CN107563352A - A kind of method and device of the outer visitor's identity of recognitiion gate - Google Patents
A kind of method and device of the outer visitor's identity of recognitiion gate Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于计算机技术领域,尤其涉及一种识别门外来访者身份的方法及装置。The invention belongs to the technical field of computers, and in particular relates to a method and a device for identifying the identity of visitors outside the door.
背景技术Background technique
当有人敲门时,判断来访者身份的最原始方式是通过门上安装的猫眼查看门外的来访者并确认是否是陌生人。When someone knocks on the door, the most original way to judge the identity of the visitor is to check the visitor outside the door through the peephole installed on the door and confirm whether it is a stranger.
随着科技发展,出现了智能猫眼,智能猫眼是一种替代传统猫眼的家居安防产品。智能猫眼具有液晶可视、自动录像拍照、感应监控功能。用户可以通过液晶可视功能查看门外的情况。还可以对来访者进行自动拍照留档,以便用户外出归来后查看来访记录。由此可见,当用户外出时无法实时获知来访信息。With the development of science and technology, there has been a smart cat's eye, which is a home security product that replaces the traditional cat's eye. The smart cat's eye has the functions of liquid crystal display, automatic video recording and photographing, and induction monitoring. Users can check the situation outside the door through the LCD visual function. Visitors can also be automatically photographed and archived, so that users can check the visiting records after returning from going out. It can be seen that when the user goes out, the visitor information cannot be obtained in real time.
发明内容Contents of the invention
有鉴于此,本发明的目的在于提供一种识别门外来访者身份的方法及装置,以解决用户外出时无法实时获知陌生的来访者的技术问题。In view of this, the object of the present invention is to provide a method and device for identifying the identity of visitors outside the door, so as to solve the technical problem that the user cannot know the strange visitors in real time when going out.
第一方面,本申请提供一种识别门外来访者身份的方法,应用于服务器中,包括:In the first aspect, the present application provides a method for identifying the identity of visitors outside the door, which is applied to the server, including:
获取来访者的人脸图像信息;Obtain the face image information of the visitor;
判断人脸图像库是否存在与所述来访者的人脸图像信息相匹配的人脸图像;Judging whether there is a face image matching the face image information of the visitor in the face image database;
当确定所述人脸图像库中不存在相匹配的人脸图像时,确定所述来访者是陌生人,并生成报警信息,所述报警信息包含所述来访者的所述人脸图像信息;When it is determined that there is no matching face image in the face image library, it is determined that the visitor is a stranger, and an alarm message is generated, and the alarm message includes the face image information of the visitor;
将所述报警信息发送至客户端,所述报警信息用于提醒用户门外出现陌生来访者。The alarm information is sent to the client, and the alarm information is used to remind the user that there is a strange visitor outside the door.
可选地,所述方法还包括:Optionally, the method also includes:
当确定所述人脸图像库中存在相匹配的人脸图像时,根据相匹配的人脸图像确定所述来访者的身份;When it is determined that there is a matching face image in the face image database, the identity of the visitor is determined according to the matching face image;
将所述来访者的人脸图像信息保存至所述人脸图像库中。The face image information of the visitor is saved in the face image database.
可选地,所述获取来访者的人脸图像信息,包括:Optionally, the acquisition of the face image information of the visitor includes:
接收智能猫眼上传的视频文件;Receive video files uploaded by Smart Maoyan;
对所述视频文件中的每一帧图像进行人脸检测;Carry out face detection to each frame image in the video file;
当检测到人脸图像后,从视频图像中提取所述人脸图像,并从所述人脸图像中提取人脸属性信息,所述人脸属性信息包括以下至少一种:性别、年龄和表情信息。After the face image is detected, the face image is extracted from the video image, and the face attribute information is extracted from the face image, and the face attribute information includes at least one of the following: gender, age and expression information.
可选地,所述方法还包括:Optionally, the method also includes:
当接收到所述客户端发送的查看实时视频的请求后,将接收到的门外的实时视频文件发送给所述客户端。After receiving the request from the client to view the real-time video, the received real-time video file outside the door is sent to the client.
可选地,所述方法还包括:Optionally, the method also includes:
当接收到所述客户端发送的开通语音请求后,接收所述客户端发送的语音文件;After receiving the activation voice request sent by the client, receiving the voice file sent by the client;
将所述语音文件发送给所述客户端绑定的智能猫眼,以使所述智能猫眼播放所述语音文件。Send the voice file to the smart Maoyan bound to the client, so that the smart Maoyan can play the voice file.
可选地,所述方法还包括:Optionally, the method also includes:
当接收到所述客户端发送的所述来访者不是陌生人的识别结果后,将所述人脸图像信息存储到所述人脸图像库中,并根据所述识别结果标注所述人脸图像。After receiving the recognition result that the visitor is not a stranger sent by the client, store the face image information in the face image library, and mark the face image according to the recognition result .
第二方面,本申请还提供一种识别门外来访者身份的方法,应用于客户端中,包括:In the second aspect, the present application also provides a method for identifying the identity of the visitor outside the door, which is applied to the client, including:
接收服务器发送的报警信息,所述报警信息包含来访者的人脸图像信息,所述报警信息由所述服务器获得所述来访者的人脸图像信息后确定人脸图像库中不存在与所述来访者的人脸图像相匹配的人脸图像时生成;Receive the alarm information sent by the server, the alarm information includes the face image information of the visitor, and the server obtains the face image information of the visitor by the server to determine that there is no such thing as the face image database. Generated when the face image of the visitor matches the face image;
展示所述报警信息,以使用户根据所述来访者的人脸图像信息确定所述来访者的身份。The alarm information is displayed, so that the user can determine the identity of the visitor according to the face image information of the visitor.
