distribution, the number of people at the peak time, or other similar types of statistics. For the advertising owners, through the above statistics and billing standards, advertising owners can also measure where to place advertising is more cost-effective.

藉此,對於播放的影像訊息、使用者性別、年紀等人群資訊,以及影像播放區域及所述區域對應的注視次數,處理單元130可以透過多種形式來呈現上述資訊的統計結果,據以產生符合廣告業主需要的統計資料來作為評估廣告效益的參考,並可達到廣告效益管理的多元應用。 Therefore, the processing unit 130 can present the statistical result of the information in various forms for the image information of the played image, the gender of the user, the age, and the like, and the number of gaze corresponding to the image playing area and the area, thereby generating a match. The statistics required by the advertising owners are used as a reference for evaluating the effectiveness of advertising, and can achieve multiple applications of advertising effectiveness management.

另外,本發明實施例更提出可透過網路而將一伺服器與多個廣告效益管理裝置連結的一對多的廣告效益管理系統。在所述的廣告效益管理系統中,多個廣告效益管理裝置可被設置於不同地點,透過各廣告效益管理裝置負責擷取各種統計資料並將其 回傳給伺服器,再經由伺服器統籌回傳的各數據,藉此產生對應於各個廣告效益管理裝置並與其設置地點相關的報表。以下再舉實施例以詳細說明。 In addition, the embodiment of the present invention further provides a one-to-many advertising benefit management system that can connect a server to multiple advertising benefit management devices through a network. In the advertisement benefit management system, a plurality of advertisement benefit management devices can be disposed at different locations, and each advertisement benefit management device is responsible for extracting various statistics and The data is returned to the server, and the returned data is coordinated by the server, thereby generating a report corresponding to each advertising benefit management device and related to the location of the setting. The embodiments are further described below in detail.

請參照圖5,圖5是依照本發明一實施例所繪示的廣告效益管理系統的方塊圖。在本實施例中,廣告效益管理系統500包括伺服器510以及多個廣告效益管理裝置520。其中,伺服器510連結至網路530,且多個廣告效益管理裝置520透過網路530而連接至伺服器510,藉以相互進行傳輸或通訊。本發明實施例中的網路530可以是透過非對稱性數位客戶迴路(Asymmetric Digital Subscriber Line;ADSL)、電纜數據機(Cable Modem)等有線方式或無線保真度(Wireless Fidelity;WiFi)、行動通訊系統等無線方式來實現,在此不限制其種類。 Please refer to FIG. 5. FIG. 5 is a block diagram of an advertisement benefit management system according to an embodiment of the invention. In the present embodiment, the advertisement benefit management system 500 includes a server 510 and a plurality of advertisement benefit management devices 520. The server 510 is connected to the network 530, and the plurality of advertisement benefit management devices 520 are connected to the server 510 through the network 530 to transmit or communicate with each other. The network 530 in the embodiment of the present invention may be a wired or wireless fidelity (WiFi) through an asymmetric Asymmetric Digital Subscriber Line (ADSL), a cable modem (Wireless Modem), or an action. Wireless systems such as communication systems are implemented, and the types are not limited here.

伺服器510用以儲存多個資訊顯示裝置的資料,例如使用者的識別資訊或是使用者所輸入並欲查詢的資訊等。在本實施例中,伺服器510可以是一個或多個個人電腦、工作站、主機電腦或其他型式之電腦或處理器。 The server 510 is configured to store data of a plurality of information display devices, such as user identification information or information input by the user and desired to be queried. In this embodiment, server 510 can be one or more personal computers, workstations, host computers, or other types of computers or processors.

多個廣告效益管理裝置520可透過網路530來存取伺服器510中的資料。本實施例中的廣告效益管理裝置520的實施方式與之前實施例中的廣告效益管理系統相似,故其細節請參照前述實施例。接下來即針對本實施例中廣告效益管理系統的作動方式進行說明。 A plurality of advertising benefit management devices 520 can access the data in the server 510 via the network 530. The embodiment of the advertisement benefit management device 520 in this embodiment is similar to the advertisement benefit management system in the previous embodiment, so please refer to the foregoing embodiment for details. Next, the operation mode of the advertisement benefit management system in this embodiment will be described.

