CN107978229B - A face recognition-based advertising machine and its control method - Google Patents
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Abstract
Description
技术领域technical field
本发明涉及广告设备和广告推送方法技术领域,具体涉及一种基于人脸识别的广告机及其控制方法。The present invention relates to the technical field of advertising equipment and advertising push methods, in particular to an advertising machine based on face recognition and a control method thereof.
背景技术Background technique
随着国内商业与消费环境的日益发达,广告需求也越来越大,数字化、网络化、信息化的多媒体广告机也成了广告传媒市场的一大亮点。而居民住宅区、学校以及客流量大的繁华地区,便利店更是在我国得到了较大的发展,然而想在这种规模不大的便利店投放广告,传统的落地式广告机、壁挂式广告机、拼接式广告机却不适合应用于巴掌大的便利店,传统体积庞大的广告机限制了活动范围,为针对这一情况,发明了一种可在收银台桌面就可摆放且不占空间,更不会对桌面残留异物的广告机,从而使得广告机能够灵活得摆放在桌面上,并可随时根据实际情况的需求调整广告机的摆放位置。With the increasingly developed domestic business and consumption environment, the demand for advertising is also growing, and digital, networked, and information-based multimedia advertising machines have also become a bright spot in the advertising media market. In residential areas, schools and prosperous areas with large passenger flow, convenience stores have been greatly developed in my country. However, if you want to place advertisements in such small-scale convenience stores, traditional floor-standing advertising machines, wall-mounted advertising machines, etc. Advertising machines and spliced advertising machines are not suitable for use in convenience stores with large palms. The traditional bulky advertising machines limit the scope of activities. In order to address this situation, a new type of advertising machine that can be placed on the cashier desk without being used has been invented. An advertising machine that takes up space and will not leave foreign objects on the desktop, so that the advertising machine can be flexibly placed on the desktop, and the placement of the advertising machine can be adjusted at any time according to the actual needs of the situation.
现有的广告机的控制方法通过是对广告进行排列,再按照排列好的顺序不间断地播放对应的广告,但是,采用这样的广告机控制方法广告的宣传效果不高,无法识别哪些广告更为吸引消费者,很难有针对性地提高广告的宣传效率。The control method of the existing advertising machine is to arrange the advertisements, and then play the corresponding advertisements in the arranged order without interruption. In order to attract consumers, it is difficult to improve the efficiency of advertising in a targeted manner.
发明内容SUMMARY OF THE INVENTION
为了克服现有技术中存在的缺点和不足,本发明的目的在于提供一种基于人脸识别的广告机,该基于人脸识别的广告机能够有效克服现有落地式广告机、壁挂式广告机、拼接式广告机占用空间大,不适合摆放于空间狭窄的收银台桌面的缺陷,其通过不粘胶片固定于桌边,便于调整摆放位置。In order to overcome the shortcomings and deficiencies in the prior art, the purpose of the present invention is to provide an advertising machine based on face recognition, which can effectively overcome the existing floor-standing advertising machines and wall-mounted advertising machines. . The splicing type advertising machine occupies a large space and is not suitable for placing it on the desk of the cash register with a narrow space. It is fixed on the edge of the desk by a non-stick film, which is easy to adjust the placement position.
本发明的另一目的在于提供一种基于人脸识别的广告机的控制方法,该控制方法能够汇总单条广告的播放次数,并进行排序统计,进而识别出较为受欢迎的广告,增推受欢迎的广告,提高广告的宣传效率。Another object of the present invention is to provide a control method of an advertising machine based on face recognition, the control method can summarize the playing times of a single advertisement, perform sorting and statistics, and then identify more popular advertisements and increase the popularity of advertisements. advertising and improve the efficiency of advertising.
