CN111756921A - Face recognition method and device, terminal and readable storage medium - Google Patents
Face recognition method and device, terminal and readable storage medium Download PDFInfo
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- CN111756921A CN111756921A CN202010484900.3A CN202010484900A CN111756921A CN 111756921 A CN111756921 A CN 111756921A CN 202010484900 A CN202010484900 A CN 202010484900A CN 111756921 A CN111756921 A CN 111756921A
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- face information
- sim card
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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
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- 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
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
Abstract
The application provides a face recognition method, which comprises the following steps: when registered face information is input, whether the face information is stored in the SIM card is detected; if so, acquiring the face information as the registered face information; and if not, continuing to input the registered face information and storing the registered face information into the SIM card. According to the face recognition method, when the registered face information is input, whether the face information is stored in the SIM card is detected firstly, if yes, the face information can be obtained to serve as the registered face information, if not, the registered face information is continuously input and stored in the SIM card, the face information can be stored in the SIM card, even if a user replaces communication equipment such as a mobile phone, the registered face information does not need to be input again, and the face information in the SIM card can be obtained to serve as the registered face information. The application also provides a face recognition device, a terminal and a nonvolatile computer readable storage medium.
Description
Technical Field
The present application relates to the field of face recognition technologies, and in particular, to a face recognition method, a face recognition apparatus, a terminal, and a non-volatile computer-readable storage medium.
Background
Face recognition is a biometric technology for identity recognition based on facial feature information of a person. With the development of the face recognition technology, the face recognition technology is widely applied to communication devices, such as mobile phones, tablet computers and other communication devices, due to the characteristics of accurate data, high safety factor, convenience in use and the like. However, when a user changes a communication device such as a mobile phone, the user generally needs to enter a face again to be able to perform face recognition normally.
Disclosure of Invention
The embodiment of the application provides a face recognition method, a face recognition device, a terminal and a non-volatile computer readable storage medium.
The face recognition method comprises the steps of detecting whether face information is stored in an SIM card or not when registered face information is input; if so, acquiring the face information as the registered face information; and if not, continuing to input the registered face information and storing the registered face information into the SIM card.
The face recognition device for the document page comprises a detection module, an acquisition module and an entry module. The detection module is used for detecting whether the face information is stored in the SIM card when the registered face information is input; the acquisition module is used for acquiring the face information as the registered face information when the face information is stored in the SIM card; and the input module is used for continuously inputting the registered face information when the face information is not stored in the SIM card and storing the registered face information into the SIM card.
The terminal of this application embodiment includes camera and treater, the camera is used for typeeing register face information, the treater is used for typeeing register face information during, whether the face information is stored in the detection SIM card, whether the storage has in the SIM card during face information, acquire face information is in order to be regarded as register face information, and during not having the storage in the SIM card during face information, control the camera continues to typeeed register face information, and will register face information storage arrives in the SIM card.
A non-transitory computer-readable storage medium containing computer-executable instructions that, when executed by one or more processors, cause the processors to perform the following face recognition method: when registered face information is input, whether the face information is stored in the SIM card is detected; if so, acquiring the face information as the registered face information; and if not, continuing to input the registered face information and storing the registered face information into the SIM card.
The face recognition method, the face recognition device, the terminal and the computer readable storage medium firstly detect whether face information is stored in an SIM card when registered face information is input, if so, the face information can be obtained to be used as the registered face information, if not, the registered face information is continuously input and stored in the SIM card, the face information can be stored in the SIM card, and even if a user replaces communication equipment such as a mobile phone, the registered face information does not need to be input again, but the face information in the SIM card can be obtained to be used as the registered face information.
Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative efforts.
