CN112149085A - Game account login method and device based on user biological characteristics - Google Patents

Game account login method and device based on user biological characteristics Download PDF

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Publication number
CN112149085A
CN112149085A CN201910578002.1A CN201910578002A CN112149085A CN 112149085 A CN112149085 A CN 112149085A CN 201910578002 A CN201910578002 A CN 201910578002A CN 112149085 A CN112149085 A CN 112149085A
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information
user
identity identification
face
target
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Chinese (zh)
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赵小龙
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Beijing ELEX Technology Co Ltd
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Beijing ELEX Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168—Feature extraction; Face representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification

Abstract

The embodiment of the invention discloses a game account login method and a device based on user biological characteristics, wherein the method comprises the following steps: when the game application program login interface is detected to be accessed, receiving the identity identification information of the user; extracting corresponding identity characteristic information for comparison, and if the identity characteristic information is the same, triggering the game application program to enter a face verification login mode; and acquiring the face feature information of the user for comparison, and if the face feature information of the user is the same, triggering the game application program to enter an application operation interface. By adopting the game account login method based on the user biological characteristics, disclosed by the invention, the user can quickly login to the game application program account application operation interface by identifying the biological characteristic information when the user logs in, so that the fussy operation steps are reduced, the account safety is improved, and the use experience of the user is improved.

