CN103259800A - Internet login system based on face recognition and internet login method - Google Patents

Internet login system based on face recognition and internet login method Download PDF

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Publication number
CN103259800A
CN103259800A CN2013102061965A CN201310206196A CN103259800A CN 103259800 A CN103259800 A CN 103259800A CN 2013102061965 A CN2013102061965 A CN 2013102061965A CN 201310206196 A CN201310206196 A CN 201310206196A CN 103259800 A CN103259800 A CN 103259800A
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unit
signature
client
face
server
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CN2013102061965A
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Chinese (zh)
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孙利华
张会林
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苏州福丰科技有限公司
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Publication of CN103259800A publication Critical patent/CN103259800A/en

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Abstract

The invention discloses an internet login system based on face recognition. The internet login system comprises a sever and a client, wherein the sever and the client are connected based on a network. The client comprises a video collecting device, a facial feature code recognition unit, a registry unit and a login unit, wherein the video collecting device is used for collecting facial digital images; the facial feature code recognition unit is used for obtaining features of the facial digital images and generating feature codes corresponding to the facial digital images; the registry unit is used for inputting registration information of users and sending the feature codes and the registration information to the server; the login unit is used for inputting login information of the users and sending the feature codes and the login information to the server. The sever comprises a storage unit and a comparison unit, wherein the storage unit is used for storing the feature codes and the registration information sent by the registry unit of the client; the comparison unit is used for receiving the feature codes and the login information sent by the registry unit of the client, comparing the feature codes sent by the registry unit with the feature codes stored in the storage unit, comparing the registration information sent by the registry unit with the registration information stored in the storage unit and returning comparison results to the client.

Description

基于人脸识别的互联网登录系统及其方法 Internet-based system and method for face recognition login

技术领域 FIELD

[0001] 本发明涉及一种基于人脸识别的互联网登录系统及其方法。 [0001] The present invention relates to an Internet-based recognition system and method for login.

背景技术 Background technique

[0002] 互联网已经成为现代人生活的一部分,甚至我们生活中的许多部分都已经离不开互联网了。 [0002] The Internet has become part of modern life, and even many parts of our lives have been inseparable from the Internet. 在互联网上,我们有众多的ID,论坛的、邮箱的,社区的等等;这也给我们带来了不小的麻烦,其中之一就是,我们需要记忆太多的密码,每个密码的遗失都会给我们造成不小的麻烦。 On the Internet, we have a large number of ID, forum, mailbox, communities and so on; it also brought us no small trouble, one of which is that we need to remember too many passwords, each password lost will give us more than a little trouble. 而众多的密码的保密等级其实是不同的,例如,有的网站只是偶尔需要,随意注册一个用户,有的则是跟工作生活密切相关的,有的甚至是跟银行支付密切相关的;所以将所有的密码设为统一的一个,显然不可取,且风险较大。 The security level is actually many different passwords, for example, some sites only occasionally need to register a casual user, while others are now working life are closely related, and some even pay closely related with the bank; it will All password to a unified, clearly undesirable and risky. 随着人脸识别技术的进步,利用脸部几何特征、骨骼特征等进行人脸识别的准确率越来越高,即便在经过化妆甚至整容后,有些识别技术仍能获得较高的识别率。 With advances in face recognition technology, the use of geometric facial features, skeletal features such as face recognition more accurate rate high, even after make-up and even plastic surgery, some recognition technology can still get high recognition rate. 如何利用人脸特征,取代密码,成为用户登录的凭据是本发明所要解决的技术问题。 How to use facial features, instead of a password, user login credentials to become the present invention is to solve the technical problems.

[0003]发明内容 [0003] SUMMARY OF THE INVENTION

[0004] 为了克服这种问题,本发明提供一种高效、易操作的基于人脸识别的互联网登录系统。 [0004] In order to overcome this problem, the present invention provides an efficient, easy to operate based on recognition of the Internet sign-on system.