FIG. 1 is a schematic flow chart of a face recognition method according to some embodiments of the present application;
FIG. 2 is a block diagram of a face recognition apparatus according to some embodiments of the present application;
FIG. 3 is a schematic diagram of a terminal structure according to some embodiments of the present application;
FIG. 4 is a schematic flow chart diagram of a face recognition method according to some embodiments of the present application;
fig. 5 is a schematic diagram of a connection between a terminal and a cloud server according to some embodiments of the present application;
FIG. 6 is a schematic flow chart diagram of a face recognition method according to some embodiments of the present application;
FIG. 7 is a block diagram of a face recognition apparatus according to some embodiments of the present application;
FIG. 8 is a schematic flow chart diagram of a face recognition method according to some embodiments of the present application;
FIG. 9 is a block diagram of a face recognition apparatus according to some embodiments of the present application;
FIG. 10 is a schematic flow chart diagram of a face recognition method according to some embodiments of the present application; and
FIG. 11 is a schematic diagram of a connection between a processor and a computer-readable storage medium according to some embodiments of the present application.
Detailed Description
Embodiments of the present application will be further described below with reference to the accompanying drawings. The same or similar reference numbers in the drawings identify the same or similar elements or elements having the same or similar functionality throughout. In addition, the embodiments of the present application described below in conjunction with the accompanying drawings are exemplary and are only for the purpose of explaining the embodiments of the present application, and are not to be construed as limiting the present application.
Referring to fig. 1 and 3, a face recognition method according to an embodiment of the present application includes the following steps:
011: when registered face information is input, whether the face information is stored in the SIM card 200 is detected;
012: if so, acquiring the face information as registered face information; and
013: if not, the registered face information is continuously input, and the registered face information is stored in the SIM card 200.
Referring to fig. 2, a face recognition apparatus 10 for document pages in the embodiment of the present application includes a detection module 11, an acquisition module 12, and an entry module 13. The detection module 11, the acquisition module 12 and the logging module 13 are respectively configured to execute step 011, step 012 and step 013. That is, the detection module 11 is configured to detect whether the SIM card 200 stores face information when the registered face information is entered; the obtaining module 12 is configured to obtain face information as registered face information when the face information is stored in the SIM card 200; the entry module 13 is configured to continue to enter the registered face information when the face information is not stored in the SIM card 200, and store the registered face information in the SIM card 200.
The terminal 100 according to the embodiment of the present application further includes a camera 20 and a processor 30, the camera 20 is configured to enter registered face information, the processor 30 is configured to detect whether face information is stored in the SIM card 200 when the registered face information is entered, acquire the face information as the registered face information when the face information is stored in the SIM card 200, and control the camera 20 to continue to enter the registered face information and store the registered face information in the SIM card 200 when the face information is not stored in the SIM card 200. That is, step 011 and step 012 can be implemented by processor 30, and step 013 can be implemented by processor 30 in cooperation with camera 20.
Specifically, the terminal 100 further includes a housing 40. The camera 20 and the processor 30 are both mounted on a housing 40, wherein the processor 30 is mounted in the housing 40, and the camera 20 is mounted in the housing 40 and disposed opposite to a through hole opened in the housing 40 to receive external light.
The processor 30 may be a Central Processing Unit (CPU), or an Application Specific Integrated Circuit (ASIC), or one or more Integrated circuits configured to implement embodiments of the present Application.
More specifically, the terminal 100 may be a mobile phone, a tablet computer, a display, a notebook computer, a teller machine, a gate, a smart watch, a head-up display device, a game machine, and the like. In the embodiment of the present application, the terminal 100 is a mobile phone as an example, and it is understood that the specific form of the terminal 100 is not limited to the mobile phone. The housing 40 may also be used to mount functional modules of the terminal 100, such as an imaging device (i.e., the camera 20), a power supply device, a communication device, etc., so that the housing 40 provides protection for the functional modules against dust, falling, water, etc.
The processor 30, the imaging device, the communication device, etc. can be connected to each other through a bus and communicate with each other. The bus may be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended ISA (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc.