可选地,所述方法还包括:Optionally, the method also includes:
当接收到查看实时视频的操作指令后,生成查看实时视频的请求并发送给所述服务器,所述请求用于请求服务器返回门外的实时视频文件;After receiving the operation instruction of viewing the real-time video, generate a request for viewing the real-time video and send it to the server, and the request is used to request the server to return the real-time video file outside the door;
接收所述服务器发送的实时视频文件。Receive the real-time video file sent by the server.
可选地,所述方法还包括:Optionally, the method also includes:
当接收到开通语音功能的操作指令后,生成开通语音请求并发送给所述服务器;After receiving the operation instruction for enabling the voice function, generate a voice activation request and send it to the server;
当接收到所述服务器返回的开通成功响应消息后,采集语音信息并发送至所述服务器,以使所述服务器将所述语音信息发送至与所述客户端绑定的智能猫眼进行播放。After receiving the activation success response message returned by the server, the voice information is collected and sent to the server, so that the server sends the voice information to the smart cat eye bound with the client for playback.
第三方面,本申请还提供了一种识别门外来访者身份的装置,应用于服务器中,包括:In the third aspect, the present application also provides a device for identifying the identity of visitors outside the door, which is applied to the server, including:
获取单元,用于获取来访者的人脸图像信息;An acquisition unit, configured to acquire the face image information of the visitor;
判断单元,用于判断人脸图像库是否存在与所述来访者的人脸图像信息相匹配的人脸图像;A judging unit, configured to judge whether there is a face image matching the face image information of the visitor in the face image library;
确定单元,用于当确定所述人脸图像库中不存在相匹配的人脸图像时,确定所述来访者是陌生人,并生成报警信息,所述报警信息包含所述来访者的所述人脸图像信息;A determining unit, configured to determine that the visitor is a stranger when it is determined that there is no matching face image in the face image library, and generate an alarm message, the alarm message including the visitor's Face image information;
第一发送单元,用于将所述报警信息发送至客户端,所述报警信息用于提醒用户门外出现陌生来访者。The first sending unit is configured to send the alarm information to the client, and the alarm information is used to remind the user that there is a strange visitor outside the door.
第四方面,本申请还提供了一种识别门外来访者身份的装置,应用于客户端中,包括:In the fourth aspect, the present application also provides a device for identifying the identity of visitors outside the door, which is applied to the client, including:
接收单元,用于接收服务器发送的报警信息,所述报警信息包含来访者的人脸图像信息,所述报警信息由所述服务器获得所述来访者的人脸图像信息后确定人脸图像库中不存在与所述来访者的人脸图像相匹配的人脸图像时生成;The receiving unit is used to receive the alarm information sent by the server, the alarm information includes the face image information of the visitor, and the alarm information is determined in the face image library after the server obtains the face image information of the visitor. Generated when there is no face image matching the visitor's face image;
展示单元,用于展示所述报警信息,以使用户根据所述来访者的人脸图像信息确定所述来访者的身份。The display unit is configured to display the alarm information, so that the user can determine the identity of the visitor according to the face image information of the visitor.
本申请提供的识别门外来访者身份的方法,利用安装在门上的智能猫眼录制门外来访者的视频文件并上传至服务器中。服务器从接收到的视频文件中获取来访者的人脸图像信息,进一步判断人脸图像库中是否存在与该来访者的人脸图像信息相匹配的人脸图像,如果不存在,则初步确定该来访者是陌生人。然后,服务器向与该智能猫眼绑定的客户端发送报警信息,从而提醒用户门外出现陌生的来访者。这样,用户即使外出也能实时获知家中来访者的情况,尤其能及时发现陌生的来访者。The method for identifying the identity of the visitor outside the door provided by this application uses the smart peephole installed on the door to record the video file of the visitor outside the door and upload it to the server. The server obtains the face image information of the visitor from the received video file, and further judges whether there is a face image matching the face image information of the visitor in the face image database, and if it does not exist, initially determines the face image information of the visitor. Visitors are strangers. Then, the server sends an alarm message to the client bound to the smart cat's eye, thereby reminding the user that there is a strange visitor outside the door. In this way, even if the user goes out, he can know the situation of the visitors at home in real time, especially the strange visitors can be found in time.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are For some embodiments of the present invention, those skilled in the art can also obtain other drawings based on these drawings without creative work.
图1是本申请实施例一种识别门外来访者身份的系统框图;Fig. 1 is a kind of system block diagram of identifying the identity of visitors outside the door according to the embodiment of the present application;
图2是本申请实施例一种识别门外来访者身份的方法的流程图;Fig. 2 is a flow chart of a method for identifying the identity of visitors outside the door according to the embodiment of the present application;
图3是本申请实施例一种获取来访者的人脸图像信息过程的流程图;Fig. 3 is a kind of flow chart of obtaining the face image information process of the visitor in the embodiment of the present application;
图4是本申请实施例另一种识别门外来访者身份的方法的流程图;Fig. 4 is a flow chart of another method for identifying the identity of visitors outside the door according to the embodiment of the present application;
图5是本申请实施例又一种识别门外来访者身份的方法的流程图;Fig. 5 is a flowchart of another method for identifying the identity of visitors outside the door according to the embodiment of the present application;
图6是本申请实施例一种识别门外来访者身份的装置框图;Fig. 6 is a block diagram of a device for identifying the identity of visitors outside the door according to the embodiment of the present application;
图7是本申请实施例另一种识别门外来访者身份的装置框图;7 is a block diagram of another device for identifying the identity of visitors outside the door according to the embodiment of the present application;
图8是本申请实施例又一种识别门外来访者身份的装置的框图。Fig. 8 is a block diagram of another device for identifying the identity of visitors outside the door according to the embodiment of the present application.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
请参见图1,示出了本申请实施例一种识别门外来访者身份的系统框图,该系统包括智能猫眼1、服务器2和客户端3。Please refer to FIG. 1 , which shows a block diagram of a system for identifying the identity of visitors outside the door according to the embodiment of the present application. The system includes a smart cat eye 1 , a server 2 and a client 3 .