[0005] 本发明的技术方案是提供一种基于人脸识别的互联网登录系统,其包括基于网络连接的服务器和客户端,其特征在于,所述的客户端包括: 视频采集设备,用于采集人脸数字图像; [0005] aspect of the present invention is to provide a face recognition system based on the Internet by including a client and a server-based network connection, wherein the client comprises: a video capture device, for capturing face digital image;

人脸特征码识别单元,用于获取所述人脸数字图像的特征,并生成与所述人脸数字图像对应的特征码; Face pattern recognition unit, configured to obtain the characteristic facial digital image and generates the face image corresponding to the digital signature;

注册单元,用于输入用户的注册信息,并向所述服务器发送所述特征码和注册信息; Registration means for inputting a user's registration information, and the server sends the signature and registration information;

登录单元,用于输入用户的登录信息,并向所述服务器发送所述特征码和登录信息; Registration means for inputting a user's login information, transmitting the signature to the server and login information;

所述服务器包括: The server comprising:

存储单元,用于存储所述客户端的注册单元发送的所述特征码和注册信息; A storage unit, the signature and registration information registration unit for storing the sent client;

比对单元,用于接收所述客户端的注册单元发送的所述特征码和登录信息,并分别与所述存储单元中存储的所述特征码和注册信息进行比对,并向所述客户端返回比对结果。 Comparing means, and the signature for the login information registration unit receives the client sent, respectively, and to compare the pattern and the registration information stored in the storage unit, and the client return than the results.

[0006] 优选的,所述人脸特征码识别单元生成所述特征码的步骤为: Step [0006] Preferably, the face identification unit generates the signature is a signature of:

1)对所述人脸数字图像进行预处理,消除背景,获取其中的脸部区域; 1) the digital facial image is preprocessed to eliminate background, the face area acquired therein;

2)计算上述脸部区域中五官的几何特征,包括两眼、两眉毛之间的距离、嘴巴的宽度,并给每个几何特征设定一个特征值; 2) Calculate the geometric features of the above features of the face region, including two, the distance between the two eyebrows, the width of the mouth, and set a value to each geometric feature characteristic;

3)将全部的特征值串起来作为所述识别人人脸特征码。 3) all of the feature value as the string together all the face recognition pattern.

[0007] 优选的,所述步骤2)中的几何特征还包括:两眉骨之间的距离、两鼻翼之间的距离、两颧骨之间的距离。 [0007] Preferably, said geometric feature step 2) further comprises: a distance between the distance between the two brow, the distance between the two nose, cheekbone two. [0008] 优选的,所述步骤2)中的几何特征还包括:眼、鼻、眉毛、嘴巴的形状。 [0008] Preferably, said geometric feature step 2) further comprises: the eyes, nose, eyebrows, mouth shape.

[0009] 优选的,所述服务器和客户端通过互联网/3G网络连接。 [0009] Preferably, the server and the client connected via the Internet / 3G network.

[0010] 本发明还提供一种基于人脸识别的互联网登录方法,其特征在于,其包括以下步骤: [0010] The present invention also provides a face recognition method based on Internet logon, characterized in that it comprises the steps of:

1)利用客户端的视频采集设备,采集人脸数字图像; 1) using the client video capture device, a digital image capture facial;

2)利用客户端的人脸特征码识别单元,获取所述人脸数字图像中人脸的特征,并生成特征码; 2) using the client's signature face recognition unit, wherein said obtaining a digital facial image of the human face, and generating a signature;

3)利用客户端的注册单元,输入用户的注册信息,并向所述服务器发送所述特征码和注册信息;所述服务器的存储单元,将所述客户端的注册单元发送的所述特征码和注册信息存储于服务器; 3) the client using the registration unit, registration information input by the user, and the server sends the signature and registration information; storage unit of the server, and the signature of a registered unit sent by the client information stored on the server;

4)利用客户端的登录单元,输入用户的登录信息,并向所述服务器发送所述特征码和登录息; 4) using the client log unit, the user inputs login information, transmitting the signature to the server and login information;

5)利用服务器的比对单元,将所述登录单元发送的特征码和登录信息分别与存储单元存储的所述特征码和注册信息进行比对,当所述登录信息中的用户名与注册信息中的登录名相同,且所述登录单元的特征码与存储单元存储的所述特征码一致时,发送比对成功的信息给所述客户端,否则发送比对不成功的信息给所述客户端。 5) than the cell using the server, the login information and the signature transmitted registration means are aligned respectively with the signature and registration information stored in the storage unit, when the registration information in the registration information and the user name the same login name, and the signature coincides with the signature log storing unit stores the unit of the transmission ratio of successful information to the client, otherwise the ratio of the transmission information to the client unsuccessful end.