Description

Game account login method and device based on user biological characteristics
Technical Field
The embodiment of the invention relates to the technical field of artificial intelligence, in particular to a game account login method and device based on user biological characteristics, and further relates to electronic equipment.
Background
With the rapid development of network technology, the functions of WeChat become more and more powerful, and various WeChat applets come into play. Among them, for the game application program in the WeChat, a secure game account login mode is very important to guarantee the normal operation of the game. The game account login refers to a process of calling game data of a corresponding account from a server database by acquiring authentication information such as a user name and a password input by a user at the end of the guest touch screen device.
The WeChat applet is an application program which can be used without downloading and installing, and the user can open the application program by scanning the two-dimensional code or searching the name of the application program. The game application program in the WeChat usually uses WeChat login state to perform authorized login, and an open interface for login authorization is provided for the game application program.
However, in the traditional login mode of the game application program in the WeChat, which realizes verification through an account and a password, or the mode of authorizing the WeChat login, the risk that account information is stolen by others often exists, so that the login security of the WeChat game application program is weak, and the security operation accident is easily caused. Therefore, there is a need in the art for a secure and efficient way to authenticate a login to an account of a wechat game application.
Disclosure of Invention
Therefore, the embodiment of the invention provides a game account login method based on user biological characteristics, which aims to solve the problems that in the prior art, the operation steps are complicated in the process of logging in a game application program account, the safety is poor, and the game account is easy to steal.
In order to achieve the above object, the embodiments of the present invention provide the following technical solutions
The embodiment of the invention provides a game account login method based on user biological characteristics, which comprises the following steps: when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user; if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode; acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame; and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
Further, the method for logging in a game account based on the user biological characteristics further includes: comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter an account password login mode; acquiring account login name information and account login password information matched with the identity identification information from a pre-stored login information list; and triggering the game application program to enter an application operation interface according to the account login name information and the account login password information.
Further, the method for logging in a game account based on the user biological characteristics further includes: and pre-constructing a first corresponding relation between the identity information and the account login name information as well as the account login password information, and storing the first corresponding relation into a data storage system.
Further, the obtaining account login name information and account login password information matched with the identity information from a pre-stored login information list specifically includes: and searching the account login name information and the account login password information matched with the identity identification information from the login information list by using the first corresponding relation by taking the identity identification information as an index.
Further, the method for logging in a game account based on the user biological characteristics further includes: when at least two face images exist in the target video information, acquiring distance parameters between the face images and the central positions of the detection areas respectively; and determining a target face image corresponding to the user in the face image according to the distance parameter.
Further, the method for logging in a game account based on the user biological characteristics further includes: when at least two face images exist in the target video information, obtaining a probability value of the face images; determining a target face image corresponding to the user in the face image according to the size of the probability value; wherein, the probability value refers to the probability value that the face image is the target face image.
Further, the method for logging in a game account based on the biological features of the user, where the obtaining of the probability value of the face image specifically includes: sending the face image serving as a sample to be detected to a target recognition model to obtain a probability value of the face image; the target recognition model is a deep neural network model for obtaining the corresponding probability value of the face image according to the feature information of the face image.
Further, the method for logging in a game account based on the user biological characteristics further includes: and pre-constructing a second corresponding relation between the target identity identification information and the target face feature information, and storing the second corresponding relation into a data storage system.
Correspondingly, the embodiment of the invention also provides a game account login device based on the biological characteristics of the user, which comprises: the account login request acquisition unit is used for receiving an account login request input by a user and acquired by touch screen equipment when detecting that a game application program in the touch screen equipment enters a login interface, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user; the first processing unit is used for extracting corresponding identity characteristic information from the identity information if the identity information is received, comparing the identity characteristic information with preset target identity characteristic information, and triggering the game application program to enter a face verification login mode if the identity characteristic information is the same as the preset target identity characteristic information; the face feature information extraction unit is used for acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame; and the second processing unit is used for comparing the face characteristic information with preset target face characteristic information, and if the face characteristic information is the same as the preset target face characteristic information, triggering the game application program to enter an application operation interface.
Further, the game account login device based on the user biological characteristics further includes: the third processing unit is used for comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, the game application program is triggered to enter an account password login mode; the information acquisition unit is used for acquiring account login name information and account login password information matched with the identity identification information from a pre-stored login information list; and the triggering login unit is used for triggering the game application program to enter an application operation interface according to the account login name information and the account login password information.
Further, the game account login device based on the user biological characteristics further includes: the first construction unit is used for constructing a first corresponding relation among the identity information, the account login name information and the account login password information in advance and storing the first corresponding relation into a data storage system.