本发明的目的通过下述技术方案实现:一种基于人脸识别的广告机,包括显示器和设置于显示器下侧边缘的用于捕捉人脸的摄像头,还包括底座和支撑杆,支撑杆的上端与显示器连接,支撑杆的下端固定于底座,底座的下表面贴合有不粘胶片。The object of the present invention is achieved through the following technical solutions: a face recognition-based advertising machine, including a display and a camera positioned on the lower edge of the display for capturing human faces, also including a base and a support rod, the upper end of the support rod Connected with the display, the lower end of the support rod is fixed on the base, and the lower surface of the base is pasted with a non-stick film.
所述不粘胶片为纳米微吸胶,所述显示器还设置有用于识别是否有人进入人脸捕捉区域的人脸识别系统。The non-stick film is nanometer micro-adhesive, and the display is also provided with a face recognition system for identifying whether someone enters the face capture area.
一种基于人脸识别的广告机的控制方法,包括以下步骤:A、服务器将广告按照性别和年龄段进行分类,建立分类标签并储存,将广告机放置于收银台或柜台等场所并调整好人脸捕捉角度,广告机与服务器通过网络连接,服务器将分类完成的广告传送给广告机,广告机将广告存储到对应的标签目录下;B、广告机捕捉进入捕捉区域的人员的脸部表情并对捕捉到的脸部表情进行性别和年龄分析,分析完成播放对应分类标签下的广告,并累计对应分类标签的广告播放次数,记录对应广告的总播放次数;C、最后实时将各广告的总播放次数回传到服务器,服务器统计各条广告的总播放次数占所有广告播放次数之和的比例,更新广告时,服务器根据统计结果增加比例排名靠前的广告对应的分类标签类别内的广告的数量并传送给广告机,撤下总播放次数排名靠后的广告。A control method for an advertising machine based on face recognition, comprising the following steps: A. The server classifies advertisements according to gender and age group, establishes and stores classification labels, places the advertising machine in places such as cashiers or counters, and adjusts the Face capture angle, the advertising machine and the server are connected through the network, the server transmits the classified advertisements to the advertising machine, and the advertising machine stores the advertisements in the corresponding label directory; B. The advertising machine captures the facial expressions of the people who enter the capture area. Perform gender and age analysis on the captured facial expressions, analyze and complete the playback of advertisements under the corresponding category tags, and accumulate the number of advertisement playbacks corresponding to the category tags, and record the total playback times of the corresponding advertisements; C. Finally, the total number of advertisements of each advertisement is recorded in real time The number of playbacks is sent back to the server, and the server counts the proportion of the total number of playbacks of each advertisement to the sum of the number of playbacks of all advertisements. When updating the advertisement, the server increases the number of advertisements in the classification label category corresponding to the top-ranked advertisement according to the statistical result. The number of advertisements is sent to the advertising machine, and the advertisements ranked lower in the total number of plays are removed.
所述步骤A和步骤B之间还包括以下步骤:广告机通过人脸识别系统感应捕捉区域是否有人员的人脸正对显示器,如无,则广告机自动进入待机状态,如有,则进入步骤B。The following steps are also included between the step A and the step B: the advertising machine senses whether there is a person's face in the capture area facing the display through the face recognition system, if not, the advertising machine automatically enters the standby state, if there is, then enter. Step B.
所述步骤B中播放对应分类标签下的广告前还包括以下步骤:广告机判断分类标签下是否包含有与分析结果对应的广告,如无,则广告机继续保持待机状态,并记录缺少对应广告的信息并将该信息对应的分类标签即时传送回服务器,服务器即时传送对应分类标签的广告给广告机,如有,则进入步骤B中的广告播放步骤。In the step B, before playing the advertisement under the corresponding classification label, the following steps are further included: the advertisement machine judges whether the classified label contains an advertisement corresponding to the analysis result; and send the corresponding classification label to the server immediately, and the server immediately sends the advertisement corresponding to the classification label to the advertising machine. If there is, enter the advertisement playing step in step B.
