CN105227316A - Based on mobile Internet account login system and the method for facial image authentication - Google Patents
Based on mobile Internet account login system and the method for facial image authentication Download PDFInfo
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Abstract
The present invention discloses a kind of mobile Internet account login system based on facial image authentication and method, and this login system comprises mobile terminal and server; Mobile terminal comprises: face recognition module, image stabilization detection module, face In vivo detection module and the first data communication security module; Server comprises: the second data communication security module, Face datection comparing module, Logic control module and data server.This login method comprises: the step of the registration of A, user account and face information typing; The step that B, mobile terminal APP authorize; And C, mobile terminal APP account log in step.Adopt the present invention, can solve mobile Internet APP user needs to input complicated user name password when logging in, and ensures the independence of password simultaneously, prevents password from revealing and causes the problem such as user profile and privacy leakage.
Description
Technical Field
The invention relates to the field of mobile internet, in particular to a mobile internet account login system and method based on face image identity authentication.
Background
At present, Applications (APP) of a mobile internet are numerous, most of the applications log in a mode of combining an account and a password to guarantee safety, and if various APPs use different accounts and passwords, a user cannot remember a lot of account information easily. If one or more sets of commonly used account passwords are used, the security problem is very prominent, and if a certain APP carelessly leaks the account and the password of the user and even is cheated by a phishing website, other APPs which are equal to the user using the same account and password and even related website accounts also have fatal security problems, which may bring serious damage to the property and reputation of the user.
Currently, most websites only adopt technology and management means to reduce the possibility of account number and password leakage, and obviously, the problem cannot be solved fundamentally. There is a class of solutions on the market today, such as a login method using a combination of fingerprint recognition and Single Sign On (SSO).
Fingerprint identification mode includes: a detection step: when the mobile terminal is detected to be connected with a computer, prompting a user to input fingerprint information to acquire user permission; acquiring a fingerprint; fingerprint verification; the application program loading step: after the verification is passed, starting an application software interface in the mobile terminal, displaying the application software interface on the computer, and simultaneously reading data information in the mobile terminal to load an icon corresponding to an application program into the application software interface; the application program starting step: when the user selects the icon corresponding to any application program, the account and the password corresponding to the icon are called, and the corresponding application program is automatically logged in through the computer. The method and the system for entering the application programs based on fingerprint identification help a user to safely store the account numbers and the passwords corresponding to the application programs, can effectively prevent the account numbers and the passwords from being confused, forgotten, leaked or stolen, and have high confidentiality. However, the login method of fingerprint identification requires the support of specific hardware equipment. And the SSO login mode needs to install a third party APP, and if the SSO password is leaked, the safety of a series of authorized applications can be influenced.
Disclosure of Invention
In view of the above, the main purpose of the present invention is to provide a mobile internet account login system and method based on face image authentication, which solve the problems that a mobile internet APP user needs to input a complicated user name and a complicated password during login, and simultaneously ensure the independence of the password, and prevent user information and privacy from being leaked due to password leakage.
In order to achieve the purpose, the technical scheme of the invention is realized as follows:
a mobile Internet account login system based on face image identity authentication comprises a mobile terminal and a server; wherein,
the mobile terminal comprises:
the face recognition module is used for detecting a face in the video stream collected by the camera;
the image stabilization detection module is used for detecting a stable and clear user face image by a motion sensor on the mobile terminal and matching with the face recognition module to collect the stable and clear user face image;
the human face living body detection module is used for detecting whether a user in front of the camera is a real person or not through human face action and subcutaneous blood circulation;
the first data communication security module is used for sending the acquired data to the server in a secure manner, decrypting a processing result of the server and feeding the decrypted processing result back to the mobile terminal;
the server includes:
the second data communication security module is used for receiving and decrypting the encrypted data transmitted by the first data communication security module, and simultaneously encrypting the result processed by the server side and transmitting the result to the first data communication security module;
the face detection comparison module is used for comparing the user face image data acquired by the mobile terminal with the user face image data prestored in the server side and feeding back a comparison result to the mobile terminal;
the logic control module is used for controlling the process of face image identity authentication;
and the data server is used for storing the data acquired by the mobile terminal, and storing the face image data acquired from the mobile terminal and the face detection comparison result.
Wherein: the server further comprises:
and the face living body checking module is used for further judging and checking whether the user in front of the camera is a real person or not and feeding back a checking result to the mobile terminal.