智能猫眼1安装在门上,其具有液晶可视、自动录像拍照、感应监控等功能,能够感应到门外的来访者,并对来访者进行录像或拍照。用户还可以通过液晶可视功能查看来访记录。而且,智能猫眼1可以通过无线网络(或有线网络)与服务器进行通信,将录制的来访者的视频文件上传至服务器。Smart Cat Eye 1 is installed on the door, and it has functions such as liquid crystal display, automatic video recording and photographing, induction monitoring, etc. It can sense visitors outside the door, and record or take pictures of visitors. Users can also view visit records through the LCD visual function. Moreover, Smart Maoyan 1 can communicate with the server through a wireless network (or wired network), and upload the video files of the recorded visitors to the server.
服务器2根据智能猫眼上传的来访者的视频文件判断该来访者的身份,如果是陌生人,则向客户端发送报警信息,以便提醒用户门外出现陌生的来访者。Server 2 judges the identity of the visitor according to the video file of the visitor uploaded by the smart Maoyan. If it is a stranger, it sends an alarm message to the client to remind the user that there is a strange visitor outside the door.
客户端3可以是应用于智能移动终端的应用程序(Application,APP),其需要与智能猫眼进行绑定,以便查看智能猫眼上传的实时视频。The client 3 can be an application program (Application, APP) applied to a smart mobile terminal, which needs to be bound with the smart Maoyan in order to view the real-time video uploaded by the smart Maoyan.
请参见图2,示出了本申请实施例一种识别门外来访者身份的方法的流程图,该方法应用于服务器中,如图2所示,该方法包括以下步骤:Please refer to FIG. 2, which shows a flow chart of a method for identifying the identity of a visitor outside the door according to the embodiment of the present application. The method is applied in a server. As shown in FIG. 2, the method includes the following steps:
S110,获取来访者的人脸图像信息。S110, acquiring face image information of the visitor.
在申请的一个实施例中,如图3所示,获取来访者的人脸图像信息的过程可以包括S111~S114:In one embodiment of the application, as shown in Figure 3, the process of obtaining the face image information of the visitor may include S111-S114:
S111,接收智能猫眼上传的视频文件。S111, receiving the video file uploaded by the smart Maoyan.
智能猫眼会检测门外是否有来访者,当检测到有来访者时,开启录像,并将录制的视频文件上传至服务器。Smart Maoyan will detect whether there is a visitor outside the door, and when a visitor is detected, the video will be turned on and the recorded video file will be uploaded to the server.
S112,对视频文件中的每一帧图像进行人脸检测。S112. Perform face detection on each frame of image in the video file.
分析视频文件中的每一帧图像,检测是否包含人脸图像,可以利用现有的人脸检测算法实现。Analyze each frame of image in the video file to detect whether it contains a face image, which can be realized by using the existing face detection algorithm.
S113,当检测到人脸图像后,从视频图像中提取所述人脸图像。S113. After the face image is detected, extract the face image from the video image.
如果从视频文件中检测到人脸图像,则提取包含人脸图像的该帧图像。If a human face image is detected from the video file, the frame image containing the human face image is extracted.
S114,并从人脸图像中提取人脸属性信息,根据人脸图像及人脸属性信息得到人脸图像信息。S114, and extract face attribute information from the face image, and obtain face image information according to the face image and face attribute information.
获得人脸图像后提取人脸属性信息(即,人脸特征值),其中,人脸属性信息包括以下至少一种:性别、年龄和表情信息。人脸图像及人脸属性信息合称为人脸图像信息。After the face image is obtained, face attribute information (ie, face feature value) is extracted, wherein the face attribute information includes at least one of the following: gender, age, and expression information. The face image and face attribute information are collectively referred to as face image information.
S120,判断人脸图像库中是否存在与所述来访者的人脸图像信息相匹配的人脸图像;如果否,则执行S130;如果是,则执行S150。S120, judging whether there is a face image matching the visitor's face image information in the face image library; if not, execute S130; if yes, execute S150.
人脸图像库中存储的是用户预先录入的家庭成员的人脸图像。当获得来访者的人脸图像后,利用人脸识别算法判断人脸图像库中是否存在与来访者的人脸图像相匹配的人脸图像。The face images stored in the face image library are the face images of family members registered in advance by the user. After obtaining the face image of the visitor, use the face recognition algorithm to judge whether there is a face image matching the face image of the visitor in the face image database.
在服务器中,每个APP账户绑定至少一个智能猫眼设备,并且,为每个APP账户都配置一个人脸图像库。用户可以通过APP预先录入家庭成员的人脸图像,录入的人脸图像存储到该APP账户对应的人脸图像库中。In the server, each APP account is bound to at least one smart cat's eye device, and a face image library is configured for each APP account. The user can pre-enter the face images of family members through the APP, and the entered face images are stored in the face image database corresponding to the APP account.
当服务器接收到某个智能猫眼发送的人脸图像时,服务器根据该智能猫眼的设备标识确定该智能猫眼绑定的APP账户,并查找服务器侧的该APP账户对应的人脸图像库中,是否存在与该智能猫眼发送的人脸图像相匹配的人脸图像。When the server receives a face image sent by a smart cat eye, the server determines the APP account bound to the smart cat eye according to the device identification of the smart cat eye, and searches the face image database corresponding to the APP account on the server side, whether There is a face image that matches the face image sent by the smart Maoyan.
S130,确定来访者是陌生人,并生成报警信息;所述报警信息包含所述来访者的所述人脸图像信息。S130. Determine that the visitor is a stranger, and generate alarm information; the alarm information includes the face image information of the visitor.