所述步骤B中在广告机播放广告时,广告机如捕捉到有其他人员的人脸正对显示器,则广告机自动捕捉该人员的脸部表情并进行性别和年龄分析,当前一名人员离开自动播放对应分类标签下的广告,广告机播放广告时,广告机未捕捉到有其他人员的人脸正对显示器,则对应的广告播放完成广告机进入待机状态。In the step B, when the advertisement machine plays an advertisement, if the advertisement machine captures the faces of other personnel facing the display, the advertisement machine automatically captures the facial expressions of the personnel and conducts gender and age analysis, and a person leaves at present. The advertisement under the corresponding category label is automatically played. When the advertisement machine plays the advertisement, the advertisement machine does not capture the face of other people facing the display, then the corresponding advertisement playback is completed and the advertisement machine enters the standby state.
所述步骤B还包括记录单条广告定期内总播放时长的记录步骤,单条广告单次播放时长统计方法为:从广告开始播放到单次停播的时间间隔,广告机实时将该记录信息回传到服务器。The step B also includes a recording step of recording the total playing time of a single advertisement on a regular basis. The statistical method of the single playing time of a single advertisement is: from the time interval from the start of the advertisement to the single stop of the broadcast, the advertising machine returns the recorded information in real time. to the server.
所述步骤B还包括广告播放时间段控制步骤:分类标签下的每条广告设置有对应的副标签,该副标签标记有该广告的播放时间段,如播出时间与某广告的副标签内记录的播放时间段对应则在符合播放条件的前提下优先播放该广告。Described step B also includes advertisement playing time period control step: each advertisement under the classification label is provided with corresponding sub-label, and this sub-label is marked with the playing time period of the advertisement, such as the broadcast time and the sub-label of a certain advertisement. For the recorded playback time period, the advertisement will be played preferentially under the premise that the playback conditions are met.
所述步骤B还包括广告停播控制步骤:分类标签下的每条广告设置有对应的总播放时长标签和总播放次数标签,总播放时长标签内设置有总播放时长,总播放次数标签内设置有总播放次数,当对应的广告的总播放时长或总播放次数达到总播放时长标签记录的时长或总播放次数标签内记录的次数时,停播该广告。The step B also includes the step of controlling the advertisements to stop broadcasting: each advertisement under the classification label is provided with a corresponding total playback duration label and a total playback count label, the total playback duration label is set with the total playback duration, and the total playback count label is set. There is a total number of playbacks. When the total playback duration or total playback times of the corresponding advertisement reaches the duration recorded in the total playback duration label or the number of times recorded in the total playback times label, the advertisement will be stopped.
还包括广告播放音量控制步骤:广告机通过音量感应模块感应周围环境杂音的大小,环境杂音大则增加广告机的播放音量,环境杂音小则减小广告机的播放音量。It also includes a step of advertising playback volume control: the advertising machine senses the size of ambient noise through the volume sensing module, and if the environmental noise is large, the playback volume of the advertising machine is increased, and if the environmental noise is small, the playback volume of the advertising machine is reduced.
本发明的有益效果在于:本发明的基于人脸识别的广告机能够有效克服现有落地式广告机、壁挂式广告机、拼接式广告机占用空间大,不适合摆放于空间狭窄的收银台桌面的缺陷,其通过不粘胶片固定于桌边,便于调整摆放位置。The beneficial effects of the present invention are: the advertising machine based on face recognition of the present invention can effectively overcome the large space occupied by existing floor-standing advertising machines, wall-mounted advertising machines and splicing advertising machines, and is not suitable for being placed in a cash register with a narrow space The defect of the desktop, it is fixed on the edge of the table by non-stick film, which is easy to adjust the placement position.
本发明的控制方法能够汇总单条广告的播放次数,并进行排序统计,进而识别出较为受欢迎的广告,增推受欢迎的广告,提高广告的宣传效率,并且通过服务器管理广告机的广告更新工作,反应快,控制方便,效率高。The control method of the present invention can summarize the playing times of a single advertisement, perform sorting and statistics, and then identify the more popular advertisements, increase the popular advertisements, improve the publicity efficiency of advertisements, and manage the advertisement update work of the advertisement machine through the server. , fast response, convenient control and high efficiency.