A mobile Internet account login method based on face image identity authentication comprises the following steps:
A. registering a user account and inputting face information;
B. authorizing a mobile terminal APP;
C. and logging in an APP account of the mobile terminal.
Wherein: the step A specifically comprises the following steps:
a1, the mobile terminal APP generates a communication encryption character string by using the ID and the secret key generated after registration;
a2, acquiring a face image by using a front camera of the mobile terminal, and carrying out user living body detection in the acquisition process;
a3, carrying out encryption conversion (containing mobile phone number information) on the collected effective face image, and uploading the effective face image to a server through a communication encryption character string;
and A4, extracting the features of the face image by the server and storing the face image in a database. Thus, the flow of account registration is completed.
The process of performing user live body detection in the process of acquiring the face image in the step a2 specifically includes:
a21: obtaining the area of the face in the video stream through a face recognition module;
a22: cutting out a cheek part as a region of interest ROI by using the face region obtained in the step A21;
a23: extracting continuous video image information of the ROI and importing the continuous video image information into a subcutaneous blood detection algorithm to obtain a living body score 1 and a confidence value 1;
a24: extracting key points of the face in one frame of image by using the face region obtained in the step A21, and extracting 21 key points;
a25: leading key point combinations extracted from continuous face key frames into a face position living body module to obtain a living body score 2 and a confidence value 2;
a26: inputting the living body score 1 and the confidence value 1, the living body score 2 and the confidence value 2 into a living body distinguishing module, and obtaining a living body score through weighting calculation;
a27: and if the living body score is larger than the preset value, the user is considered to be a real person.
Step a2 is followed by the steps of:
inputting a mobile phone number through the mobile terminal, verifying the validity of the mobile phone number by using the received mobile phone verification code, and then using the mobile phone number.
The step B specifically comprises the following steps:
b1, after the user registration is completed, returning a user identification encryption character string, and popping up a user authorization interface by the mobile terminal APP;
b2, after the user agrees to authorization, the mobile terminal uploads the user authorization condition and the user identification encryption character string to the server through the communication encryption character string;
b3, after the server verifies that the message exists, user authorization is completed, and an APP authorization identification character string of the user and the mobile terminal is returned.
The step C specifically comprises the following steps:
c1, after the user clicks and logs in, a front camera of the mobile terminal is used for collecting face pictures, and in the collecting process, living body detection of the user can be carried out;
c2, carrying out encryption conversion and mobile phone number on the collected effective face picture, and uploading the effective face picture to a server through a communication encryption character string;
c3, the server extracts the features of the uploaded face login picture, compares the feature with the face features of the user corresponding to the mobile phone number, if the feature is the same person, the login is successful, the user and the mobile terminal APP authorization identification character string is returned, and otherwise, the user login failure is returned.
Step C1 is further followed by:
if the log-in success record exists before, the mobile phone number in the record is directly used, otherwise, the user inputs the mobile phone number.
The mobile internet account login system and method based on face image identity authentication provided by the invention have the following advantages:
the invention utilizes the mobile terminal to collect the face information, does not need to install specific hardware equipment, judges the authenticity of the user identity by comparing the current face image of the user with the face characteristic information registered by the user, and returns the technical scheme of user login and authorization information, replaces the traditional user name and password login and the traditional SSO login mode, has no user password information, cannot forge the face information of the user by revealing data even if the data is revealed, and ensures the safety of the information and the privacy of the user.
Drawings
FIG. 1 is a functional block diagram of a mobile Internet account login system based on face image identity authentication according to the present invention;
fig. 2 is a schematic flow chart of a mobile internet account login method based on face image identity authentication according to the present invention.
Detailed Description
The mobile internet account login system and method based on face image authentication according to the present invention will be described in further detail with reference to the accompanying drawings and embodiments of the present invention.
Fig. 1 is a functional block diagram of a mobile internet account login system based on face image identity authentication according to the present invention. As shown in fig. 1, the mobile internet account login system of the present invention mainly comprises a server and a mobile terminal.
The mobile terminal is provided with a face recognition module, an image stabilization detection module, a face living body detection module and a first data communication safety module. Wherein,
and the face recognition module is mainly used for detecting faces in the video stream acquired by the camera.
And the image stabilization detection module is used for detecting the stable and clear user face image by a motion sensor on the mobile terminal and matching with the face recognition module.
And the human face living body detection module detects whether the user in front of the camera is a real person or not through human face action and subcutaneous blood circulation. For example, whether the face of the user is a fake face such as a photo or a high-definition video is detected.
The first data communication security module sends the acquired data to the server in a secure manner (such as after encryption), and feeds back a processing result of the server to the mobile terminal after decryption.
The server side is provided with a second data communication security module, a face detection comparison module, a face living body verification module, a logic control module and a data server. Wherein,
and the second data communication security module is used for receiving and decrypting the encrypted data transmitted by the first data communication security module, and simultaneously, encrypting the result processed by the server side and then transmitting the result back to the first data communication security module.