在本實施例中,所述廣告效益管理裝置520可被設置於 各地,藉以收集各個設置地點所對應的統計資料。詳細來說,各廣告效益管理裝置520分別擷取影像,並偵測影像中是否存在至少一個使用者,從而分析使用者的數量以記錄一人群資訊。此外,各廣告效益管理裝置520並依據使用者面向各廣告效益管理裝置520的多個區域中的注視區域而累計注視區域的注視次數。藉此,在經過一預設時間後,各廣告效益管理裝置520可依據其各自收集到的影像訊息、人群資訊、所述區域以及與所述區域對應的注視次數而分別產生多個統計資料。換言之,本實施例中的各個廣告效益管理裝置520可以藉由如同之前實施例所述的技術而分別產生統計資料,且這些統計資料可以用來協助廣告業主得知投放於各地點的廣告曝光度,或亦可讓廣告商依據各地點及其對應的統計資料而提供與地點相關的收費機制等應用。對於這些統計資料的應用方式,可參考前述實施例的詳細說明,本發明對其不加以限制。 In this embodiment, the advertisement benefit management device 520 can be configured to All localities, in order to collect statistics corresponding to each setting place. In detail, each advertisement benefit management device 520 captures images and detects whether at least one user exists in the image, thereby analyzing the number of users to record a group of information. Further, each of the advertisement benefit management devices 520 accumulates the number of gaze times of the attention area in accordance with the gaze area in the plurality of areas of the respective advertisement benefit management apparatuses 520. Therefore, after a predetermined period of time, each advertisement benefit management device 520 can generate a plurality of statistics according to the respective collected image information, crowd information, the region, and the number of gaze corresponding to the region. In other words, each of the advertisement benefit management devices 520 in this embodiment can generate statistics separately by the techniques as described in the previous embodiments, and the statistics can be used to assist the advertisement owner to know the advertisement exposure of each place. Or, the advertiser may also provide applications such as location-related charging mechanisms based on the location and its corresponding statistics. For the application manner of these statistics, reference may be made to the detailed description of the foregoing embodiments, and the present invention is not limited thereto.

而在各廣告效益管理裝置520獲得多個統計資料之後,各廣告效益管理裝置520將所述統計資料回傳至伺服器510,並交由伺服器510對這些統計資料進行統籌,藉以依據所述統計資料而產生相對應的報表。換言之,此報表更將各廣告效益管理裝置520的設置地點作為資料分析以及統整的依據。藉此,本實施例可提供廣告業主與投放地點相關的人流分佈及其廣告效益的參考,亦可以協助廣告業主分析當投放廣告之後可於各地所得到的效益。另一方面,對廣告業者而言,上述報表也可以用來規劃各地 廣告投放的收費機制以進行管理。也就是說,本實施例中的廣告效益管理系統可透過網路以及伺服器的連結,並利用所獲得的與地點相關的統計報表,而讓廣告業主可更有效並直接地得知於各地的廣告投放效益或是對於各地所實施的行銷手法的參考。接下來再舉實施例以詳加說明。 After each advertisement benefit management device 520 obtains a plurality of statistics, each advertisement benefit management device 520 returns the statistics to the server 510, and submits the statistics to the server 510 for coordinating the statistics. Statistics produce a corresponding report. In other words, this report further sets the location of each advertisement benefit management device 520 as the basis for data analysis and integration. In this way, the present embodiment can provide a reference for the distribution of the flow of the advertisement owner related to the place of the advertisement and the advertisement benefit thereof, and can also assist the advertisement owner to analyze the benefits that can be obtained in various places after the advertisement is placed. On the other hand, for the advertising industry, the above statements can also be used to plan everywhere. The charging mechanism for advertising is managed. That is to say, the advertising benefit management system in this embodiment can use the network and the server connection, and utilize the obtained location-related statistical reports, so that the advertising owner can learn more effectively and directly. Advertising effectiveness or a reference to marketing practices implemented in various places. The embodiments will be further described in detail below.