Further, the face feature information extraction unit is specifically configured to: and the account login name information and the account login password information which are matched with the identity identification information are searched from the login information list by using the identity identification information as an index and utilizing the first corresponding relation.
Further, the game account login device based on the user biological characteristics further comprises: a distance parameter obtaining unit, configured to obtain, when at least two face images exist in the target video information, distance parameters between the face images and center positions of the detection regions, respectively; and the first determining unit is used for determining a target face image corresponding to the user in the face image according to the distance parameter.
Further, the game account login device based on the user biological characteristics further includes: a probability value obtaining unit, configured to obtain a probability value of the face image when at least two face images exist in the target video information; the second determining unit is used for determining a target face image corresponding to the user in the face image according to the size of the probability value; wherein, the probability value refers to the probability value that the face image is the target face image.
Further, in the game account login apparatus based on the user biometric feature, the probability value obtaining unit is specifically configured to: sending the face image serving as a sample to be detected to a target recognition model to obtain a probability value of the face image; the target recognition model is a deep neural network model for obtaining the corresponding probability value of the face image according to the feature information of the face image.
Further, the game account login device based on the user biological characteristics further includes: and the second construction unit is used for constructing a second corresponding relation between the target identity information and the target face feature information in advance and storing the second corresponding relation into a data storage system.
Correspondingly, an embodiment of the present invention further provides an electronic device, including: a processor and a memory; wherein, the memory is used for storing the program of the game account login method based on the user biological characteristics, and after the device is powered on and runs the program of the game account login method based on the user biological characteristics through the processor, the following steps are executed:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user;
if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode;
acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame;
and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
Correspondingly, the embodiment of the invention also provides a storage device, which stores a program of a game account login method based on the biological characteristics of the user, the program is run by a processor and executes the following steps:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user;
if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode;
acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame;
and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
By adopting the game account login method based on the user biological characteristics, disclosed by the invention, the user can quickly login to the game application program account application operation interface by identifying the biological characteristic information when the user logs in, so that the fussy operation steps are reduced, the account safety is improved, and the use experience of the user is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It should be apparent that the drawings in the following description are merely exemplary, and that other embodiments can be derived from the drawings provided by those of ordinary skill in the art without inventive effort.
The structures, ratios, sizes, and the like shown in the present specification are only used for matching with the contents disclosed in the specification, so as to be understood and read by those skilled in the art, and are not used to limit the conditions that the present invention can be implemented, so that the present invention has no technical significance, and any structural modifications, changes in the ratio relationship, or adjustments of the sizes, without affecting the effects and the achievable by the present invention, should still fall within the range that the technical contents disclosed in the present invention can cover.
FIG. 1 is a flowchart of a method for logging in a game account based on user biometrics according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of a gaming account login apparatus based on user biometrics according to an embodiment of the present invention;
fig. 3 is a schematic diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The present invention is described in terms of particular embodiments, other advantages and features of the invention will become apparent to those skilled in the art from the following disclosure, and it is to be understood that the described embodiments are merely exemplary of the invention and that it is not intended to limit the invention to the particular embodiments disclosed. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the actual implementation process, most users have a plurality of accounts of different game applications, and in order to protect personal game account information from being stolen, the users usually set different login password information according to different game accounts to prevent the login password information of one game account from being leaked to cause other game accounts to be involved, but the setting of more login password information causes confusion of the users, causes the login password information to be input incorrectly when logging in the accounts, and brings inconvenience to the users.
The following describes an embodiment of a game account login method based on user biometrics according to the present invention in detail. As shown in fig. 1, which is a flowchart of a game account login method based on user biometrics according to an embodiment of the present invention, a specific implementation process includes the following steps:
step S101: when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; and the identity identification information is fingerprint information of the user.
In the embodiment of the invention, the touch screen device can be a smart phone, a notebook computer, a professional mobile terminal and the like. The game application program can be a game applet in WeChat, and the game applet can be used without downloading and installation. The user can open the game application program and enter the login interface of the game application program by scanning the two-dimensional code corresponding to the game application program or searching the name of the game application program.
At this time, the server system may detect whether the game application program in the touch screen device enters a login interface, and receive an account login request input by the user and acquired by the touch screen device if the game application program in the touch screen device enters the login interface, where the account login request includes the identification information of the user. The identification information may refer to fingerprint information of the user. Of course, the identity information may also refer to other identity information for uniquely identifying the user, which is not described in detail herein.
Step S102: if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode.
In the embodiment of the present invention, the target identification information corresponding to the user may be stored in advance. The target identification information may be unique identification information for identifying the user, and then the identification feature information is extracted from the identification information. For example, when the identification information is fingerprint information of the user, the identification feature information may refer to feature information of the fingerprint. It should be noted that the user is a user who registers account login information of the game application.