附图说明Description of drawings
图1是本发明的广告机的立体图。FIG. 1 is a perspective view of the advertising machine of the present invention.
图2是本发明的控制方法的示意图。FIG. 2 is a schematic diagram of the control method of the present invention.
附图标记为:显示器1、摄像头2、底座3、支撑杆4。Reference numerals are:
具体实施方式Detailed ways
为了便于本领域技术人员的理解,下面结合实施例及附图1-图2对本发明作进一步的说明,实施方式提及的内容并非对本发明的限定。In order to facilitate the understanding of those skilled in the art, the present invention will be further described below with reference to the embodiments and accompanying
一种基于人脸识别的广告机,包括显示器1和设置于显示器1下侧边缘的用于捕捉人脸的摄像头2,还包括底座3和支撑杆4,支撑杆4的上端与显示器1连接,支撑杆4的下端固定于底座3,底座的下表面贴合有不粘胶片。A face recognition-based advertising machine, comprising a
所述不粘胶片为纳米微吸胶,所述显示器还设置有用于识别是否有人进入人脸捕捉区域的人脸识别系统。The non-stick film is nanometer micro-adhesive, and the display is also provided with a face recognition system for identifying whether someone enters the face capture area.
一种基于人脸识别的广告机的控制方法,包括以下步骤:A、服务器将广告按照性别和年龄段进行分类,建立分类标签并储存,将广告机放置于收银台或柜台等场所并调整好人脸捕捉角度,广告机与服务器通过网络连接,服务器将分类完成的广告传送给广告机,广告机将广告存储到对应的标签目录下;B、广告机捕捉进入捕捉区域的人员的脸部表情并对捕捉到的脸部表情进行性别和年龄分析,分析完成播放对应分类标签下的广告,并累计对应分类标签的广告播放次数,记录对应广告的总播放次数;C、最后实时将各广告的总播放次数回传到服务器,服务器统计各条广告的总播放次数占所有广告播放次数之和的比例,更新广告时,服务器根据统计结果增加比例排名靠前的广告对应的分类标签类别内的广告的数量并传送给广告机,撤下总播放次数排名靠后的广告。A control method for an advertising machine based on face recognition, comprising the following steps: A. The server classifies advertisements according to gender and age group, establishes and stores classification labels, places the advertising machine in places such as cashiers or counters, and adjusts the Face capture angle, the advertising machine and the server are connected through the network, the server transmits the classified advertisements to the advertising machine, and the advertising machine stores the advertisements in the corresponding label directory; B. The advertising machine captures the facial expressions of the people who enter the capture area. Perform gender and age analysis on the captured facial expressions, analyze and complete the playback of advertisements under the corresponding category tags, and accumulate the number of advertisement playbacks corresponding to the category tags, and record the total playback times of the corresponding advertisements; C. Finally, the total number of advertisements of each advertisement is recorded in real time The number of playbacks is sent back to the server, and the server counts the proportion of the total number of playbacks of each advertisement to the sum of the number of playbacks of all advertisements. When updating the advertisement, the server increases the number of advertisements in the classification label category corresponding to the top-ranked advertisement according to the statistical result. The number of advertisements is sent to the advertising machine, and the advertisements ranked lower in the total number of plays are removed.
所述步骤A和步骤B之间还包括以下步骤:广告机通过人脸识别系统感应捕捉区域是否有人员的人脸正对显示器,如无,则广告机自动进入待机状态,如有,则进入步骤B。The following steps are also included between the step A and the step B: the advertising machine senses whether there is a person's face in the capture area facing the display through the face recognition system, if not, the advertising machine automatically enters the standby state, if there is, then enter. Step B.