例如,在一實施例中,廣告業主可以在台灣、日本以及泰國三地的國際機場皆投放與其公司3C產品相關的影像訊息。在經過例如是一個月後,廣告業主可以透過廣告效益管理系統的伺服器對上述三地所收集到的統計資料進行彙整,並得知所述影像訊息於三地分別獲得5000、3000以及1000次的注視次數。藉此,廣告業主可利用上述的注視次數對應廣告曝光度,從而得知其3C產品或其品牌在各國的接受度或受歡迎的程度,藉此調整其廣告內容,並可作為其預估產品出貨量或是銷售量的參考。 For example, in one embodiment, an advertiser may place image information related to their company's 3C products at international airports in Taiwan, Japan, and Thailand. After one month, for example, the advertising owner can collect the statistics collected by the above three places through the server of the advertising benefit management system, and know that the image information is obtained 5000, 3000 and 1000 times respectively in the three places. The number of gaze. In this way, the advertiser can use the above-mentioned number of gaze to correspond to the advertisement exposure, thereby knowing the degree of acceptance or popularity of the 3C product or its brand in various countries, thereby adjusting its advertising content and serving as its estimated product. A reference to shipments or sales.

另外,同樣參考前述的範例,對廣告商而言,對應上述投放在各地的影像訊息所對應的注視次數不同,廣告商亦可據以規劃收費機制,此處收費機制的詳細實施方式也請參閱之前實施例的說明。而不同之處在於,本實施例更可包括與地點相關的參數,使本實施例的廣告效益管理系統能夠產生更為豐富的報表內容,以提供更完善的廣告效益管理服務。 In addition, referring to the foregoing examples, for advertisers, the number of gaze corresponding to the image information placed in different places may be different, and the advertiser may also plan a charging mechanism, and the detailed implementation manner of the charging mechanism is also referred to herein. Description of the previous embodiment. The difference is that the embodiment may further include location-related parameters, so that the advertisement benefit management system of the embodiment can generate richer report content to provide a more complete advertising benefit management service.

藉此,本實施例所提出的包括網路伺服器的廣告效益管理系統,可透過伺服器的運用,並利用網路而將伺服器與設置於各地的廣告效益管理裝置連結,藉以獲得與地點相關的人流分佈 以及廣告效益的統計報表。因此,本發明實施例的廣告效益管理系統可提供廣告業主進一步地以地點為依據而評估於該地投放影像訊息的廣告效益,從而具備豐富且更完善的廣告效益管理服務。 Therefore, the advertisement benefit management system including the network server proposed in the embodiment can connect the server with the advertisement benefit management device installed in the local area through the use of the server, and obtain the location and the location. Related flow distribution And statistical reports on the effectiveness of advertising. Therefore, the advertisement benefit management system of the embodiment of the present invention can provide an advertisement owner to further evaluate the advertisement benefit of placing the image information on the place based on the location, thereby providing a rich and more complete advertisement benefit management service.

綜上所述,本發明實施例的廣告效益管理系統及方法可藉由分析人群資訊以及所播放的影像訊息被關注的程度,來產生人群資訊對應於影像訊息的統計資料,使廣告業主藉以得知影像訊息可吸引的使用者類型、各個播放據點的廣告曝光度以及影像訊息的熱區,從而作為評估廣告效益的參考,可有助於廣告業主決定廣告內容及其行銷策略,進而達到廣告實質上的宣傳效果,並能夠獲得較高的廣告效益。並且,廣告效益管理系統還可因應廣告業主的需求而有多種收費機制,並隨之產生相對應的統計資料,而可進一步地提供滿足廣告業主需求的多元服務。此外,廣告商亦可基於上述的收費機制而對廣告業主提出廣告曝光率的保證,並利用統計資料來管理播放影像訊息的計費標準。另一方面,本發明實施例的廣告效益管理系統還可以透過網路而將伺服器與設置於多個地點的廣告效益管理裝置連結,藉此可收集各地的統計資料並製成報表,並更提供與地點相關的統計資料可作為廣告效益評估的參考,達到豐富且更完善的廣告效益管理服務。因此,本發明實施例的廣告效益管理系統及方法透過統計資料反應出影像訊息的曝光度,並可據以提供多元的應用。 In summary, the advertising benefit management system and method of the embodiment of the present invention can generate statistics of the crowd information corresponding to the image information by analyzing the crowd information and the degree of attention of the played image information, so that the advertisement owner can obtain the information. Knowing the types of users that can be attracted by image information, the exposure of each play site, and the hotspot of video messages, as a reference for evaluating the effectiveness of advertising, can help advertisers determine the content of advertising and its marketing strategy, thereby achieving the essence of advertising. The publicity effect on the above, and can get higher advertising efficiency. Moreover, the advertising effectiveness management system can also have a variety of charging mechanisms in response to the needs of the advertising owners, and accordingly generate corresponding statistical data, and can further provide diverse services that meet the needs of the advertising owners. In addition, the advertiser can also guarantee the advertising exposure of the advertising owner based on the above charging mechanism, and use the statistical data to manage the charging standard for playing the image message. On the other hand, the advertisement benefit management system of the embodiment of the present invention can also connect the server with the advertisement benefit management device installed in a plurality of places through the network, thereby collecting statistics of various places and making reports, and further providing Location-related statistics can be used as a reference for advertising effectiveness evaluation to achieve rich and improved advertising effectiveness management services. Therefore, the advertising benefit management system and method of the embodiments of the present invention reflect the exposure of the image information through statistical data, and can provide multiple applications according to the statistics.