And the face living body checking module is used for further judging and checking whether the user in front of the camera is a real person or not and feeding back a checking result to the mobile terminal.
And the face detection comparison module is used for comparing the user face image data acquired by the mobile terminal with the user face image data prestored in the server side and feeding back a comparison result to the mobile terminal.
And the logic control module is used for controlling the process of the face image identity authentication.
And the data server is used for storing the data acquired by the mobile terminal, and storing the contents such as the face image data acquired from the mobile terminal, the face detection comparison result and the like.
Fig. 2 is a schematic flow chart of a mobile internet account login method based on face image identity authentication according to the present invention.
As shown in fig. 2, the account registration method mainly includes the following steps:
step 21: and registering a user account and inputting face information.
Here, the user account registration and face information entry include the following steps:
step 211: and the mobile terminal APP generates a communication encryption character string by using the ID and the secret key generated after registration.
Step 212: the method comprises the steps of collecting face images by using a front camera of a mobile terminal, and carrying out user living body detection in the collection process. The specific detection process can adopt the following steps:
step 2121: and obtaining the area of the face in the video stream through a face recognition module.
Step 2122: the face region obtained in step 2121 is used to cut out a cheek portion as a region of interest (ROI).
Here, the ROI region refers to a region to be processed, which is defined by a square, a circle, an ellipse, an irregular polygon, or the like from an image to be processed in machine vision or image processing, and is referred to as an ROI region.
Step 2123: and extracting continuous video image information of the ROI, and introducing the continuous video image information into a subcutaneous blood detection algorithm to obtain a living body score 1 and a confidence value 1.
Step 2124: and (4) extracting key points of the face in one frame of image by using the face region obtained in the step 2121, and extracting 21 key points.
Step 2125: and (4) importing the key point combination extracted from the continuous face key frames into a face position living body module to obtain a living body score 2 and a confidence value 2.
Step 2126: and inputting the living body score 1 and the confidence value 1 and the living body score 2 and the confidence value 2 into a living body distinguishing module, and obtaining a living body score through weighting calculation.
Step 2127: if the living body score is larger than the preset value, the user is considered to be a living body, namely a real person, otherwise, the user is considered to be a non-living body.
Preferably, the mobile phone number can be input through the mobile terminal, and the validity of the mobile phone number can be verified by using the received mobile phone verification code. And then use the number.
Step 213: and carrying out encryption conversion (containing mobile phone number information) on the collected effective face image, and uploading the effective face image to a server through a communication encryption character string.
Step 214: and the server extracts the features of the face image and stores the face image in a database. Thus, the flow of account registration is completed.
Step 22: and authorizing the mobile terminal APP.
Here, the mobile terminal APP authorization specifically includes the following steps:
step 221: and after the user registration is finished, returning the user identification encryption character string, and popping up a user authorization interface by the mobile terminal APP.
Step 222: after the user agrees to authorization, the mobile terminal uploads the user authorization condition and the user identification encryption character string to the server through the communication encryption character string.
Step 223: and after the server verifies that the message exists, user authorization is completed, and an APP authorization identification character string of the user and the mobile terminal is returned.
Step 23: and logging in an APP account of the mobile terminal.
Here, the process of logging in the APP account of the mobile terminal includes the following steps:
step 231: after the user clicks and logs in, the face picture is collected by using the front camera of the mobile terminal, and the living body detection of the user can be carried out in the collecting process.
Step 232: preferably, if the log-in success record exists before, the mobile phone number in the record is directly used, otherwise, the user inputs the mobile phone number.
Step 233: and carrying out encryption conversion on the collected effective human face picture and a mobile phone number, and uploading the effective human face picture and the mobile phone number to a server through a communication encryption character string.
Step 234: and the server extracts the features of the uploaded face login picture, compares the features with the face features of the user corresponding to the mobile phone number, if the features are judged to be the same person, the login is successful, the user and the mobile terminal APP authorization identification character string is returned, and otherwise, the user login failure is returned.
Compared with the prior art, the mobile internet account login system and the method change the traditional mobile internet account system security architecture system, establish a set of brand-new login authorization mechanism between the user and the mobile terminal APP, add a safer login mode on the original account system of the user, achieve the purpose of face, namely password, and use face biological characteristics to complete a complex login process.
The above description is only a preferred embodiment of the present invention, and is not intended to limit the scope of the present invention.
