CN109951437A - Safety certifying method, device and server based on recognition of face - Google Patents
Safety certifying method, device and server based on recognition of face Download PDFInfo
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- CN109951437A CN109951437A CN201910032029.0A CN201910032029A CN109951437A CN 109951437 A CN109951437 A CN 109951437A CN 201910032029 A CN201910032029 A CN 201910032029A CN 109951437 A CN109951437 A CN 109951437A
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Abstract
The invention discloses a kind of safety certifying methods based on recognition of face, this method comprises: receiving the safety certification request that user is sent by terminal device, whether legal verify the terminal device, with the terminal device will there is the human face recognition model of incidence relation to be sent to the terminal device when the terminal device is legal and is used for recognition of face, then the recognition result that receiving terminal apparatus returns, confirms that the safety certification of the user passes through when recognition result passes through.The present invention also provides a kind of safety certification device based on recognition of face, server and computer readable storage mediums.Faceform can be sent to by the safety certifying method based on recognition of face, device, server and computer readable storage medium provided by the invention is verified as legal terminal device progress recognition of face, directly determine whether safety certification passes through according to recognition result, therefore, it can be with lower transmission bandwidth demand, recognition efficiency is improved, while ensure that safety.
Description
Technical field
The present invention relates to technical field of face recognition more particularly to a kind of safety certifying methods based on recognition of face, dress
It sets, server and computer readable storage medium.
Background technique
With the development of face recognition technology, replace account number cipher using as authentication gradually shape face information
At certain development trend.However in the prior art, shooting facial image in application terminal sends application for facial image again
Server needs application server to possess higher processing capacity quickly to be known to carry out the verification process of recognition of face
Not and application terminal to the higher speed of transmission bandwidth between application server to transmit facial image, otherwise will significantly
Reduce the speed and efficiency of recognition of face.This also just becomes current recognition of face mode relative to account number cipher mode for pacifying
Where the shortcomings that full verification process.
Summary of the invention
In view of this, the present invention propose a kind of user by the safety certifying method of recognition of face, device, server and based on
Calculation machine readable storage medium storing program for executing can verify the end after receiving the safety certification request that user is sent by terminal device
Whether end equipment is legal, and the recognition of face mould that will have incidence relation with the terminal device when the terminal device is legal
Type is sent to the terminal device for recognition of face, and the recognition result that then receiving terminal apparatus returns is logical in recognition result
The safety certification of the out-of-date confirmation user passes through.Therefore, faceform is sent to terminal device and carries out identification certification, it can be with
Lower transmission bandwidth demand improves recognition efficiency, while ensure that safety.
Firstly, to achieve the above object, the present invention provides a kind of safety certifying method based on recognition of face, this method is answered
For server, which comprises
Receive the safety certification request that user is sent by terminal device；Confirm whether the terminal device is legal；When true
Recognize the terminal device it is legal after, obtain the human face recognition model that there is incidence relation with the terminal device, and will be described
Face knows model and is sent to the terminal device；Control the terminal device shooting facial image and according to the recognition of face
Model identifies the facial image；Receive the recognition result that the terminal device is sent, when recognition result be by when,
The authentication result for confirming the safety certification is to pass through.
Optionally, before " receive user sent by initial terminal equipment safety certification request " the step of,
It further comprises the steps of: and receives the registration request that user is sent by the initial terminal equipment；The equipment for obtaining the terminal device
The user password of information, the facial image sample of the user and the user preset；According to the facility information, the use
The registion time that registered permanent residence order and the user send registration request generates the EIC equipment identification code of the initial terminal equipment, saves
And it is sent to the initial terminal equipment.
Optionally, the method also includes steps: the facial image sample is input to preset human face recognition model
Modeling, trains the human face recognition model that can identify the user；By the human face recognition model, the initial terminal equipment
EIC equipment identification code and the identity information of the user be associated, and the incidence relation table is saved in user's registration letter
Cease list.
Optionally, the step of described " confirming whether the terminal device is legal " includes: to obtain setting for the terminal device
Standby identification code；The EIC equipment identification code is compared with the user's registration information list；When the EIC equipment identification code exists
In the user's registration information list and with the user have incidence relation when, confirm that the terminal device is legal.