如果人脸图像库中不存在与来访者的人脸图像相匹配的图像时,表明该来访者不是家庭成员之一,而是陌生人。然后,生成报警信息,其中,报警信息中包含获得的来访者的人脸图像信息。If there is no image matching the face image of the visitor in the face image database, it indicates that the visitor is not a member of the family, but a stranger. Then, alarm information is generated, wherein the alarm information includes the acquired face image information of the visitor.
S140,将所述报警信息发送至客户端,所述报警信息用于提醒用户门外出现陌生来访者。S140. Send the alarm information to the client, where the alarm information is used to remind the user that there is a strange visitor outside the door.
服务器将生成的人脸图像信息发送给客户端,然后,客户端向用户展示该报警信息,以便用户及时获知陌生的来访者。The server sends the generated face image information to the client, and then the client displays the alarm information to the user, so that the user can know the strange visitor in time.
S150,根据相匹配的人脸图像确定所述来访者的身份,并将所述来访者的人脸图像信息保存至所述人脸图像库中。S150. Determine the identity of the visitor according to the matched face image, and save the face image information of the visitor into the face image library.
如果人脸图像库中存在与来访者的人脸图像相匹配的人脸图像,则来访者的身份就是人脸图像库中相匹配的人脸图像的身份。If there is a face image matching the face image of the visitor in the face image database, the identity of the visitor is the identity of the matching face image in the face image database.
本实施例提供的识别门外来访者身份的方法,利用安装在门上的智能猫眼录制门外来访者的视频文件并上传至服务器中。服务器从接收到的视频文件中获取来访者的人脸图像信息,进一步判断人脸图像库中是否存在与该来访者的人脸图像信息相匹配的人脸图像,如果不存在,则初步确定该来访者是陌生人。然后,服务器向与该智能猫眼绑定的客户端发送报警信息,从而提醒用户门外出现陌生的来访者。这样,用户即使外出也能实时获知家中来访者的情况,尤其能及时发现陌生的来访者。The method for identifying the identity of the visitor outside the door provided by this embodiment uses the smart peephole installed on the door to record the video file of the visitor outside the door and upload it to the server. The server obtains the face image information of the visitor from the received video file, and further judges whether there is a face image matching the face image information of the visitor in the face image database, and if it does not exist, initially determines the face image information of the visitor. Visitors are strangers. Then, the server sends an alarm message to the client bound to the smart cat's eye, thereby reminding the user that there is a strange visitor outside the door. In this way, even if the user goes out, he can know the situation of the visitors at home in real time, especially the strange visitors can be found in time.
请参见图4,示出了本申请实施例另一种识别门外来访者身份的方法流程图,该方法应用于服务器中,在S140之后,还包括以下步骤:Please refer to FIG. 4 , which shows a flow chart of another method for identifying the identity of a visitor outside the door according to the embodiment of the present application. The method is applied in a server. After S140, the following steps are also included:
S210,当接收到客户端发送的查看实时视频的请求后,将接收到的门外的实时视频文件发送给所述客户端。S210. Send the received real-time video file outside the door to the client after receiving the request for viewing the real-time video sent by the client.
客户端接收到服务器发送的报警信息后,用户可以请求查看门外的实时情况。此时,用户可以通过客户端向服务器发送查看实时视频的请求,当服务器接收到该请求后,可以将智能猫眼上传的实时视频发送给客户端。用户可以通过客户端查看门外的实时情况。After the client receives the alarm information sent by the server, the user can request to view the real-time situation outside the door. At this point, the user can send a request to the server through the client to view the real-time video, and when the server receives the request, it can send the real-time video uploaded by the smart Maoyan to the client. Users can check the real-time situation outside the door through the client.
S220,当接收到客户端发送的开通语音请求后,接收客户端发送的语音文件。S220. After receiving the voice activation request sent by the client, receive the voice file sent by the client.
进一步地,用户还可以请求开通语音功能,实现与门外来访者进行语音对话。Furthermore, the user can also request to activate the voice function to realize voice dialogue with visitors outside the door.
用户可以通过客户端向服务器发送开通语音请求,服务器接收到开通语音请求后,向智能猫眼发送开通语音采集及扬声器的控制指令。The user can send a voice activation request to the server through the client, and after receiving the voice activation request, the server sends the voice collection and speaker control commands to the smart cat eye.
S230,将所述语音文件发送给所述客户端绑定的智能猫眼,以使所述智能猫眼播放所述语音文件。S230. Send the voice file to the smart Maoyan bound to the client, so that the smart Maoyan plays the voice file.
客户端可以采集用户的语音信息,并发送给服务器,服务器再将该语音信息发送给智能猫眼,并由智能猫眼的扬声器播放用户的语音信息。同时,智能猫眼采集门外来访者的语音信息,并上传至服务器,服务器再将该语音信息发送给客户端,客户端可以向用户播放该语音信息。The client can collect the voice information of the user and send it to the server, and the server will send the voice information to the smart cat eye, and the speaker of the smart cat eye will play the user's voice information. At the same time, Smart Maoyan collects the voice information of visitors outside the door and uploads it to the server. The server then sends the voice information to the client, and the client can play the voice information to the user.
S240,当接收到所述客户端发送的来访者不是陌生人的识别结果后,将所述人脸图像信息存储到所述人脸图像库中,并根据所述识别结果标注所述人脸图像。S240, after receiving the recognition result that the visitor is not a stranger sent by the client, store the face image information in the face image database, and mark the face image according to the recognition result .
当用户根据报警信息或实时视频信息确认该来访者不是陌生人时,向服务器发送来访者身份识别结果,识别结果中包含该来访者的身份。服务器可以根据客户端发送的来访者不是陌生人的识别结果重新标记该来访者。When the user confirms that the visitor is not a stranger according to the alarm information or real-time video information, the visitor identification result is sent to the server, and the identification result includes the identity of the visitor. The server may remark the visitor according to the identification result sent by the client that the visitor is not a stranger.