[0011] 优选的,所述人脸特征码识别单元生成所述识别人人脸特征码的步骤为: 2.1)对待识别人的脸部数字图像进行预处理,消除背景,获取其中的脸部区域; Step [0011] Preferably, the face identification unit generates the signature identification signature to all face: 2.1) to treat a person's face identified digital image is preprocessed to eliminate background, wherein the face region acquired ;

2.2)计算上述脸部区域中五官的几何特征,包括两眼、两眉毛之间的距离、嘴巴的宽度,并给每个几何特征设定一个特征值; 2.2) calculating the geometric features of the above features of the face region, including two, the distance between the two eyebrows, the width of the mouth, and set a value to each geometric feature characteristic;

2.3)将全部的特征值串起来作为所述识别人人脸特征码。 2.3) all of the feature values ​​as the string together all the face recognition pattern.

[0012] 本发明的基于人脸识别的互联网登录系统利用已经成熟的人脸识别技术,获取人脸特征,将其转换成特征码,取代密码,成为用户登录的凭据;其相对于简单的密码组合,具有不需要记忆、没有被盗危险,保密性好等优点。 [0012] The present invention is based on the Internet by using a face recognition system, face recognition technology has matured, facial features acquired, converts it into a pattern, instead of a password, user login credentials become; relative simple password combination, need not have a memory, there is no risk of theft, security and good.

具体实施方式 Detailed ways

[0013] 下面对本发明的具体实施方式作进一步详细的描述。 [0013] The following specific embodiments of the present invention will be described in further detail.

[0014] 本发明的一种基于人脸识别的互联网登录系统包括:服务器和客户端,其中客户端可以是通过互联网或3G网络连接服务器。 [0014] A according to the present invention includes a face recognition system based on the Internet by: a server and a client, wherein the client may be connected to the server via the Internet or a 3G network. 客户端可以是个人电脑,也可以是手机等设备。 The client can be a PC, mobile phones and other devices can be.

[0015] 客户端包括视频采集设备(摄像头等),人脸特征码识别单元,注册单元和登录单元。 [0015] The client includes a video capture devices (cameras), the face pattern recognition unit, registration unit, and a registration means. 所述服务器包括存储单元和比对单元。 The server includes a storage unit and a comparison unit.

[0016] 本发明的使用方法是: [0016] using the method of the present invention are:

首先采用以下步骤进行用户注册: First, using the following procedure for user registration:

1)利用客户端的视频采集设备,采集人脸数字图像; 1) using the client video capture device, a digital image capture facial;

2)利用客户端的人脸特征码识别单元,获取人脸数字图像中人脸的特征,并生成特征 2) using the client's signature face recognition unit, acquires a face in a digital image facial features, and generates a feature

码; code;

3)利用客户端的注册单元,输入用户的注册信息,并向服务器发送特征码和注册信息;服务器的存储单元,将客户端的注册单元发送的特征码和注册信息存储于服务器。 3) the client using the registration unit, registration information of the user input, and sends the signature to the server the registration information; storage unit of the server, and the registration information storing registration signature client unit sent to the server. [0017] 其中注册单元和目前常用的类似,供用户输入用户名等注册信息。 [0017] wherein the registration unit, and the like commonly used for the user to enter a user name and other registration information.

[0018] 用户登录时,其步骤为: [0018] When the user logs in, the steps of:

1)利用客户端的视频采集设备,采集人脸数字图像; 1) using the client video capture device, a digital image capture facial;

2)利用客户端的人脸特征码识别单元,获取人脸数字图像中人脸的特征,并生成特征 2) using the client's signature face recognition unit, acquires a face in a digital image facial features, and generates a feature

码; code;

3)利用客户端的登录单元,输入用户的登录信息,并向服务器发送特征码和登录信 3) using the client log unit, the user inputs login information, and sends the signature to the server with the login

息; interest;

4)利用服务器的比对单元,将登录单元发送的特征码和登录信息分别与存储单元存储的特征码和注册信息进行比对,当登录信息中的用户名与注册信息中的登录名相同,且登录单元的特征码与存储单元存储的特征码一致时,发送比对成功的信息给客户端,允许用户登录;否则发送比对不成功的信息给客户端,不允许用户登录。 4) using the server comparison unit, the signature log unit transmits the login information and the signature respectively are aligned and the registration information stored in the storage unit, when the username information to the registration information in the same login name, and the signature of the memory cell storage unit when the signature log on consistent, than the success of sending information to the client, allowing the user to log in; otherwise than to send the information to the client unsuccessful, does not allow users to log in.