In addition, to achieve the above object, the present invention also provides a kind of safety certification device based on recognition of face, the dresses
It sets and includes:
Receiving module, the safety certification request sent for receiving user by terminal device；Confirmation module, for confirming
Whether the terminal device is legal；Module is obtained, for after confirming that the terminal device is legal, acquisition to be set with the terminal
The standby human face recognition model with incidence relation；Sending module, for face knowledge model to be sent to the terminal device；
Control module, for controlling the terminal device shooting facial image and according to the human face recognition model to the face figure
As being identified；The receiving module is also used to receive the recognition result that the terminal device is sent；The confirmation module, also
For when recognition result be by when, confirm the safety certification authentication result be pass through.
Optionally, described device further includes generation module, in which: the receiving module is also used to receive user and passes through just
Always the registration request that end equipment is sent；The acquisition module is also used to obtain facility information, the institute of the initial terminal equipment
State the facial image sample of user and the user password of the user preset；The generation module, for according to described initial
The registion time that the facility information of terminal device, the user password and the user send registration request generates described initial
The EIC equipment identification code of terminal device saves and is sent to the initial terminal equipment.
Optionally, the generation module is also used to: the facial image sample is input to preset human face recognition model
Modeling, trains the human face recognition model that can identify the user；By the human face recognition model, the initial terminal equipment
EIC equipment identification code and the identity information of the user be associated, and the incidence relation table is saved in user's registration letter
Cease list.
Optionally, the confirmation module is also used to: obtaining the EIC equipment identification code of the terminal device；The equipment is identified
Code is compared with preset user's registration information list；When the EIC equipment identification code is present in the user's registration information list
And when there is incidence relation with the user, confirm that the terminal device is legal.
Further, the present invention also proposes that a kind of server, the server include memory, processor, the storage
The computer program that can be run on the processor is stored on device, it is real when the computer program is executed by the processor
Now such as the step of the above-mentioned safety certifying method based on recognition of face.
Further, to achieve the above object, the present invention also provides a kind of computer readable storage medium, the computers
Readable storage medium storing program for executing is stored with computer program, and the computer program can be executed by least one processor so that it is described extremely
A few processor is executed such as the step of the above-mentioned safety certifying method based on recognition of face.
Compared to the prior art, the safety certifying method proposed by the invention based on recognition of face, device, server and
Computer readable storage medium, can be after receiving the safety certification request that user is sent by terminal device, described in verifying
Whether terminal device is legal, and the recognition of face that will have incidence relation with the terminal device when the terminal device is legal
Model is sent to the terminal device for recognition of face, the recognition result that then receiving terminal apparatus returns, in recognition result
By when confirm that the safety certification of the user passes through.Therefore, faceform is sent to terminal device and carries out identification certification, it can
With lower transmission bandwidth demand, recognition efficiency is improved, while ensure that safety.
Detailed description of the invention
Fig. 1 is the schematic diagram of the optional hardware structure of server one of the present invention；
Fig. 2 is the program module schematic diagram of one embodiment of safety certification device the present invention is based on recognition of face；
Fig. 3 is the flow diagram of one embodiment of safety certifying method the present invention is based on recognition of face.
Appended drawing reference:
| Server | 1 |
| Memory | 11 |
| Processor | 12 |
| Network interface | 13 |
| Safety certification device based on recognition of face | 200 |
| Receiving module | 201 |
| Confirmation module | 202 |
| Obtain module | 203 |
| Sending module | 204 |
| Control module | 205 |
| Generation module | 206 |
The object of the invention is realized, the embodiments will be further described with reference to the accompanying drawings for functional characteristics and advantage.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that described herein, specific examples are only used to explain the present invention, not
For limiting the present invention.Based on the embodiments of the present invention, those of ordinary skill in the art are not before making creative work
Every other embodiment obtained is put, shall fall within the protection scope of the present invention.
It should be noted that the description for being related to " first ", " second " etc. in the present invention is used for description purposes only, and cannot
It is interpreted as its relative importance of indication or suggestion or implicitly indicates the quantity of indicated technical characteristic.Define as a result, " the
One ", the feature of " second " can explicitly or implicitly include at least one of the features.In addition, the skill between each embodiment
Art scheme can be combined with each other, but must be based on can be realized by those of ordinary skill in the art, when technical solution
Will be understood that the combination of this technical solution is not present in conjunction with there is conflicting or cannot achieve when, also not the present invention claims
Protection scope within.
As shown in fig.1, being the schematic diagram of the optional hardware structure of server 1 one of the present invention.
The server 1 can be rack-mount server, blade server, tower server or Cabinet-type server etc.