如果该来访者的识别结果是服务器中已经存储的某一家庭成员,则可以将该来访者的人脸图像信息添加到该家庭成员对应的人脸图像信息中,以丰富该家庭成员的人脸图像信息。If the recognition result of the visitor is a family member already stored in the server, the face image information of the visitor can be added to the face image information corresponding to the family member to enrich the face of the family member image information.
如果该来访者的识别结果不是服务器中已经存储的某一家庭成员,则将识别结果标记为客户端发送的识别结果。If the identification result of the visitor is not a certain family member stored in the server, the identification result is marked as the identification result sent by the client.
本实施例提供的识别门外来访者身份的方法,当向客户端发送报警信息后,客户端可以根据报警信息中包含的人脸图像信息进一步判断该来访者是否是陌生人;或者,可以请求查看门外的实时情况。如果确认来访者不是陌生人,则向服务器返回不是陌生人的识别结果,以使服务器存储该来访者的人脸图像信息并根据识别结果进行标注,以便提高识别准确率。如果用户确认来访者是陌生人,则用户还可以请求开通语音功能,从而使用户能够远程与来访者进行语音对话,以便用户能够实时掌握来访者的具体情况,提高了用户体验。The method for identifying the identity of the visitor outside the door provided by this embodiment, after sending the alarm information to the client, the client can further judge whether the visitor is a stranger according to the face image information contained in the alarm information; or, can request See what's happening right outside your door. If it is confirmed that the visitor is not a stranger, the recognition result of not being a stranger is returned to the server, so that the server stores the face image information of the visitor and marks it according to the recognition result, so as to improve the recognition accuracy. If the user confirms that the visitor is a stranger, the user can also request to enable the voice function, so that the user can have a voice conversation with the visitor remotely, so that the user can grasp the specific situation of the visitor in real time, which improves the user experience.
请参见图5,示出了本申请又一种识别门外来访者身份的方法流程图,该方法应用于图1所示的系统中,如图5所示,可以包括以下步骤:Please refer to FIG. 5 , which shows a flow chart of another method for identifying the identity of visitors outside the door of the present application. The method is applied to the system shown in FIG. 1 , and as shown in FIG. 5 , may include the following steps:
S310,智能猫眼检测门外是否有来访者;如果是,则执行S320;如果否,则继续检测。S310, the smart cat's eye detects whether there is a visitor outside the door; if yes, execute S320; if not, continue detection.
S320,智能猫眼获取门外的视频文件,并将该视频文件发送至服务器。S320, Smart Maoyan obtains the video file outside the door and sends the video file to the server.
S330,服务器对视频文件中的图像进行人脸检测。S330. The server performs face detection on images in the video file.
S340,服务器检测到人脸图像后,从视频图像中提取该人脸图像,以及,从人脸图像中提取人脸属性信息,根据人脸图像及人脸属性信息得到人脸图像信息。S340. After detecting the face image, the server extracts the face image from the video image, and extracts face attribute information from the face image, and obtains face image information according to the face image and the face attribute information.
S350,服务器判断人脸图像库中是否存在与该来访者的人脸图像信息相匹配的人脸图像;如果否,则执行S360;如果是,执行S3190。S350, the server judges whether there is a face image matching the visitor's face image information in the face image database; if not, execute S360; if yes, execute S3190.
S360,服务器确定来访者是陌生人,生成报警信息并将该报警信息发送给客户端。S360, the server determines that the visitor is a stranger, generates alarm information, and sends the alarm information to the client.
所述报警信息包含所述来访者的所述人脸图像信息。The alarm information includes the face image information of the visitor.
S370,客户端展示所述报警信息,以使用户根据所述来访者的人脸图像信息确定所述来访者的身份。S370, the client terminal presents the alarm information, so that the user can determine the identity of the visitor according to the face image information of the visitor.
S380,如果用户确认该来访者不是陌生人,则向服务器发送不是陌生人的识别结果。S380, if the user confirms that the visitor is not a stranger, send a recognition result that the visitor is not a stranger to the server.
如果用户确认该来访者是陌生人,进一步还可以请求查看实时视频。If the user confirms that the visitor is a stranger, he can further request to view the real-time video.
S390,当客户端接收到查看实时视频的操作指令后,生成查看实时视频的请求并发送给服务器。S390. After receiving the operation instruction for viewing the real-time video, the client generates a request for viewing the real-time video and sends it to the server.
所述请求用于请求服务器返回门外的实时视频文件;The request is used to request the server to return the real-time video file outside the door;
S3100,服务器将智能猫眼上传的实时视频文件发送给客户端,客户端向用户展示该实时视频。S3100, the server sends the real-time video file uploaded by Smart Maoyan to the client, and the client displays the real-time video to the user.
用户可以进一步根据实时视频确认该来访者是否是陌生人。The user can further confirm whether the visitor is a stranger according to the real-time video.
如果用户确认来访者是陌生人,则进一步可以请求开通语音功能,以实现与门外的陌生人进行语音对话。If the user confirms that the visitor is a stranger, he can further request to enable the voice function, so as to have a voice conversation with the stranger outside the door.
S3110,当客户端接收到开通语音功能的操作指令后,生成开通语音请求并发送给所述服务器。S3110. After receiving the operation instruction for enabling the voice function, the client generates a voice activation request and sends it to the server.
S3120,服务器接收到开通语音请求后,向与该客户端绑定的智能猫眼发送开通语音采集功能和扬声器的控制指令,并向客户端返回开通成功响应消息。S3120. After receiving the request for enabling the voice, the server sends a control command for enabling the voice collection function and the speaker to the smart Maoyan bound to the client, and returns a successful activation response message to the client.
S3130,当客户端接收到服务器返回的开通成功响应消息后,采集语音信息并发送至所述服务器。S3130. After receiving the activation success response message returned by the server, the client collects voice information and sends it to the server.
S3140,所述服务器将接收到的语音信息发送至与客户端绑定的智能猫眼。S3140, the server sends the received voice information to the smart Maoyan bound with the client.