The SIM card 200(Subscriber Identity Module) is an IC card held by a Mobile Subscriber of the Global System for Mobile Communications (GSM). The GSM system identifies the GSM subscriber by means of the SIM card 200. The same SIM card 200 may be used on different handsets. The GSM mobile phone can be accessed to the network only after the SIM card 200 is inserted. At present, a user generally binds a mobile phone number to the SIM card 200, the SIM card 200 is generally replaced after a long time, and the mobile phone is frequently updated, especially for young people, the replacement is common every year or even half a year, and when the user replaces the mobile phone, the user needs to re-enter a face to perform face recognition normally. The SIM card 200 not only enables the mobile phone to be used in a network, but also stores data, the SIM card 200 includes a basic file (EF), the EF has both a file header and a file body, the file header stores the location and control information of the file, the file body stores real data, and only the basic file has the file body and only the basic file is used for storing data in the whole SIM card 200.
The face information in the handset can therefore be stored in the EF, and when the registered face information is entered by the camera 20 (e.g. visible light face image or video is acquired by a visible light camera, or depth image or video is acquired by a depth camera), the processor 30 first detects whether the SIM card 200 stores face information, specifically, whether the EF stores face information, where the face information may be a face image or a video including feature points of a face, and if the EF stores face information, the face information is directly obtained from the EF to be used as the registered face information of the current mobile phone, if the face information does not exist in the EF, the camera 20 is controlled to continue to enter the registered face information, the processor 30 stores the entered registered face information in the EF, when the user changes the mobile phone next time, the face recognition can be carried out without inputting the registered face information again. The SIM card 200 is bound with the face information, and no matter how the user changes the mobile phone, as long as the SIM card 200 is not changed, the registered face information is not required to be input again all the time, so that the experience of the user when the mobile phone is changed can be improved, and the face identification can be used more conveniently and rapidly.
In addition, the face information is bound with the SIM card 200, the real-name system strength of the SIM card 200 is improved, for example, the face information of the user is backed up on an official cloud server, after the user selects a mobile phone number and inputs an identity card, the face information of the user can be written into the SIM card 200 and given to the user together, the face information of the user exists in the SIM card 200 received by the user, thus, even if the user replaces a new SIM card 200 and a new mobile phone, the registered face information does not need to be input again, the processor 30 automatically reads the face information in the SIM as the registered face information, and the face information is bound with the identity card, if the user transacts the SIM by using the identity card of other people, the face information is not matched with the user, so that the user can not normally use the mobile phone by face recognition, and only can transact the SIM card 200 by using the identity card of the user, the real-name security of the SIM card 200 is improved.
The face recognition method, the face recognition device 10 and the terminal 100 firstly detect whether the face information is stored in the SIM card 200 when the registered face information is input, if so, the face information can be obtained as the registered face information, if not, the registered face information is continuously input and stored in the SIM card 200, the face information can be stored in the SIM card 200, even if a user replaces communication equipment such as a mobile phone, the registered face information does not need to be input again, and the face information in the SIM card 200 is obtained as the registered face information to normally perform face recognition. And the face information is bound with the SIM card 200, thereby improving the real-name system security of the SIM card 200.
Referring to fig. 4 and 5, in some embodiments, step 011 includes the steps of:
0111: detecting whether a verification file bound with the face information exists in the SIM card 200;
0121: and sending the verification file to the cloud server 300, and acquiring the face information corresponding to the verification file to serve as the registered face information.
Referring again to fig. 2, in some embodiments, the detecting module 11 and the obtaining module 12 are further configured to perform steps 0111 and 0121, respectively. That is, the detection module 11 is further configured to detect whether a verification file bound to the face information exists in the SIM card 200; the obtaining module 12 is further configured to send the verification file to the cloud server 300 when the verification file exists in the SIM card 200, and obtain face information corresponding to the verification file to serve as the registered face information.