Equipment is calculated, which can be independent server, be also possible to server cluster composed by multiple servers.
In the present embodiment, the server 1 may include, but be not limited only to, and can be in communication with each other connection by system bus and deposit
Reservoir 11, processor 12, network interface 13.
The server 1 connects network (Fig. 1 is not marked) by network interface 13, is set by being connected to the network to other terminals
Standby such as mobile terminal (Mobile Terminal), mobile phone (Mobile Telephone), user equipment (User
Equipment, UE), mobile phone (handset) and portable equipment (portable equipment), vehicle (vehicle), the end PC
Deng.The network can be intranet (Intranet), internet (Internet), global system for mobile communications
(Global System of Mobile communication, GSM), wideband code division multiple access (Wideband Code
Division Multiple Access, WCDMA), 4G network, 5G network, bluetooth (Bluetooth), Wi-Fi, speech path network
Deng wirelessly or non-wirelessly network.
It should be pointed out that Fig. 1 illustrates only the server 1 with component 11-13, it should be understood that simultaneously should not
Realistic to apply all components shown, the implementation that can be substituted is more or less component.
Wherein, the memory 11 includes at least a type of readable storage medium storing program for executing, and the readable storage medium storing program for executing includes
Flash memory, hard disk, multimedia card, card-type memory (for example, SD or DX memory etc.), random access storage device (RAM), it is static with
Machine accesses memory (SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable
Read memory (PROM), magnetic storage, disk, CD etc..In some embodiments, the memory 11 can be the clothes
The internal storage unit of business device 1, such as the hard disk or memory of the server 1.In further embodiments, the memory 11
It can be the External memory equipment of the server 1, such as the plug-in type hard disk that the server 1 is equipped with, intelligent memory card
(Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card (Flash Card) etc..When
So, the memory 11 can also both including the server 1 internal storage unit and also including its External memory equipment.This reality
It applies in example, the memory 11 is installed on the operating system and types of applications software of the server 1 commonly used in storage, such as
The program code etc. of safety certification device 200 based on recognition of face.In addition, the memory 11 can be also used for temporarily depositing
Store up the Various types of data that has exported or will export.
The processor 12 can be in some embodiments central processing unit (Central Processing Unit,
CPU), controller, microcontroller, microprocessor or other data processing chips.The processor 12 is commonly used in the control clothes
The overall operation of business device 1, such as execute data interaction or the relevant control of communication and processing etc..In the present embodiment, the place
Reason device 12 is used to run the program code stored in the memory 11 or processing data, such as based on face knowledge described in operation
Other safety certification device 200 etc..
The network interface 13 may include radio network interface or wired network interface, which is commonly used in
It the server 1 and others as discussed above terminal device such as mobile terminal, mobile phone, user equipment, mobile phone and portable sets
Standby, vehicle, the foundation such as end PC communication connection.
In the present embodiment, when installing in the server 1 and run the safety certification device 200 based on recognition of face,
It, can be in the peace that receives user and be sent by terminal device when the safety certification device 200 based on recognition of face is run
After full certification request, whether legal the terminal device is verified, and will set with the terminal when the terminal device is legal
The standby human face recognition model with incidence relation is sent to the terminal device for recognition of face, and then receiving terminal apparatus returns
The recognition result returned, confirms that the safety certification of the user passes through when recognition result passes through.Therefore, faceform is sent to
Terminal device carries out identification certification, can improve recognition efficiency, while ensure that safety with lower transmission bandwidth demand.
So far, oneself is through describing the application environment of each embodiment of the present invention and the hardware configuration and function of relevant device in detail
Energy.In the following, above-mentioned application environment and relevant device will be based on, each embodiment of the invention is proposed.
Firstly, the present invention proposes a kind of safety certification device 200 based on recognition of face.
As shown in fig.2, being the program module of 200 1 embodiment of safety certification device the present invention is based on recognition of face
Figure.
In the present embodiment, the safety certification device 200 based on recognition of face is stored in memory including a series of
Each implementation of the invention may be implemented when the computer program instructions are executed by processor 12 in computer program instructions on 11
The security authentication operation based on recognition of face of example.In some embodiments, real based on computer program instructions each section institute
Existing specific operation, the safety certification device 200 based on recognition of face can be divided into one or more modules.For example,
In Fig. 2, the safety certification device 200 based on recognition of face can be divided into receiving module 201, confirmation module 202,
Obtain module 203, sending module 204, control module 205 and generation module 206.Wherein:
The receiving module 201, the safety certification request sent for receiving user by terminal device.