[0019] 这样,就可以利用人脸的不可复制、不会遗忘、不易破解等优点,取代现有的登录系统中的密码,从而避免记忆密码的麻烦,强化密码的保密等级,简化登录手续,方便用户。 [0019] Thus, it can not be copied using the face, do not forget, not easy to crack, etc., to replace the existing system login password, in order to avoid trouble remembering passwords, and strengthen the security level passwords, simplifying the registration procedure, user-friendly. 其中,人脸识别技术是目前已经较为成熟的技术,本发明提供如下一种识别方案,根据该思路其他成熟的人脸识别技术也可以达到相同的目的。 Wherein the face recognition technology is more mature technologies, the present invention provides a method of identifying the program, based on the idea of ​​other mature face recognition technology can achieve the same purpose.

[0020] I)对所述人脸数字图像进行预处理,消除背景,获取其中的脸部区域; [0020] I) of the digital facial image is preprocessed to eliminate background, the face area acquired therein;

2)计算上述脸部区域中五官的几何特征,包括以下几何特征中的任意多种:两眼、两眉毛之间的距离、嘴巴的宽度、两眉骨之间的距离、两鼻翼之间的距离、两颧骨之间的距离,目艮、鼻、眉毛、嘴巴的形状,并给每个几何特征设定一个特征值;· 3)将全部的特征值串起来作为所述识别人人脸特征码;例如,以3位数字代表两眼之间的距离,英文字母代表眼、鼻、眉毛、嘴巴的形状,将以上数字和英文字母串成一个长的字符串,以该字符串作为特征码。 2) Calculate the geometric features of the above features of the face region, comprises any of more of the following geometric features: two between the distance between the two eyebrows, mouth width, distance between the brow, nose two distance, the distance between the two cheekbones, Gen head, nose, eyebrows, mouth shape, and set a value to each geometric feature characteristic; * 3) all of the feature value as the string together all the face recognition signature; for example, the distance between the three figures represent the two, represented by the letter shape eyes, nose, eyebrows, mouth, numbers and letters will be strung over a long string to the string as a feature code.

[0021]以上实施例仅为本发明其中的一种实施方式,其描述较为具体和详细,但并不能因此而理解为对本发明专利范围的限制。 Examples merely one embodiment of the present invention wherein [0021] the above embodiment, and detailed description thereof is more specific, but can not therefore be understood as limiting the scope of the present invention. 应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。 It should be noted that those of ordinary skill in the art, without departing from the spirit of the present invention, can make various changes and modifications, which fall within the protection scope of the present invention. 因此,本发明专利的保护范围应以所附权利要求为准。 Therefore, the protection scope of the present invention should be subject to the appended claims.

Claims (7)