Referring to fig. 3 again, in some embodiments, the processor 30 is further configured to detect whether a verification file bound to the face information exists in the SIM card 200, and send the verification file to the cloud server 300 when the verification file exists in the SIM card 200, and acquire the face information corresponding to the verification file as the registered face information. That is, step 0111 and step 0121 may be implemented by processor 30.
Specifically, in order to ensure that the volume of the SIM card 200 is small, the storage capacity of the EF is small, and sometimes may be only 512kb or even smaller, and such a small capacity may only store a small amount of face information, for example, only 1 face image, which greatly limits the number of face feature points included in the face information, and uses the face information including only one face image as a registered face image, when a user performs face recognition, due to different factors such as light, makeup of the user, and the like, the situation that the face cannot be recognized easily occurs, and the face recognition experience is poor.
Therefore, only the verification file can be stored in the SIM card 200, the verification file includes the feature code for verification, the feature code is bound to the face information of the user, the face information can be stored in the cloud server 300, after the processor 30 acquires the verification file in the EF, the verification file is sent to the specific cloud server 300 through the communication module to request the face information bound to the verification file, after the cloud server 300 receives the verification file, the feature code in the verification file is extracted, for example, the verification file can be encrypted, after the cloud server 300 decrypts the verification file by using the pre-agreed password, the feature code can be extracted, so that a lawless person can be prevented from stealing the face information of the user by using the feature code, and the privacy safety of the user is damaged. The cloud server 300 obtains the face information corresponding to the feature code according to the extracted feature code, and then returns the face information to the communication module that sends the request, so that the processor 30 can obtain the face information corresponding to the verification file, the face information at this time is not limited by the storage capacity of the EF of the SIM card 200, the storage capacity of the EF of the SIM card 200 can be small, the size of the SIM card 200 can be reduced, and the miniaturization of communication equipment such as a mobile phone can be facilitated. Compared with the situation that face information is input again when communication equipment such as a mobile phone is replaced, when a user is in a state different from the state when the face is input, the situation that the face information cannot be recognized easily occurs, and the face recognition accuracy is low, the face information can contain face images (such as 2, 3, 5, 10 and 50 face images) in different states (such as different illumination and different makeup) when the user performs face recognition on the previous mobile phone, the faces of the user in different states can be recognized accurately when the face recognition is performed, the face recognition experience in different states is guaranteed, and the face recognition accuracy is improved. Certainly, in other embodiments, with the advancement of the storage device technology, the storage capacity of the EF of the SIM card 200 may also be designed to be larger under the same volume, for example, 64MB, 512MB, 1G, and the like, at this time, the face image in each different state may be stored in the SIM card 200 when face recognition is performed, the face information does not need to be stored in the cloud server 300, and under the condition that the user does not lose the SIM card 200, the risk of personal face information leakage is small.
Referring to fig. 6, in some embodiments, the face recognition method further includes the following steps:
014: the face information that the face recognition is successful is stored in the SIM card 200 as the registered face information.
Referring to fig. 7, in some embodiments, the face recognition apparatus 10 further includes a first storage module 14. The first storage module 14 is used to implement step 014. That is, the first storage module 14 is configured to store the face information successfully recognized as the registered face information in the SIM card 200.
Referring again to fig. 3, in some embodiments, the processor 30 is further configured to store the face information that is successfully face-recognized in the SIM card 200 as the registered face information. That is, step 014 may be implemented by processor 30.
Specifically, during the process of using the mobile phone by the user, face recognition is performed numerous times every day, face information is obtained every time the face information is recognized (for example, the face information may include a face image or a face video, the face image may include a visible light face image or a depth face image, or the face image includes both a visible light face image and a depth face image), then feature points of the face information are extracted to match with feature points in the registered face information, when matching is successful (for example, when the matching degree of the feature points reaches 80%, 90%, 95% and the like, the matching is considered successful), it is determined that the face recognition is successful, at this time, the face information that has been successfully recognized may be stored in the SIM card 200 as the registered face information, the processor 30 may directly store all the face information in the SIM card 200, and in order to prevent the same feature points from being repeatedly stored, the processor 30 may also store only feature points that have been unsuccessfully matched in the face information that has been successfully recognized, therefore, more face information is stored to improve the face recognition accuracy, and meanwhile, the storage capacity occupied by the face information is saved.