雖然本發明已以實施例揭露如上,然其並非用以限定本發明,任何所屬技術領域中具有通常知識者,在不脫離本發明的 精神和範圍內,當可作些許的更動與潤飾,故本發明的保護範圍當視後附的申請專利範圍所界定者為準。 Although the present invention has been disclosed in the above embodiments, it is not intended to limit the invention, and any one of ordinary skill in the art without departing from the invention. In the spirit and scope, the scope of protection of the present invention is subject to the definition of the appended patent application.

100‧‧‧廣告效益管理系統 100‧‧‧Advertising Benefit Management System

110‧‧‧影像擷取單元 110‧‧‧Image capture unit

120‧‧‧顯示單元 120‧‧‧Display unit

130‧‧‧處理單元 130‧‧‧Processing unit

Claims (19)

一種廣告效益管理系統,包括:一影像擷取單元,用以擷取一影像;一顯示單元,具有多個區域以播放多個影像訊息;以及一處理單元,耦接該影像擷取單元以及該顯示單元,用以偵測該影像中是否存在至少一使用者,分析該至少一使用者的數量以記錄一人群資訊,依據該至少一使用者面向該顯示單元的多個區域中的注視區域而累計該注視區域的一注視次數,以在經過一預設時間後,依據該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數而產生一統計資料。 An advertising benefit management system includes: an image capturing unit for capturing an image; a display unit having a plurality of regions for playing a plurality of image messages; and a processing unit coupled to the image capturing unit and the The display unit is configured to detect whether at least one user exists in the image, and analyze the number of the at least one user to record a group of information according to the at least one user facing the gaze area in the plurality of areas of the display unit. A number of gaze times of the gaze area is accumulated to generate a statistic based on the image information, the crowd information, the regions, and the number of gaze times corresponding to the regions after a predetermined time elapses. 如申請專利範圍第1項所述的廣告效益管理系統,其中該處理單元依據該些區域對應的該些注視次數中之最大者而決定一熱區。 The advertising benefit management system of claim 1, wherein the processing unit determines a hot zone according to the largest one of the number of gaze times corresponding to the regions. 如申請專利範圍第1項所述的廣告效益管理系統,其中該處理單元依據該影像的一深度資訊,計算該至少一使用者與該顯示單元之間的一相對距離,並分析該使用者的一臉部影像,藉以判斷該至少一使用者的一注視方向,且該處理單元依據該相對距離以及該注視方向,決定該注視區域,藉以累計該注視區域的該注視次數。 The advertising benefit management system of claim 1, wherein the processing unit calculates a relative distance between the at least one user and the display unit according to a depth information of the image, and analyzes the user's A face image is used to determine a gaze direction of the at least one user, and the processing unit determines the gaze area according to the relative distance and the gaze direction, thereby accumulating the number of gaze times of the gaze area. 如申請專利範圍第1項所述的廣告效益管理系統,其中當該處理單元偵測到該影像中存在該至少一使用者時,取得該至少一使用者的至少一臉部影像,且分析該至少一臉部影像的特徵資 訊,藉以獲得該至少一使用者的性別以及年紀其中至少一者,從而記錄於該人群資訊。 The advertising benefit management system of claim 1, wherein when the processing unit detects that the at least one user is present in the image, acquiring at least one facial image of the at least one user, and analyzing the At least one facial image feature The information is obtained by the at least one of the gender and the age of the at least one user. 如申請專利範圍第1項所述的廣告效益管理系統,其中當該處理單元偵測到該影像中存在該至少一使用者時,該處理單元更累計該至少一使用者對於該注視區域的一注視時間,並記錄該至少一使用者的該注視時間於該人群資訊。 The advertising benefit management system of claim 1, wherein the processing unit further accumulates one of the at least one user for the gaze area when the processing unit detects that the at least one user exists in the image. Watching the time, and recording the gaze time of the at least one user to the crowd information. 如申請專利範圍第1項所述的廣告效益管理系統,其中該處理單元在經過該預設時間後,分析該人群資訊、該些區域以及該些區域對應的該些注視次數,藉以產生對應於該些影像訊息的人流分佈作為該統計資料。 The advertising benefit management system of claim 1, wherein the processing unit analyzes the crowd information, the regions, and the number of gaze times corresponding to the regions after the preset time passes, thereby generating corresponding The distribution of the image information is used as the statistics. 