Specifically, the corresponding identification feature information can be extracted from the identification information through the existing feature extraction algorithm, the identification feature information is compared with the preset target identification feature information, and if the comparison result is the same, the game application program is triggered to enter a face verification login mode.
In the actual application process, the server system can also compare the identity characteristic information with preset target identity characteristic information, if the identity characteristic information is the same as the preset target identity characteristic information, the game application program is triggered to enter an account password login mode, account login name information and account login password information which are matched with the identity characteristic information are obtained from a prestored login information list, and the game application program is triggered to enter an application operation interface according to the account login name information and the account login password information.
The method for obtaining the account login name information and the account login password information matched with the identity information from the pre-stored login information list specifically comprises the following steps:
and pre-constructing a first corresponding relation between the identity information and the account login name information as well as the account login password information, and storing the first corresponding relation into a data storage system. And searching the account login name information and the account login password information matched with the identity identification information from the login information list by using the first corresponding relation by taking the identity identification information as an index.
Step S103: and acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame.
After the game application program is triggered to enter the face verification login mode in step S102, target video data including a target face image may be further acquired from a detection region corresponding to the face verification login mode, and the face feature information of the user is extracted from a video frame included in the target video data.
In the embodiment of the present invention, the detection region may refer to an audio data acquisition region matched with a face contour feature of a user, and may be used to acquire target video data including a face image of the user. Specifically, the camera of the touch screen device may obtain target video data including a face image of the user based on the detection area. It should be noted that the target video data may refer to a video segment data containing a face image of the user, and the length of the video segment may be 3 seconds to 5 seconds.
In a specific application process, when at least two face images exist in the target video information acquired by the server system, distance parameters between the face images and the central positions of the detection areas can be acquired, and the target face image corresponding to the user in the face images is determined according to the distance parameters.
In addition, a target face image corresponding to the user in the face image can be determined according to the size of the probability value by acquiring the probability value of the face image. Wherein, the probability value refers to the probability value that the face image is the target face image. The obtaining of the probability value of the face image may be specifically implemented in the following manner:
and sending the face image serving as a sample to be detected to a target recognition model to obtain the probability value of the face image. The target recognition model is a deep neural network model for obtaining the corresponding probability value of the face image according to the feature information of the face image. It should be noted that the target recognition model may be obtained by training according to the obtained training sample and a preset recognition model and continuously adjusting the recognition model parameters.
Step S104: and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
After the facial feature information of the user is extracted in step S103, in this step, it may be further determined whether to trigger the game application to enter an application operation interface according to the facial feature information.
In the embodiment of the present invention, in order to ensure that the target identification feature information and the target face feature information respectively corresponding to each other in the two comparison processes correspond to the same user, the server system needs to pre-construct a second corresponding relationship between the target identification feature information and the target face feature information, and store the second corresponding relationship in the data storage system. When one target identity identification information in the second corresponding relation is used as a comparison basis of identity identification feature information, the corresponding face feature information in the second corresponding relation is called as the comparison basis of the face feature information in the corresponding face feature information process.
By adopting the game account login method based on the user biological characteristics, disclosed by the invention, the user can quickly login to the game application program account application operation interface by identifying the biological characteristic information when the user logs in, so that the fussy operation steps are reduced, the account safety is improved, and the use experience of the user is improved.
Corresponding to the game account login method based on the user biological characteristics, the invention also provides a game account login device based on the user biological characteristics. Since the embodiment of the device is similar to the embodiment of the method, the description is simple, and please refer to the description of the embodiment of the method, and the following description of the embodiment of the game account login device based on the user biological characteristics is only illustrative. Fig. 2 is a schematic view of a game account login apparatus based on user biometrics according to an embodiment of the present invention.
The invention relates to a game account login device based on user biological characteristics, which comprises the following parts:
an account login request obtaining unit 201, configured to receive an account login request input by a user and obtained by a touch screen device when it is detected that a game application program in the touch screen device enters a login interface, where the account login request includes identification information of the user; and the identity identification information is fingerprint information of the user.
In the embodiment of the invention, the touch screen device can be a smart phone, a notebook computer, a professional mobile terminal and the like. The game application program can be a game applet in WeChat, and the game applet can be used without downloading and installation. The user can open the game application program and enter the login interface of the game application program by scanning the two-dimensional code corresponding to the game application program or searching the name of the game application program.
At this time, the server system may detect whether the game application program in the touch screen device enters a login interface, and receive an account login request input by the user and acquired by the touch screen device if the game application program in the touch screen device enters the login interface, where the account login request includes the identification information of the user. The identification information may refer to fingerprint information of the user. Of course, the identity information may also refer to other identity information for uniquely identifying the user, which is not described in detail herein.
The first processing unit 202 is configured to, if the identification information is received, extract corresponding identification feature information from the identification information, compare the identification feature information with preset target identification feature information, and if the identification feature information is the same as the preset target identification feature information, trigger the game application to enter a face verification login mode.