1. 一种基于人脸识别的互联网登录系统,其包括基于网络连接的服务器和客户端,其特征在于,所述的客户端包括: 视频采集设备,用于采集人脸数字图像; 人脸特征码识别单元,用于获取所述人脸数字图像的特征,并生成与所述人脸数字图像对应的特征码; 注册单元,用于输入用户的注册信息,并向所述服务器发送所述特征码和注册信息; 登录单元,用于输入用户的登录信息,并向所述服务器发送所述特征码和登录信息; 所述服务器包括: 存储单元,用于存储所述客户端的注册单元发送的所述特征码和注册信息; 比对单元,用于接收所述客户端的注册单元发送的所述特征码和登录信息,并分别与所述存储单元中存储的所述特征码和注册信息进行比对,并向所述客户端返回比对结果。 A face recognition system based on the Internet by including a client and a server-based network connection, wherein the client comprises: a video capture device, for capturing a digital image of a face; Facial Feature code recognition unit for acquiring the facial features of a digital image and generates the face image corresponding to the digital signature; registration means for registering information input by a user, and the server transmits the features code and the registration information; registration means for inputting a user's login information, transmitting the signature to the server and login information; the server comprising: a storage unit for storing the registration unit transmits to the client said signature and registration information; comparison means for receiving login information and the signature of the client's registration unit transmits, respectively to compare the signature and registration information stored in the storage unit , the client returns to the comparison result.
2.根据权利要求I所述的基于人脸识别的互联网登录系统,其特征在于,所述人脸特征码识别单元生成所述特征码的步骤为: 1)对所述人脸数字图像进行预处理,消除背景,获取其中的脸部区域; 2)计算上述脸部区域中五官的几何特征,包括两眼、两眉毛之间的距离、嘴巴的宽度,并给每个几何特征设定一个特征值; 3)将全部的特征值串起来作为所述识别人人脸特征码。 The I of the face recognition system based on Internet logon, wherein the step of face recognition unit generates the signature is a signature of claims: 1) the digital facial image pre processing, eliminate the background, the face area acquired therein; 2) calculating the geometric features of the above features of the face region, including the width of the two, the distance between the two eyebrows, mouth, and a set for each geometric feature feature value; 3) all of the feature value as the string together all face recognition pattern.
3.根据权利要求2所述的基于人脸识别的互联网登录系统,其特征在于,所述步骤2)中的几何特征还包括:两眉骨之间的距离、两鼻翼之间的距离、两颧骨之间的距离。 3. The face recognition system based on Internet logon, wherein according to claim 2, wherein said geometry step 2) further comprises: distance between the brow, nose distance between the two the distance between the cheekbones.
4.根据权利要求3所述的基于人脸识别的互联网登录系统,其特征在于,所述步骤2)中的几何特征还包括:眼、鼻、眉毛、嘴巴的形状。 Eyes, nose, eyebrows, mouth shape: 4. Face Internet sign-on system, wherein the three geometric features 2) further comprises the step of in said claim.
5.根据权利要求4所述的基于人脸识别的互联网登录系统,其特征在于,所述服务器和客户端通过互联网/3G网络连接。 The face recognition system based on Internet logon, wherein said 4, the server and the client connected via the Internet / 3G network in accordance with claim.
6. 一种基于人脸识别的互联网登录方法,其特征在于,其包括以下步骤: 1)利用客户端的视频采集设备,采集人脸数字图像; 2)利用客户端的人脸特征码识别单元,获取所述人脸数字图像中人脸的特征,并生成特征码; 3)利用客户端的注册单元,输入用户的注册信息,并向所述服务器发送所述特征码和注册信息;所述服务器的存储单元,将所述客户端的注册单元发送的所述特征码和注册信息存储于服务器; 4)利用客户端的登录单元,输入用户的登录信息,并向所述服务器发送所述特征码和登录息; 5)利用服务器的比对单元,将所述登录单元发送的特征码和登录信息分别与存储单元存储的所述特征码和注册信息进行比对,当所述登录信息中的用户名与注册信息中的登录名相同,且所述登录单元的特征码与存储单元存储的所述特征码一致时,发送比对成 A face recognition method based on Internet logon, characterized in that it comprises the following steps: 1) using the client video capture device, a digital image capture facial; 2) using the client's signature face recognition unit, acquires wherein said digital facial image of the human face, and generating a signature; 3) by using the client registration unit, registration information input by the user, and the server sends the signature and registration information; said storage server unit, and the signature of the registration information registration unit storing the client sent to the server; 4) using the client log unit, the user inputs login information, transmitting the signature to the server and login information; 5) than the cell using the server, the login information and the signature transmitted registration means are aligned respectively with the signature and registration information stored in the storage unit, when the registration information in the registration information and the user name the same login name, and the signature coincides with the signature log storing unit stores the unit of the transmission ratio to 功的信息给所述客户端,否则发送比对不成功的信息给所述客户端。 Power information to the client, or the information on the unsuccessful transmission ratio to the client.
7.根据权利要求6所述的基于人脸识别的互联网登录方法,其特征在于,所述人脸特征码识别单元生成所述识别人人脸特征码的步骤为: ·2.1)对待识别人的脸部数字图像进行预处理,消除背景,获取其中的脸部区域;. 2.2)计算上述脸部区域中五官的几何特征,包括两眼、两眉毛之间的距离、嘴巴的宽度,并给每个几何特征设定一个特征值; . 2.3)将全部的特征值串起来作为所述识别人人脸特征码。 7. A face recognition method based on the Internet by, wherein according to claim 6, the face identification unit signature generating step for all the face signature is identified as: - 2.1) of the person to be identified and digital facial image is preprocessed to eliminate background, the face area acquired therein; 2.2) calculating the geometric features of the above features of the face region, including two, the distance between the two eyebrows, the width of the mouth, and for each a geometric characteristic features set value;. 2.3) all of the feature value as the string together all the face recognition pattern.
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