Referring to fig. 8, in some embodiments, the face recognition method further includes the following steps:
015: the face information that the face recognition fails but the password authentication passes is stored in the SIM card 200 as the registered face information.
Referring to fig. 9, in some embodiments, the face recognition device 10 further includes a second storage module 15. The second storage module 15 is used to execute step 015. That is, the second storage module 15 is configured to store the face information that the face recognition fails but the password authentication passes into the SIM card 200 as the registered face information.
Referring again to fig. 3, in some embodiments, the processor 30 is further configured to store the face information that fails the face recognition but passes the password authentication into the SIM card 200 as the registered face information. That is, step 015 may be implemented by processor 30.
Specifically, when the registered face information is less, a face recognition failure may occur when the user performs face recognition, and at this time, the user performs unlocking of the mobile phone through other verification methods (such as digital password verification, pattern password authentication, and the like), it may be determined that the user currently performing face recognition is actually the owner and the face information is the face information of the owner, and the face recognition failure may be caused by that the matching degree during face recognition does not reach a predetermined matching degree (such as 80%, 90%, and the like) because the feature points included in the registered face information are too few, so that the processor 30 stores the face information failed in face recognition into the SIM card 200 as the registered face information, thereby increasing the number of feature points included in the registered face information, and being beneficial to improving the accuracy of face recognition. Similarly, when the processor 30 stores the face information that has failed in face recognition into the SIM card 200 as the registered face information, the whole face information that has failed in face recognition may be directly stored into the SIM card 200 as the registered face information, or in order to prevent the same feature points from being stored repeatedly, the processor 30 only stores the feature points that have not been successfully matched in the face information that has failed in face recognition, so that the storage capacity occupied by the face information is saved while more face information is stored to improve the face recognition accuracy.
Referring to fig. 10, in some embodiments, step 015 further includes the following steps:
0151: judging whether the password verification passes within a preset time after the face recognition fails;
0152: when the password passes the verification, the face information which fails in the face recognition but passes the password verification is stored in the SIM card 200 to be used as the registered face information; and
0153: when the password authentication is not passed, the face information of which the face recognition fails is not stored in the SIM card 200.
Referring again to fig. 9, in some embodiments, the second storage module 15 may also be configured to perform step 0151, step 0152 and step 0153. That is, the second storage module 15 may be further configured to determine whether the password authentication is passed or not within a predetermined time after the face recognition fails, store face information that the face recognition fails but the password authentication is passed in the SIM card 200 as registered face information when the password authentication is passed, and not store the face information that the face recognition fails in the SIM card 200 when the password authentication is not passed.
Referring again to fig. 3, in some embodiments, the processor 30 is further configured to determine whether the password authentication is passed or not within a predetermined time after the face recognition fails, store face information that the face recognition fails but the password authentication is passed in the SIM card 200 as registered face information when the password authentication is passed, and not store the face information that the face recognition fails in the SIM card 200 when the password authentication is not passed. That is, steps 0151 to 0153 may be implemented by the processor 30.
Specifically, the user may not only use the mobile phone by the owner, but also use friends and lovers of the owner, and at this time, the friends and lovers can only unlock the mobile phone by the unlocking password of the owner, so that, if the face recognition fails, the owner immediately inputs the password to unlock the mobile phone, and the friends or lovers may require the owner to ask for the unlocking password to unlock the mobile phone, so that, within a predetermined time (such as 5S, 10S, and the like) after the face recognition fails, if the password verification passes, it is indicated that the owner is unlocking the mobile phone, and at this time, the face information of the face recognition failure may be stored in the SIM card 200 to serve as the registered face information. If the password verification is passed beyond the preset time after the face recognition fails, it indicates that the owner's friends and lovers may unlock, and at this time, the face information of the face recognition failure is not stored in the SIM card 200, so that the SIM card 200 is ensured to only store the face information of the owner, and the accuracy of the face recognition is improved.