In the embodiment of the present invention, the target identification information corresponding to the user may be stored in advance. The target identification information may be unique identification information for identifying the user, and then the identification feature information is extracted from the identification information. For example, when the identification information is fingerprint information of the user, the identification feature information may refer to feature information of the fingerprint. It should be noted that the user is a user who registers account login information of the game application.
Specifically, the corresponding identification feature information can be extracted from the identification information through the existing feature extraction algorithm, the identification feature information is compared with the preset target identification feature information, and if the comparison result is the same, the game application program is triggered to enter a face verification login mode.
In the actual application process, the server system can also compare the identity characteristic information with preset target identity characteristic information, if the identity characteristic information is the same as the preset target identity characteristic information, the game application program is triggered to enter an account password login mode, account login name information and account login password information which are matched with the identity characteristic information are obtained from a prestored login information list, and the game application program is triggered to enter an application operation interface according to the account login name information and the account login password information.
The method for obtaining the account login name information and the account login password information matched with the identity information from the pre-stored login information list specifically comprises the following steps:
and pre-constructing a first corresponding relation between the identity information and the account login name information as well as the account login password information, and storing the first corresponding relation into a data storage system. And searching the account login name information and the account login password information matched with the identity identification information from the login information list by using the first corresponding relation by taking the identity identification information as an index.
A face feature information extracting unit 203, configured to acquire target video data including a target face image from a detection area corresponding to the face verification login mode, acquire a video frame included in the target video data, and extract face feature information of the user from the video frame.
In the embodiment of the present invention, the detection region may refer to an audio data acquisition region matched with a face contour feature of a user, and may be used to acquire target video data including a face image of the user. Specifically, the camera of the touch screen device may obtain target video data including a face image of the user based on the detection area. It should be noted that the target video data may refer to a video segment data containing a face image of the user, and the length of the video segment may be 3 seconds to 5 seconds.
In a specific application process, when at least two face images exist in the target video information acquired by the server system, distance parameters between the face images and the central positions of the detection areas can be acquired, and the target face image corresponding to the user in the face images is determined according to the distance parameters.
In addition, a target face image corresponding to the user in the face image can be determined according to the size of the probability value by acquiring the probability value of the face image. Wherein, the probability value refers to the probability value that the face image is the target face image. The obtaining of the probability value of the face image may be specifically implemented in the following manner:
and sending the face image serving as a sample to be detected to a target recognition model to obtain the probability value of the face image. The target recognition model is a deep neural network model for obtaining the corresponding probability value of the face image according to the feature information of the face image. It should be noted that the target recognition model may be obtained by training according to the obtained training sample and a preset recognition model and continuously adjusting the recognition model parameters.
The second processing unit 204 is configured to compare the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, trigger the game application program to enter an application operation interface.
In the embodiment of the present invention, in order to ensure that the target identification feature information and the target face feature information respectively corresponding to each other in the two comparison processes correspond to the same user, the server system needs to pre-construct a second corresponding relationship between the target identification feature information and the target face feature information, and store the second corresponding relationship in the data storage system. When one target identity identification information in the second corresponding relation is used as a comparison basis of identity identification feature information, the corresponding face feature information in the second corresponding relation is called as the comparison basis of the face feature information in the corresponding face feature information process.
By adopting the game account login device based on the user biological characteristics, disclosed by the invention, the user can quickly login to the game application program account application operation interface by identifying the biological characteristic information when the user logs in, so that the fussy operation steps are reduced, the account safety is improved, and the use experience of the user is improved.
Corresponding to the game account login method based on the user biological characteristics, the invention also provides electronic equipment and storage equipment. Since the embodiment of the electronic device is similar to the embodiment of the method described above, the description is simple, and please refer to the description of the embodiment of the method described above, and the following description of the embodiment of the electronic device and the embodiment of the storage device is only illustrative. Fig. 3 is a schematic view of an electronic device according to an embodiment of the invention.
The present application further provides an electronic device, comprising: a processor 301 and a memory 302; wherein, the memory 302 is used for storing the program of the game account login method based on the user biological characteristics, and after the device is powered on and runs the program of the game account login method based on the user biological characteristics through the processor 301, the following steps are executed:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user; if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode; acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame; and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
The present application also provides a storage device storing a program of a game account login method based on a biometric characteristic of a user, the program being executed by a processor to perform the steps of:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; and the identity identification information is fingerprint information of the user. If the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode. And acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame. And comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
Although the invention has been described in detail above with reference to a general description and specific examples, it will be apparent to one skilled in the art that modifications or improvements may be made thereto based on the invention. Accordingly, such modifications and improvements are intended to be within the scope of the invention as claimed.