如申請專利範圍第1項所述的廣告效益管理系統,其中該處理單元在經過該預設時間後,依據一收費態樣以決定利用該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數其中至少一者而產生該統計資料。 The advertising benefit management system of claim 1, wherein the processing unit determines, after the preset time, using the image information, the crowd information, the regions, and the The statistics are generated by at least one of the number of gaze times corresponding to the regions. 如申請專利範圍第1項所述的廣告效益管理系統,其中在該處理單元產生該統計資料之後,該處理單元更依據該統計資料以管理於該些區域播放該些影像訊息的一計費標準。 The advertising benefit management system of claim 1, wherein after the processing unit generates the statistical data, the processing unit further uses the statistical data to manage a charging standard for playing the image information in the regions. . 如申請專利範圍第1項所述的廣告效益管理系統,其中該些影像訊息是商業廣告、商品折扣、活動宣傳的信息其中之一者。 The advertising benefit management system of claim 1, wherein the image information is one of a commercial advertisement, a commodity discount, and an event promotion information. 一種廣告效益管理方法,包括:偵測一影像中是否存在至少一使用者;分析該至少一使用者的數量以記錄一人群資訊; 依據該至少一使用者面向該顯示單元的多個區域中的注視區域而累計該注視區域的一注視次數;以及在經過一預設時間後,依據於該些區域中播放的影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數而產生一統計資料。 An advertising benefit management method includes: detecting whether at least one user exists in an image; analyzing the number of the at least one user to record a group of information; Accumulating a number of gaze times of the gaze area according to the at least one user facing the gaze area in the plurality of areas of the display unit; and after a predetermined time elapses, according to the image information played in the areas, the crowd A statistic is generated by the information, the regions, and the number of gaze times corresponding to the regions. 如申請專利範圍第10項所述的廣告效益管理方法,其中在經過該預設時間後,依據於該些區域中播放的該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數而產生該統計資料的步驟包括:依據該些區域對應的該些注視次數中之最大者而決定一熱區。 The advertising benefit management method according to claim 10, wherein after the preset time, the image information, the crowd information, the regions, and the regions corresponding to the regions are played The step of generating the statistics for the number of gaze includes determining a hot zone based on the largest of the number of gaze times corresponding to the regions. 如申請專利範圍第10項所述的廣告效益管理方法,其中依據該至少一使用者面向該顯示單元的多個區域中的該注視區域而累計該注視區域的該注視次數的步驟包括:依據該影像的一深度資訊,計算該使用者與該顯示單元之間的一相對距離;分析該使用者的一臉部影像,藉以判斷該使用者的一注視方向;以及依據該相對距離以及該注視方向,決定該注視區域,藉以累計該注視區域的該注視次數。 The advertising benefit management method according to claim 10, wherein the step of accumulating the number of gaze times of the gaze area according to the at least one user facing the gaze area in the plurality of areas of the display unit comprises: a depth information of the image, calculating a relative distance between the user and the display unit; analyzing a facial image of the user to determine a gaze direction of the user; and determining the relative distance and the gaze direction according to the image The gaze area is determined to accumulate the number of gaze times of the gaze area. 如申請專利範圍第10項所述的廣告效益管理方法,其中當偵測到該影像中存在該至少一使用者時,分析該至少一使用者 的數量以記錄該人群資訊的步驟包括:取得該至少一使用者的一臉部影像;分析該至少一臉部影像的特徵資訊;以及獲得該至少一使用者的性別以及年紀其中至少一者,從而記錄於該人群資訊。 The advertising benefit management method of claim 10, wherein the at least one user is analyzed when the at least one user is detected in the image The step of recording the information of the crowd includes: obtaining a facial image of the at least one user; analyzing characteristic information of the at least one facial image; and obtaining at least one of the gender and the age of the at least one user, Thus recorded in the crowd information. 如申請專利範圍第10項所述的廣告效益管理方法,其中當偵測到該影像中存在該至少一使用者時,分析該至少一使用者的數量以記錄該人群資訊的步驟更包括:累計該至少一使用者對於該注視區域的一注視時間,並記錄該至少一使用者的該注視時間於該人群資訊。 