In other embodiments, after the face recognition fails, the processor 30 determines whether the matching degree between the face information that fails the face recognition and the registered face information is greater than or equal to the minimum matching degree, where the minimum matching degree is the matching degree when the face information is determined to be the owner, for example, the minimum matching degree is 50%, 60%, and the like, and when the matching degree between the face information that fails the face recognition and the registered face information is greater than or equal to the minimum matching degree, it indicates that the difference between the user currently performing the face recognition and the user corresponding to the registered face information is not large, and although the face recognition is not passed, if the subsequent password verification is passed, it may be determined that the user currently performing the face recognition is the owner, and the face recognition failure may be due to fewer feature points in the registered face information, and at this time, the processor 30 stores the face information that fails the face recognition into the SIM card 200, as registered face information.
When the matching degree of the face information failed in face recognition and the registered face information is smaller than the minimum matching degree, it is indicated that the difference between the user currently performing face recognition and the user corresponding to the registered face information is too large, even if the subsequent user passes password verification, it can be judged that the user currently performing face recognition is not the owner (such as friends and lovers of the owner), at this time, the face information failed in face recognition is not stored in the SIM card 200, it is ensured that the SIM card 200 only stores the face information of the owner, and the accuracy of face recognition is improved.
Referring to fig. 11, one or more non-transitory computer-readable storage media 400 containing computer-executable instructions 402 according to embodiments of the present application, when the computer-executable instructions 402 are executed by one or more processors 30, cause the processor 30 to perform any one of the above-described face recognition methods according to embodiments.
For example, referring to fig. 1 and 3 in conjunction, the computer-executable instructions 402, when executed by the one or more processors 30, cause the processors 30 to perform the steps of:
011: when registered face information is input, whether the face information is stored in the SIM card 200 is detected;
012: if so, acquiring the face information as registered face information; and
013: if not, the registered face information is continuously input, and the registered face information is stored in the SIM card 200.
For another example, referring to fig. 4 and 5 in conjunction, when the computer-executable instructions 402 are executed by the one or more processors 30, the processors 30 may further perform the steps of:
0111: detecting whether a verification file bound with the face information exists in the SIM card 200;
0121: and sending the verification file to the cloud server 300, and acquiring the face information corresponding to the verification file to serve as the registered face information.
In the description herein, reference to the description of the terms "one embodiment," "some embodiments," "an illustrative embodiment," "an example," "a specific example" or "some examples" or the like means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the application. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, the various embodiments or examples and features of the various embodiments or examples described in this specification can be combined and combined by those skilled in the art without contradiction.
Any process or method descriptions in flow charts or otherwise described herein may be understood as representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or steps of the process, and the scope of the preferred embodiments of the present application includes other implementations in which functions may be executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those reasonably skilled in the art of the embodiments of the present application.
Although embodiments of the present application have been shown and described above, it is to be understood that the above embodiments are exemplary and not to be construed as limiting the present application, and that changes, modifications, substitutions and alterations can be made to the above embodiments by those of ordinary skill in the art within the scope of the present application.
Claims (12)
1. A face recognition method, comprising:
when registered face information is input, whether the face information is stored in the SIM card is detected;
if so, acquiring the face information as the registered face information; and
if not, the registered face information is continuously input, and the registered face information is stored in the SIM card.
2. The face recognition method of claim 1, further comprising:
and storing the face information successfully recognized in the SIM card as the registered face information.
3. The face recognition method of claim 1, further comprising:
and storing the face information which fails in face recognition and passes password verification into the SIM card to serve as the registered face information.