Specifically, when user logs in, or some rights of execution of request are prescribed a time limit, it will usually be required to carry out identity
Certification.In the present embodiment, when user is authenticated by terminal device to 1 requests identity information of server, safety can be sent first
Certification request is to the server 1.Therefore, the receiving module 201 can then receive the peace that user is sent by terminal device
Full certification request, wherein the terminal device includes mobile terminal, mobile phone, user equipment, mobile phone and portable equipment, vehicle
, end PC etc..
Certainly, in the present embodiment, described to connect before receiving the safety certification request that user is sent by terminal device
Module 201 is received, is also used to receive the registration request that user is sent by initial terminal equipment.Then, the acquisition module 203 obtains
Take the facility information of the initial terminal equipment, the facial image sample of the user and the user preset uses the registered permanent residence
It enables.The generation module 206 is then sent out according to the facility information, the user password and the user of the initial terminal equipment
The EIC equipment identification code for sending the registion time of registration request to generate the initial terminal equipment saves and is sent to the initial terminal
Equipment.In the present embodiment, the generation module 206 is also used to the facial image sample being input to preset recognition of face
Model modeling trains the human face recognition model that can identify the user, by the human face recognition model, the initial terminal
The EIC equipment identification code of equipment and the identity information of the user are associated, and the incidence relation table is saved in user's note
Volume information list.
For example, user wants to log on by a certain financial service APP installed on mobile phone described in personal account and then access
The corresponding server 1 of APP.So, user is firstly the need of progress information registering.When user is initiated by APP to server 1
After registration request, the receiving module 201 receives the registration request that user is sent by mobile phone.Then, the acquisition module 203
Obtain the facial image of facility information such as the physical address xxxx, the user of the corresponding mobile phone of the registration request
The sample such as user password of 5 facial images and the user preset such as 6 bit digitals 012345.Then, the generation
Module 206 receives institute according to the mobile phone physical address xxxx, the user password 012345 and the receiving module 201
The time such as 20180912 for stating registration request generates the EIC equipment identification code of the mobile phone according to preset format.In the present embodiment
In, the preset format be registion time, physical address, user password be sequentially overlapped constitution equipment identification code, such as
20180912xxxx012345.The EIC equipment identification code is returned to mobile phone by the last generation module 206, and mobile phone is arrived in storage
Under APP catalogue.
In addition, the face figure for 5 users that the generation module 206 can also get the acquisition module 203
Decent is input to preset human face recognition model modeling, trains the human face recognition model that can identify the user.At this
In embodiment, the human face recognition model is modeled as the program for recognition of face formed according to existing face recognition technology
Set, for example, using face recognition technology neural network based, or the face recognition technology based on wavelet moment, Huo Zheji
Human face recognition model modeling is carried out in the face recognition technology of fractal characteristic.Then, the facial image sample of 5 users is utilized
This is trained human face recognition model modeling, to obtain to identify the recognition of face of the facial image of the user
Model.Wherein, the training process is common technology, and which is not described herein again.Moreover, in other embodiments, it can also basis
Other face recognition technologies carry out human face recognition model modeling, here with no restrictions.After obtaining the human face recognition model,
The generation module 206 is by the human face recognition model, the EIC equipment identification code of the initial terminal equipment and the user
Identity information such as account is associated, and the incidence relation table is saved in user's registration information list.
After the receiving module 201 receives the safety certification request that user is sent by terminal device, the confirmation
Module 202, for confirming whether the terminal device is legal.
Specifically, in the present embodiment, the confirmation module 202 confirms the whether legal process packet of the terminal device
It includes: obtaining the EIC equipment identification code of the terminal device, the EIC equipment identification code and the user's registration information list are compared
Compared with, when the EIC equipment identification code is present in the user's registration information list and has incidence relation with the user, confirmation
The terminal device is legal, that is to say, that the terminal device is initial registration equipment, i.e. initial terminal equipment.Such as: A
User is registered by the APP on M mobile phone to the server 1, and then the generation module 206 knows the equipment of generation
Other code such as 20180912xxxx012345 is sent to M mobile phone；When party A-subscriber logs on party A-subscriber's again by the APP of M mobile phone
Account, the confirmation module 202 obtain first M mobile phone storage EIC equipment identification code 20180912xxxx012345, then with institute
The all devices identification code stated in the user's registration information list of the storage of server 1 is compared, and works as EIC equipment identification code
20180912xxxx012345 is present in the user's registration information list, and the identity information of party A-subscriber such as account is also deposited
Be the user's registration information list and with the EIC equipment identification code in the user's registration information list
20180912xxxx012345 has incidence relation, then the confirmation module 202 confirms that M mobile phone is legal.