S3150,智能猫眼播放服务器发送的语音信息。S3150, Smart Maoyan plays the voice information sent by the server.
S3160,智能猫眼采集门外的语音信息,并发送给服务器。S3160, Smart Maoyan collects the voice information outside the door and sends it to the server.
S3170,服务器将智能猫眼发送的语音信息转发给客户端。S3170. The server forwards the voice information sent by the smart Maoyan to the client.
S3180,客户端播放该语音信息。S3180. The client plays the voice information.
S3190,服务器根据相匹配的人脸图像确定所述来访者的身份,并将所述来访者的人脸图像信息保存至所述人脸图像库中。S3190, the server determines the identity of the visitor according to the matching face image, and saves the face image information of the visitor into the face image library.
本实施例提供的识别门外来访者身份的方法,当服务器向客户端发送报警信息后,用户可以根据报警信息中包含的人脸图像信息进一步判断该来访者是否是陌生人;如果确认来访者是陌生人,用户可以请求查看门外的实时情况。如果确认来访者不是陌生人,则向服务器返回不是陌生人的识别结果,以使服务器存储该来访者的人脸图像信息并根据识别结果进行标注,以便提高识别准确率。如果用户确认来访者是陌生人,则用户还可以请求开通语音功能,从而使用户能够远程与来访者进行语音对话,以便用户能够实时掌握来访者的具体情况,提高了用户体验。The method for identifying the identity of the visitor outside the door provided by this embodiment, after the server sends the alarm information to the client, the user can further judge whether the visitor is a stranger according to the face image information contained in the alarm information; Is a stranger, the user can request to see the real-time situation outside the door. If it is confirmed that the visitor is not a stranger, the recognition result of not being a stranger is returned to the server, so that the server stores the face image information of the visitor and marks it according to the recognition result, so as to improve the recognition accuracy. If the user confirms that the visitor is a stranger, the user can also request to enable the voice function, so that the user can have a voice conversation with the visitor remotely, so that the user can grasp the specific situation of the visitor in real time, which improves the user experience.
对于前述的各方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本发明并不受所描述的动作顺序的限制,因为依据本发明,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作和模块并不一定是本发明所必须的。For the aforementioned method embodiments, for the sake of simple description, they are expressed as a series of action combinations, but those skilled in the art should know that the present invention is not limited by the described action sequence, because according to the present invention, Certain steps may be performed in other orders or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification belong to preferred embodiments, and the actions and modules involved are not necessarily required by the present invention.
相应于上述的识别门外来访者身份的方法实施例,本申请还提供了识别门外来访者身份的装置实施例。Corresponding to the above-mentioned embodiment of the method for identifying the identity of the visitor outside the door, the present application also provides an embodiment of the device for identifying the identity of the visitor outside the door.
请参见图6,示出了本申请实施例一种识别门外来访者身份的装置框图,该装置应用于服务器中,如图6所示,该装置包括:获取单元110、判断单元120、确定单元130和第一发送单元140。Please refer to FIG. 6, which shows a block diagram of a device for identifying the identity of a visitor outside the door according to an embodiment of the present application. The device is applied to a server. As shown in FIG. unit 130 and the first sending unit 140.
获取单元110,用于获取来访者的人脸图像信息。The obtaining unit 110 is used to obtain the face image information of the visitor.
智能猫眼会检测门外是否有来访者,当检测到有来访者时,开启录像,并将录制的视频文件上传至服务器。Smart Maoyan will detect whether there is a visitor outside the door, and when a visitor is detected, the video will be turned on and the recorded video file will be uploaded to the server.
该获取单元可以主动要求智能猫眼上传当前视频,或者,被动接收智能猫眼上传的当前视频。然后,对视频文件中的每一帧图像进行人脸检测,当检测到人脸图像后,从视频图像中提取所述人脸图像;以及,从人脸图像中提取人脸属性信息,根据人脸图像及人脸属性信息得到人脸图像信息。The acquisition unit can actively request the smart Maoyan to upload the current video, or passively receive the current video uploaded by the smart Maoyan. Then, face detection is carried out to each frame image in the video file, after detecting the face image, extract the face image from the video image; and, extract the face attribute information from the face image, according to the face image The face image and the face attribute information are obtained to obtain the face image information.
其中,人脸属性信息包括以下至少一种:性别、年龄和表情信息。人脸图像及人脸属性信息合称为人脸图像信息。Wherein, the face attribute information includes at least one of the following: gender, age and expression information. The face image and face attribute information are collectively referred to as face image information.
判断单元120,用于判断人脸图像库是否存在与所述来访者的人脸图像信息相匹配的人脸图像。The judgment unit 120 is configured to judge whether there is a face image matching the face image information of the visitor in the face image database.
人脸图像库中存储的是用户预先录入的家庭成员的人脸图像。当获得来访者的人脸图像后,利用人脸识别算法判断人脸图像库中是否存在与来访者的人脸图像相匹配的人脸图像。The face images stored in the face image library are the face images of family members registered in advance by the user. After obtaining the face image of the visitor, use the face recognition algorithm to judge whether there is a face image matching the face image of the visitor in the face image database.
如果人脸图像库中存在与来访者的人脸图像相匹配的图像时,表明该来访者是家庭成员之一,据相匹配的人脸图像确定所述来访者的身份;并将所述来访者的人脸图像信息保存至所述人脸图像库中,以便丰富人脸图像库的样本图像,进而提高人脸识别的准确率。If there is an image matched with the visitor's face image in the face image database, it indicates that the visitor is one of the family members, and the identity of the visitor is determined according to the matched face image; and the visitor The person's face image information is stored in the face image library, so as to enrich the sample images of the face image library, thereby improving the accuracy of face recognition.