4. The face recognition method according to claim 3, wherein the face information that has failed face recognition but passed password authentication is stored in the SIM card as the registered face information;
judging whether the password verification is passed or not within a preset time after the face recognition fails;
if so, storing the face information which fails in face recognition but passes password verification into the SIM card to serve as the registered face information.
5. The method according to claim 1, wherein the detecting whether the SIM card stores the face information comprises:
detecting whether a verification file bound with face information exists in the SIM card;
the acquiring the face information as the registered face information includes:
and sending the verification file to a cloud server, and acquiring the face information corresponding to the verification file to be used as the registered face information.
6. A face recognition apparatus, characterized in that the face recognition apparatus comprises:
the detection module is used for detecting whether the face information is stored in the SIM card when the registered face information is input;
an obtaining module, configured to obtain the face information as the registered face information when the face information is stored in the SIM card; and
and the input module is used for continuously inputting the registered face information when the face information is not stored in the SIM card and storing the registered face information into the SIM card.
7. A terminal, comprising a camera for entering registered face information and a processor for:
when the registered face information is input, detecting whether the SIM card stores the face information or not;
when the face information is stored in the SIM card, the face information is obtained to be used as the registered face information; and
and when the face information is not stored in the SIM card, controlling the camera to continuously input the registered face information, and storing the registered face information into the SIM card.
8. The terminal of claim 7, wherein the processor is further configured to store face information with successful face recognition in the SIM card as the registered face information.
9. The terminal of claim 7, wherein the processor is further configured to store face information that face recognition fails but password authentication passes in the SIM card as the registered face information.
10. The terminal of claim 9, wherein the processor is further configured to determine whether the password authentication is passed within a predetermined time after the face recognition failure, and store the face information of the face recognition failure but the password authentication is passed in the SIM card as the registered face information when the password authentication is passed.
11. The terminal of claim 9, wherein the processor is further configured to detect whether a verification file bound to face information exists in the SIM card, and send the verification file to a cloud server when the verification file exists in the SIM card, and obtain the face information corresponding to the verification file as the registered face information.
12. A non-transitory computer-readable storage medium containing computer-executable instructions that, when executed by one or more processors, cause the processors to perform the face recognition method of any one of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010484900.3A CN111756921A (en) | 2020-06-01 | 2020-06-01 | Face recognition method and device, terminal and readable storage medium |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010484900.3A CN111756921A (en) | 2020-06-01 | 2020-06-01 | Face recognition method and device, terminal and readable storage medium |
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| CN111756921A true CN111756921A (en) | 2020-10-09 |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114222297A (en) * | 2021-12-11 | 2022-03-22 | 天翼电信终端有限公司 | Authentication method, device, terminal and storage medium based on mobile phone SIM card |
Citations (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012231208A (en) * | 2011-04-25 | 2012-11-22 | Panasonic Corp | Electronic apparatus |