Claims (10)
1. A mobile Internet account login system based on face image identity authentication is characterized by comprising a mobile terminal and a server; wherein,
the mobile terminal comprises:
the face recognition module is used for detecting a face in the video stream collected by the camera;
the image stabilization detection module is used for detecting a stable and clear user face image by a motion sensor on the mobile terminal and matching with the face recognition module to collect the stable and clear user face image;
the human face living body detection module is used for detecting whether a user in front of the camera is a real person or not through human face action and subcutaneous blood circulation;
the first data communication security module is used for sending the acquired data to the server in a secure manner, decrypting a processing result of the server and feeding the decrypted processing result back to the mobile terminal;
the server includes:
the second data communication security module is used for receiving and decrypting the encrypted data transmitted by the first data communication security module, and simultaneously encrypting the result processed by the server side and transmitting the result to the first data communication security module;
the face detection comparison module is used for comparing the user face image data acquired by the mobile terminal with the user face image data prestored in the server side and feeding back a comparison result to the mobile terminal;
the logic control module is used for controlling the process of face image identity authentication;
and the data server is used for storing the data acquired by the mobile terminal, and storing the face image data acquired from the mobile terminal and the face detection comparison result.
2. The system for mobile internet account login based on facial image identity authentication as claimed in claim 1, wherein said server further comprises:
and the face living body checking module is used for further judging and checking whether the user in front of the camera is a real person or not and feeding back a checking result to the mobile terminal.
3. A mobile Internet account login method based on face image identity authentication is characterized by comprising the following steps:
A. registering a user account and inputting face information;
B. authorizing a mobile terminal APP;
C. and logging in an APP account of the mobile terminal.
4. The mobile internet account login method based on face image identity authentication according to claim 3, wherein the step A specifically comprises:
a1, the mobile terminal APP generates a communication encryption character string by using the ID and the secret key generated after registration;
a2, acquiring a face image by using a front camera of the mobile terminal, and carrying out user living body detection in the acquisition process;
a3, carrying out encryption conversion (containing mobile phone number information) on the collected effective face image, and uploading the effective face image to a server through a communication encryption character string;
and A4, extracting the features of the face image by the server, and storing the face image in a database to finish the process of account registration.
5. The mobile internet account login method based on facial image identity authentication according to claim 4, wherein the process of performing user live body detection in the process of acquiring the facial image in step a2 specifically comprises:
a21: obtaining the area of the face in the video stream through a face recognition module;
a22: cutting out a cheek part as a region of interest ROI by using the face region obtained in the step A21;
a23: extracting continuous video image information of the ROI and importing the continuous video image information into a subcutaneous blood detection algorithm to obtain a living body score 1 and a confidence value 1;
a24: extracting key points of the face in one frame of image by using the face region obtained in the step A21, and extracting 21 key points;
a25: leading key point combinations extracted from continuous face key frames into a face position living body module to obtain a living body score 2 and a confidence value 2;
a26: inputting the living body score 1 and the confidence value 1, the living body score 2 and the confidence value 2 into a living body distinguishing module, and obtaining a living body score through weighting calculation;
a27: and if the living body score is larger than the preset value, the user is considered to be a real person.
6. The mobile internet account login method based on face image identity authentication according to claim 5, wherein the ROI area is an area to be processed which is delineated from a processed image in a manner of a square frame, a circle, an ellipse or an irregular polygon in machine vision and image processing.
7. The method for logging in a mobile internet account based on facial image identity authentication according to claim 4 or 5, wherein the step A2 further comprises:
inputting a mobile phone number through the mobile terminal, verifying the validity of the mobile phone number by using the received mobile phone verification code, and then using the mobile phone number.
8. The mobile internet account login method based on face image identity authentication according to claim 3, wherein the step B specifically comprises:
b1, after the user registration is completed, returning a user identification encryption character string, and popping up a user authorization interface by the mobile terminal APP;
b2, after the user agrees to authorization, the mobile terminal uploads the user authorization condition and the user identification encryption character string to the server through the communication encryption character string;
b3, after the server verifies that the message exists, user authorization is completed, and an APP authorization identification character string of the user and the mobile terminal is returned.
9. The mobile internet account login method based on face image identity authentication according to claim 3, wherein the step C specifically comprises:
c1, after the user clicks and logs in, a front camera of the mobile terminal is used for collecting face pictures, and in the collecting process, living body detection of the user can be carried out;
c2, carrying out encryption conversion and mobile phone number on the collected effective face picture, and uploading the effective face picture to a server through a communication encryption character string;
c3, the server extracts the features of the uploaded face login picture, compares the feature with the face features of the user corresponding to the mobile phone number, if the feature is the same person, the login is successful, the user and the mobile terminal APP authorization identification character string is returned, and otherwise, the user login failure is returned.
10. The method for logging in a mobile internet account based on facial image identity authentication as claimed in claim 7, wherein the step C1 is followed by further comprising:
if the log-in success record exists before, the mobile phone number in the record is directly used, otherwise, the user inputs the mobile phone number.
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