所述步骤B中播放对应分类标签下的广告前还包括以下步骤:广告机判断分类标签下是否包含有与分析结果对应的广告,如无,则广告机继续保持待机状态,并记录缺少对应广告的信息并将该信息对应的分类标签即时传送回服务器,服务器即时传送对应分类标签的广告给广告机,如有,则进入步骤B中的广告播放步骤。In the step B, before playing the advertisement under the corresponding classification label, the following steps are further included: the advertisement machine judges whether the classified label contains an advertisement corresponding to the analysis result; and send the corresponding classification label to the server immediately, and the server immediately sends the advertisement corresponding to the classification label to the advertising machine. If there is, enter the advertisement playing step in step B.
所述步骤B中在广告机播放广告时,广告机如捕捉到有其他人员的人脸正对显示器,则广告机自动捕捉该人员的脸部表情并进行性别和年龄分析,当前一名人员离开自动播放对应分类标签下的广告,广告机播放广告时,广告机未捕捉到有其他人员的人脸正对显示器,则对应的广告播放完成广告机进入待机状态。In the step B, when the advertisement machine plays an advertisement, if the advertisement machine captures the faces of other personnel facing the display, the advertisement machine automatically captures the facial expressions of the personnel and conducts gender and age analysis, and a person leaves at present. The advertisement under the corresponding category label is automatically played. When the advertisement machine plays the advertisement, the advertisement machine does not capture the face of other people facing the display, then the corresponding advertisement playback is completed and the advertisement machine enters the standby state.
所述步骤B还包括记录单条广告定期内总播放时长的记录步骤,单条广告单次播放时长统计方法为:从广告开始播放到单次停播的时间间隔,广告机实时将该记录信息回传到服务器。The step B also includes a recording step of recording the total playing time of a single advertisement on a regular basis. The statistical method of the single playing time of a single advertisement is: from the time interval from the start of the advertisement to the single stop of the broadcast, the advertising machine returns the recorded information in real time. to the server.
所述步骤B还包括广告播放时间段控制步骤:分类标签下的每条广告设置有对应的副标签,该副标签标记有该广告的播放时间段,如播出时间与某广告的副标签内记录的播放时间段对应则在符合播放条件的前提下优先播放该广告。Described step B also includes advertisement playing time period control step: each advertisement under the classification label is provided with corresponding sub-label, and this sub-label is marked with the playing time period of the advertisement, such as the broadcast time and the sub-label of a certain advertisement. For the recorded playback time period, the advertisement will be played preferentially under the premise that the playback conditions are met.
所述步骤B还包括广告停播控制步骤:分类标签下的每条广告设置有对应的总播放时长标签和总播放次数标签,总播放时长标签内设置有总播放时长,总播放次数标签内设置有总播放次数,当对应的广告的总播放时长或总播放次数达到总播放时长标签记录的时长或总播放次数标签内记录的次数时,停播该广告。The step B also includes the step of controlling the advertisements to stop broadcasting: each advertisement under the classification label is provided with a corresponding total playback duration label and a total playback count label, the total playback duration label is set with the total playback duration, and the total playback count label is set. There is a total number of playbacks. When the total playback duration or total playback times of the corresponding advertisement reaches the duration recorded in the total playback duration label or the number of times recorded in the total playback times label, the advertisement will be stopped.
还包括广告播放音量控制步骤:广告机通过音量感应模块感应周围环境杂音的大小,环境杂音大则增加广告机的播放音量,环境杂音小则减小广告机的播放音量。It also includes a step of advertising playback volume control: the advertising machine senses the size of ambient noise through the volume sensing module, and if the environmental noise is large, the playback volume of the advertising machine is increased, and if the environmental noise is small, the playback volume of the advertising machine is reduced.
上述实施例为本发明较佳的实现方案,除此之外,本发明还可以其它方式实现,在不脱离本发明构思的前提下任何显而易见的替换均在本发明的保护范围之内。The above-mentioned embodiment is a preferred implementation scheme of the present invention. In addition, the present invention can also be implemented in other ways, and any obvious replacements are within the protection scope of the present invention without departing from the concept of the present invention.
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