Claims (10)

1. A game account login method based on user biological characteristics is characterized by comprising the following steps:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user;
if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode;
acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame;
and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
2. The method of claim 1, further comprising:
comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter an account password login mode;
acquiring account login name information and account login password information matched with the identity identification information from a pre-stored login information list;
and triggering the game application program to enter an application operation interface according to the account login name information and the account login password information.
3. The method of claim 2, further comprising:
and pre-constructing a first corresponding relation between the identity information and the account login name information as well as the account login password information, and storing the first corresponding relation into a data storage system.
4. The method as claimed in claim 3, wherein the obtaining account login name information and account login password information matching with the identification information from a pre-stored login information list comprises:
and searching the account login name information and the account login password information matched with the identity identification information from the login information list by using the first corresponding relation by taking the identity identification information as an index.
5. The method of claim 1, further comprising:
when at least two face images exist in the target video information, acquiring distance parameters between the face images and the central positions of the detection areas respectively;
and determining a target face image corresponding to the user in the face image according to the distance parameter.
6. The method of claim 1, further comprising:
when at least two face images exist in the target video information, obtaining a probability value of the face images;
determining a target face image corresponding to the user in the face image according to the size of the probability value; wherein, the probability value refers to the probability value that the face image is the target face image.
7. The method as claimed in claim 6, wherein the obtaining of the probability value of the face image specifically comprises:
sending the face image serving as a sample to be detected to a target recognition model to obtain a probability value of the face image;
the target recognition model is a deep neural network model for obtaining the corresponding probability value of the face image according to the feature information of the face image.
8. The method of claim 1, further comprising: and pre-constructing a second corresponding relation between the target identity identification information and the target face feature information, and storing the second corresponding relation into a data storage system.
9. A gaming account login apparatus based on a user biometric characteristic, comprising:
the account login request acquisition unit is used for receiving an account login request input by a user and acquired by touch screen equipment when detecting that a game application program in the touch screen equipment enters a login interface, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user;
the first processing unit is used for extracting corresponding identity characteristic information from the identity information if the identity information is received, comparing the identity characteristic information with preset target identity characteristic information, and triggering the game application program to enter a face verification login mode if the identity characteristic information is the same as the preset target identity characteristic information;
the face feature information extraction unit is used for acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame;
and the second processing unit is used for comparing the face characteristic information with preset target face characteristic information, and if the face characteristic information is the same as the preset target face characteristic information, triggering the game application program to enter an application operation interface.
10. An electronic device, comprising:
a processor; and
a memory for storing a program of a user biometric-based game account login method, wherein the device is powered on and executes the program of the user biometric-based game account login method through the processor, and the following steps are executed:
when detecting that a game application program in touch screen equipment enters a login interface, receiving an account login request input by a user and acquired by the touch screen equipment, wherein the account login request comprises identity identification information of the user; the identity identification information is fingerprint information of the user;
if the identity identification information is received, extracting corresponding identity identification characteristic information from the identity identification information, comparing the identity identification characteristic information with preset target identity identification characteristic information, and if the identity identification characteristic information is the same as the preset target identity identification characteristic information, triggering the game application program to enter a face verification login mode;
acquiring target video data containing a target face image from a detection area corresponding to the face verification login mode, acquiring a video frame contained in the target video data, and extracting face feature information of the user from the video frame;
and comparing the face feature information with preset target face feature information, and if the face feature information is the same as the preset target face feature information, triggering the game application program to enter an application operation interface.
CN201910578002.1A 2019-06-28 2019-06-28 Game account login method and device based on user biological characteristics Pending CN112149085A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910578002.1A CN112149085A (en) 2019-06-28 2019-06-28 Game account login method and device based on user biological characteristics

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910578002.1A CN112149085A (en) 2019-06-28 2019-06-28 Game account login method and device based on user biological characteristics

Publications (1)

Publication Number Publication Date
CN112149085A true CN112149085A (en) 2020-12-29

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Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910578002.1A Pending CN112149085A (en) 2019-06-28 2019-06-28 Game account login method and device based on user biological characteristics

Country Status (1)

Country Link
CN (1) CN112149085A (en)

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