The advertising benefit management method of claim 10, wherein when detecting the presence of the at least one user in the image, the step of analyzing the number of the at least one user to record the information of the crowd further comprises: accumulating And a gaze time of the at least one user for the gaze area, and recording the gaze time of the at least one user to the crowd information. 如申請專利範圍第10項所述的廣告效益管理方法,其中在經過該預設時間後,依據於該些區域中播放的該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數以及該人群資訊而產生該統計資料的步驟包括:在經過該預設時間後,分析該人群資訊、該些區域以及該些區域對應的該些注視次數;以及產生對應於該些影像訊息的人流分佈作為該統計資料。 The advertising benefit management method according to claim 10, wherein after the preset time, the image information, the crowd information, the regions, and the regions corresponding to the regions are played The step of generating the statistics according to the number of gaze times and the information of the crowd includes: analyzing the information of the crowd, the regions, and the number of gaze times corresponding to the regions after the preset time; and generating corresponding The distribution of the image information is used as the statistics. 如申請專利範圍第10項所述的廣告效益管理方法,其中在經過該預設時間後,依據於該些區域中播放的該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數以及該人群資訊而產生該統計資料的步驟包括:依據一收費態樣,決定利用該些影像訊息、該人群資訊、該 些區域以及與該些區域對應的該些注視次數其中至少一者而產生該統計資料。 The advertising benefit management method according to claim 10, wherein after the preset time, the image information, the crowd information, the regions, and the regions corresponding to the regions are played The steps of generating the statistics according to the number of gaze and the information of the crowd include: determining, according to a charging aspect, using the image information, the information of the crowd, The statistics are generated by at least one of the regions and the number of gaze times corresponding to the regions. 如申請專利範圍第10項所述的廣告效益管理方法,其中在產生該統計資料的步驟之後更包括:依據該統計資料以管理於該些區域播放該些影像訊息的一計費標準。 The advertising benefit management method of claim 10, wherein after the step of generating the statistical data, the method further comprises: managing, according to the statistical data, a charging standard for playing the image information in the regions. 如申請專利範圍第10項所述的廣告效益管理方法,其中該些影像訊息是商業廣告、商品折扣、活動宣傳的信息其中之一者。 The advertising benefit management method according to claim 10, wherein the image information is one of a commercial advertisement, a commodity discount, and an event promotion information. 一種廣告效益管理系統,包括:一伺服器,連結至一網路;以及多個廣告效益管理裝置,透過該網路以連接於該伺服器,且各該些廣告效益管理裝置具有多個區域以播放多個影像訊息,其中各該些廣告效益管理裝置分別擷取一影像,偵測該影像中是否存在至少一使用者,分析該至少一使用者的數量以記錄一人群資訊,依據該至少一使用者面向各該些廣告效益管理裝置的多個區域中的注視區域而累計該注視區域的一注視次數,以在經過一預設時間後,依據該些影像訊息、該人群資訊、該些區域以及與該些區域對應的該些注視次數而分別產生多個統計資料並回傳至該伺服器;以及該伺服器接收該些廣告效益管理裝置所回傳的該些統計資 料,並依據該些統計資料而產生一報表。 An advertising benefit management system includes: a server coupled to a network; and a plurality of advertising effectiveness management devices connected to the server through the network, and each of the advertising benefit management devices has a plurality of regions Playing a plurality of image messages, wherein each of the advertisement benefit management devices respectively captures an image, detects whether at least one user exists in the image, and analyzes the number of the at least one user to record a group of information according to the at least one The user accumulates a number of gaze times of the gaze area for each of the gaze areas in the plurality of areas of the advertisement benefit management device, so as to be based on the image information, the crowd information, and the areas after a predetermined time And generating, by the gaze times corresponding to the regions, a plurality of statistics, respectively, and transmitting the statistics to the server; and the server receiving the statistics collected by the advertisement benefit management devices And generate a report based on the statistics.
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