确定单元130,用于当确定所述人脸图像库中不存在相匹配的人脸图像时,确定所述来访者是陌生人,并生成报警信息,所述报警信息包含所述来访者的所述人脸图像信息。The determining unit 130 is configured to determine that the visitor is a stranger when it is determined that there is no matching face image in the face image database, and generate an alarm message, the alarm message including all information of the visitor Describe the face image information.
如果人脸图像库中不存在与来访者的人脸图像相匹配的图像时,表明该来访者不是家庭成员之一,而是陌生人。然后,生成报警信息,其中,报警信息中包含获得的来访者的人脸图像信息。If there is no image matching the face image of the visitor in the face image database, it indicates that the visitor is not a member of the family, but a stranger. Then, alarm information is generated, wherein the alarm information includes the acquired face image information of the visitor.
第一发送单元140,用于将所述报警信息发送至客户端,所述报警信息用于提醒用户门外出现陌生来访者。The first sending unit 140 is configured to send the alarm information to the client, and the alarm information is used to remind the user that there is a strange visitor outside the door.
服务器将生成的人脸图像信息发送给客户端,然后,客户端向用户展示该报警信息,以便用户及时获知陌生的来访者。The server sends the generated face image information to the client, and then the client displays the alarm information to the user, so that the user can know the strange visitor in time.
可选地,该装置还包括:Optionally, the device also includes:
第一接收单元150,用于当接收到所述客户端发送的所述来访者不是陌生人的识别结果后,将所述人脸图像信息存储到所述人脸图像库中,并根据所述识别结果标注所述人脸图像。The first receiving unit 150 is configured to store the face image information in the face image library after receiving the recognition result that the visitor is not a stranger sent by the client, and according to the The recognition result labels the face image.
用户可以通过客户端接收第一发送单元发送的报警信息,并根据报警信息中的人脸图像信息判断该来访者是否是陌生人,并将识别结果发送至服务器。服务器可以根据客户端发送的来访者不是陌生人的识别结果重新标记该来访者。The user can receive the alarm information sent by the first sending unit through the client, and judge whether the visitor is a stranger according to the face image information in the alarm information, and send the identification result to the server. The server may remark the visitor according to the identification result sent by the client that the visitor is not a stranger.
如果该来访者的识别结果是服务器中已经存储的某一家庭成员,则可以将该来访者的人脸图像信息添加到该家庭成员对应的人脸图像信息中,以丰富该家庭成员的人脸图像信息,以便提高人脸识别的准确率。If the recognition result of the visitor is a family member already stored in the server, the face image information of the visitor can be added to the face image information corresponding to the family member to enrich the face of the family member Image information in order to improve the accuracy of face recognition.
如果该来访者的识别结果不是服务器中已经存储的某一家庭成员,则将识别结果标记为客户端发送的识别结果。If the identification result of the visitor is not a certain family member stored in the server, the identification result is marked as the identification result sent by the client.
本实施例提供的识别门外来访者身份的装置,利用安装在门上的智能猫眼录制门外来访者的视频文件并上传至服务器中。服务器从接收到的视频文件中获取来访者的人脸图像信息,进一步判断人脸图像库中是否存在与该来访者的人脸图像信息相匹配的人脸图像,如果不存在,则初步确定该来访者是陌生人。然后,服务器向与该智能猫眼绑定的客户端发送报警信息,从而提醒用户门外出现陌生的来访者。这样,用户即使外出也能实时获知家中来访者的情况,尤其能及时发现陌生的来访者。The device for identifying the identity of the visitor outside the door provided by this embodiment utilizes the smart peephole installed on the door to record the video file of the visitor outside the door and upload it to the server. The server obtains the face image information of the visitor from the received video file, and further judges whether there is a face image matching the face image information of the visitor in the face image database, and if it does not exist, initially determines the face image information of the visitor. Visitors are strangers. Then, the server sends an alarm message to the client bound to the smart cat's eye, thereby reminding the user that there is a strange visitor outside the door. In this way, even if the user goes out, he can know the situation of the visitors at home in real time, especially the strange visitors can be found in time.
请参见图7,示出了本申请实施例另一种识别门外来访者身份的装置框图,该装置在图6所示实施例的基础上还包括:第二发送单元210、第二接收单元220和第三发送单元230。Please refer to Fig. 7, which shows a block diagram of another device for identifying the identity of visitors outside the door according to the embodiment of the present application. On the basis of the embodiment shown in Fig. 6, the device also includes: a second sending unit 210, a second receiving unit 220 and the third sending unit 230.
第二发送单元210,用于当接收到客户端发送的查看实时视频的请求后,将接收到的门外的实时视频文件发送给客户端。The second sending unit 210 is configured to send the received real-time video file outside the door to the client after receiving the request from the client to view the real-time video.
客户端接收到服务器发送的报警信息后,用户可以请求查看门外的实时情况。此时,用户可以通过客户端向服务器发送查看实时视频的请求,当服务器接收到该请求后,可以将智能猫眼上传的实时视频发送给客户端。用户可以通过客户端查看门外的实时情况。After the client receives the alarm information sent by the server, the user can request to view the real-time situation outside the door. At this point, the user can send a request to the server through the client to view the real-time video, and when the server receives the request, it can send the real-time video uploaded by the smart Maoyan to the client. Users can check the real-time situation outside the door through the client.
第二接收单元220,用于当接收到所述客户端发送的开通语音请求后,接收所述客户端发送的语音文件。The second receiving unit 220 is configured to receive the voice file sent by the client after receiving the voice activation request sent by the client.
进一步地,用户还可以通过客户端向服务器发送开通语音请求,服务器接收到开通语音请求后,向智能猫眼发送开通语音采集及扬声器的控制指令。Further, the user can also send a voice activation request to the server through the client, and after receiving the voice activation request, the server sends a control command to activate voice collection and speaker to the smart cat eye.