| CN103778409A (en) * | 2014-01-02 | 2014-05-07 | 深圳市元轩科技发展有限公司 | Human face identification method based on human face characteristic data mining and device |
| CN104156751A (en) * | 2013-08-28 | 2014-11-19 | 陕西省公安厅 | Research based on phone card and identity document |
| US20150277503A1 (en) * | 2014-03-27 | 2015-10-01 | Google, Inc. | Modules and connections for modules to couple to a computing device |
| CN105162782A (en) * | 2015-08-28 | 2015-12-16 | 宇龙计算机通信科技(深圳)有限公司 | User biological characteristic storage method, device and terminal |
| CN105208545A (en) * | 2015-08-31 | 2015-12-30 | 宇龙计算机通信科技(深圳)有限公司 | Virtual SIM card-based communication data management method, device and server |
| CN105405198A (en) * | 2015-12-22 | 2016-03-16 | 武汉瑞纳捷电子技术有限公司 | Wireless access control management system and method |
| CN106162610A (en) * | 2016-07-02 | 2016-11-23 | 马乐 | Fingerprint logs in formula system of real name virtual SIM card realization method and system |
| CN106650373A (en) * | 2016-12-15 | 2017-05-10 | 珠海格力电器股份有限公司 | SIM card information protection method and device |
| CN106792631A (en) * | 2016-11-16 | 2017-05-31 | 广东欧珀移动通信有限公司 | A kind of data processing method and terminal device |
| CN107592408A (en) * | 2017-08-22 | 2018-01-16 | 广东欧珀移动通信有限公司 | Method for controlling mobile terminal and Related product |
| CN208723884U (en) * | 2018-09-20 | 2019-04-09 | 深圳云及智慧科技有限公司 | A kind of read-write SIM card portable device based on face and identity card identification technology |
| CN110312257A (en) * | 2019-06-13 | 2019-10-08 | 信利光电股份有限公司 | A kind of mobile phone card theft preventing method, device and readable storage medium storing program for executing |
| CN110809268A (en) * | 2019-10-30 | 2020-02-18 | 深圳传音控股股份有限公司 | Data synchronization method, synchronization device and computer readable storage medium |
-
2020
- 2020-06-01 CN CN202010484900.3A patent/CN111756921A/en active Pending
Patent Citations (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2012231208A (en) * | 2011-04-25 | 2012-11-22 | Panasonic Corp | Electronic apparatus |
| CN104156751A (en) * | 2013-08-28 | 2014-11-19 | 陕西省公安厅 | Research based on phone card and identity document |
| CN103778409A (en) * | 2014-01-02 | 2014-05-07 | 深圳市元轩科技发展有限公司 | Human face identification method based on human face characteristic data mining and device |
| US20150277503A1 (en) * | 2014-03-27 | 2015-10-01 | Google, Inc. | Modules and connections for modules to couple to a computing device |
| CN105162782A (en) * | 2015-08-28 | 2015-12-16 | 宇龙计算机通信科技(深圳)有限公司 | User biological characteristic storage method, device and terminal |
| CN105208545A (en) * | 2015-08-31 | 2015-12-30 | 宇龙计算机通信科技(深圳)有限公司 | Virtual SIM card-based communication data management method, device and server |
| CN105405198A (en) * | 2015-12-22 | 2016-03-16 | 武汉瑞纳捷电子技术有限公司 | Wireless access control management system and method |
| CN106162610A (en) * | 2016-07-02 | 2016-11-23 | 马乐 | Fingerprint logs in formula system of real name virtual SIM card realization method and system |
| CN106792631A (en) * | 2016-11-16 | 2017-05-31 | 广东欧珀移动通信有限公司 | A kind of data processing method and terminal device |
| CN106650373A (en) * | 2016-12-15 | 2017-05-10 | 珠海格力电器股份有限公司 | SIM card information protection method and device |
| CN107592408A (en) * | 2017-08-22 | 2018-01-16 | 广东欧珀移动通信有限公司 | Method for controlling mobile terminal and Related product |
| CN208723884U (en) * | 2018-09-20 | 2019-04-09 | 深圳云及智慧科技有限公司 | A kind of read-write SIM card portable device based on face and identity card identification technology |
| CN110312257A (en) * | 2019-06-13 | 2019-10-08 | 信利光电股份有限公司 | A kind of mobile phone card theft preventing method, device and readable storage medium storing program for executing |
| CN110809268A (en) * | 2019-10-30 | 2020-02-18 | 深圳传音控股股份有限公司 | Data synchronization method, synchronization device and computer readable storage medium |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114222297A (en) * | 2021-12-11 | 2022-03-22 | 天翼电信终端有限公司 | Authentication method, device, terminal and storage medium based on mobile phone SIM card |
| CN114222297B (en) * | 2021-12-11 | 2023-06-30 | 天翼电信终端有限公司 | Authentication method, device, terminal and storage medium based on mobile phone SIM card |
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