第三发送单元230,用于将所述语音文件发送给所述客户端绑定的智能猫眼,以使所述智能猫眼播放所述语音文件。The third sending unit 230 is configured to send the voice file to the smart Maoyan bound to the client, so that the smart Maoyan can play the voice file.
客户端可以采集用户的语音信息,并发送给服务器,服务器再将该语音信息发送给智能猫眼,并由智能猫眼的扬声器播放用户的语音信息。同时,智能猫眼采集门外来访者的语音信息,并上传至服务器,服务器再将该语音信息发送给客户端,客户端可以向用户播放该语音信息。The client can collect the voice information of the user and send it to the server, and the server will send the voice information to the smart cat eye, and the speaker of the smart cat eye will play the user's voice information. At the same time, Smart Maoyan collects the voice information of visitors outside the door and uploads it to the server. The server then sends the voice information to the client, and the client can play the voice information to the user.
本实施例提供的识别门外来访者身份的装置,当向客户端发送报警信息后,客用户可以根据报警信息中包含的人脸图像信息进一步判断该来访者是否是陌生人;当确认来访者是陌生人时,可以请求查看门外的实时情况。进一步用户还可以请求开通语音功能,从而使用户能够远程与来访者进行语音对话,以便用户能够实时掌握来访者的具体情况,提高了用户体验。The device for identifying the identity of the visitor outside the door provided by this embodiment, after sending the alarm information to the client, the guest user can further judge whether the visitor is a stranger according to the face image information contained in the alarm information; When you are a stranger, you can request to check the real-time situation outside the door. Further, the user can also request to enable the voice function, so that the user can have a voice conversation with the visitor remotely, so that the user can grasp the specific situation of the visitor in real time, which improves the user experience.
请参见图8,示出了本申请实施例又一种识别门外来访者身份的装置的框图,应用于客户端中,该装置包括:Please refer to FIG. 8, which shows a block diagram of another device for identifying the identity of visitors outside the door according to the embodiment of the present application, which is applied to the client, and the device includes:
接收单元310,用于接收服务器发送的报警信息,所述报警信息包含来访者的人脸图像信息。The receiving unit 310 is configured to receive the alarm information sent by the server, where the alarm information includes the face image information of the visitor.
所述报警信息由所述服务器获得所述来访者的人脸图像信息后确定人脸图像库中不存在与所述来访者的人脸图像相匹配的人脸图像时生成。The alarm information is generated when the server obtains the face image information of the visitor and determines that there is no face image matching the face image of the visitor in the face image library.
展示单元320,用于展示报警信息,以使用户根据所述来访者的人脸图像信息确定所述来访者的身份。The display unit 320 is configured to display alarm information, so that the user can determine the identity of the visitor according to the face image information of the visitor.
第一请求生成单元330,用于当接收到查看实时视频的操作指令后,生成查看实时视频的请求并发送给所述服务器,所述请求用于请求服务器返回门外的实时视频文件。The first request generation unit 330 is configured to generate a request for viewing the real-time video and send it to the server after receiving the operation instruction for viewing the real-time video, and the request is used to request the server to return the real-time video file outside the door.
视频接收单元340,用于接收所述服务器发送的实时视频文件。The video receiving unit 340 is configured to receive the real-time video file sent by the server.
第二请求生成单元350当接收到开通语音功能的操作指令后,生成开通语音请求并发送给所述服务器。After receiving the operation instruction for enabling the voice function, the second request generating unit 350 generates a voice activation request and sends it to the server.
发送单元360,用于当接收到服务器返回的开通成功响应消息后,采集语音信息并发送至所述服务器,以使所述服务器将所述语音信息发送至与所述客户端绑定的智能猫眼进行播放。The sending unit 360 is used to collect voice information and send it to the server after receiving the opening success response message returned by the server, so that the server sends the voice information to the smart cat eye bound with the client to play.
本实施例提供的识别门外来访者身份的装置,客户端接收到服务器发送的报警信息后,展示给用户,用户可以根据报警信息中包含的人脸图像信息进一步判断该来访者是否是陌生人;如果确认来访者是陌生人,用户可以请求查看门外的实时情况。如果用户确认来访者是陌生人,则用户还可以请求开通语音功能,从而使用户能够远程与来访者进行语音对话,以便用户能够实时掌握来访者的具体情况,提高了用户体验。The device for identifying the identity of visitors outside the door provided by this embodiment, after the client receives the alarm information sent by the server, displays it to the user, and the user can further judge whether the visitor is a stranger according to the facial image information contained in the alarm information ; If it is confirmed that the visitor is a stranger, the user can request to check the real-time situation outside the door. If the user confirms that the visitor is a stranger, the user can also request to enable the voice function, so that the user can have a voice conversation with the visitor remotely, so that the user can grasp the specific situation of the visitor in real time, which improves the user experience.
需要说明的是,本说明书中的各个实施例均采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似的部分互相参见即可。对于装置类实施例而言,由于其与方法实施例基本相似,所以描述的比较简单,相关之处参见方法实施例的部分说明即可。It should be noted that each embodiment in this specification is described in a progressive manner, and each embodiment focuses on the differences from other embodiments. For the same and similar parts in each embodiment, refer to each other, that is, Can. As for the device-type embodiments, since they are basically similar to the method embodiments, the description is relatively simple, and for related parts, please refer to part of the description of the method embodiments.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。Finally, it should also be noted that in this text, relational terms such as first and second etc. are only used to distinguish one entity or operation from another, and do not necessarily require or imply that these entities or operations, any such actual relationship or order exists. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or apparatus. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
对所公开的实施例的上述说明,使本领域技术人员能够实现或使用本发明。对这些实施例的多种修改对本领域技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在其它实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Therefore, the present invention will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。The above is only a preferred embodiment of the present invention, it should be pointed out that, for those of ordinary skill in the art, without departing from the principle of the present invention, some improvements and modifications can also be made, and these improvements and modifications can also be made. It should be regarded as the protection scope of the present invention.
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