The acquisition module 203, for after confirming that the terminal device is legal, acquisition to have with the terminal device
The human face recognition model of incidence relation.
The sending module 204, for face knowledge model to be sent to the terminal device.
The control module 205, for controlling the terminal device shooting facial image and according to the recognition of face
Model identifies the facial image.
Specifically, after the confirmation module 202 confirms that the terminal device is legal, the acquisition module 203 is then
The face that there is incidence relation with the EIC equipment identification code can be found out in user information list according to the EIC equipment identification code
Identification model, then the human face recognition model is sent the terminal device by the sending module 204, then, the control
Molding block 205 then controls the terminal device shooting facial image and according to the human face recognition model to the facial image
It is identified.In the present embodiment, the control module 205 is controlled by transmission control command to the terminal device described
Terminal device calls camera unit to shoot facial image and carry out according to facial image of the human face recognition model to shooting
Identification.In addition, the human face recognition model that the sending module 204 is sent is set as encrypted state and has timeliness.For example, institute
It states human face recognition model and is set as encrypted state, the terminal device device is sent to from the sending module 204, within 30 minutes
It can access or read and write, after 30 minutes, then encryption lock, can not be accessed or read and write.
The receiving module 201 is also used to receive the recognition result that the terminal device is sent.
The confirmation module 202, be also used to when recognition result be by when, confirm that the authentication result of the safety certification is
Pass through.
Specifically, then the terminal device is transferred and is taken the photograph after to the control command that the control module 205 is sent is received
As unit is shot to obtain the facial image of user, then further according to the human face recognition model to the facial image into
Row identification.It, can also be by institute after the terminal device is identified according to facial image of the human face recognition model to shooting
It states face recognition result and feeds back to the server 1.The receiving module 201 receives the identification knot that the terminal device is sent
Fruit, when the recognition result be by when, the confirmation module 202 then confirm the safety certification authentication result be pass through.
It will be recalled from above that the server 1 can receive safety certification request that user is sent by terminal device it
Afterwards, it whether legal verifies the terminal device, and will have with the terminal device when the terminal device is legal and be associated with
The human face recognition model of system is sent to the terminal device and is used for recognition of face, the identification knot that then receiving terminal apparatus returns
Fruit confirms that the safety certification of the user passes through when recognition result passes through.Therefore, by faceform be sent to terminal device into
Row identification certification can improve recognition efficiency, while ensure that safety with lower transmission bandwidth demand.
In addition, the present invention also proposes a kind of safety certifying method based on recognition of face, the method is applied to server
1。
As shown in fig.3, being the flow diagram of one embodiment of safety certifying method the present invention is based on recognition of face.?
In the present embodiment, the execution sequence of the step in flow chart shown in Fig. 3 be can change according to different requirements, certain steps
It can be omitted.
Step S500 receives the safety certification request that user is sent by terminal device.
Specifically, when user logs in, or some rights of execution of request are prescribed a time limit, it will usually be required to carry out identity
Certification.In the present embodiment, when user is authenticated by terminal device to 1 requests identity information of server, safety can be sent first
Certification request is to the server 1.Therefore, the server 1 can receive the safety certification that user is sent by terminal device
Request, wherein the terminal device includes mobile terminal, mobile phone, user equipment, mobile phone and portable equipment, vehicle, the end PC
Deng.
Certainly, in the present embodiment, before receiving the safety certification request that user is sent by terminal device, the clothes
Business device 1 can also receive the registration request that user is sent by initial terminal equipment, then obtain setting for the initial terminal equipment
The user password of standby information, the facial image sample of the user and the user preset.Then, 1 basis of server
The registion time that facility information, the user password and the user of the initial terminal equipment send registration request generates
The EIC equipment identification code of the initial terminal equipment saves and is sent to the initial terminal equipment.In the present embodiment, the clothes
The facial image sample can be also input to preset human face recognition model modeling by business device 1, and the use can be identified by training
The human face recognition model at family, by the human face recognition model, the EIC equipment identification code of the initial terminal equipment and the user
Identity information be associated, and the incidence relation table is saved in user's registration information list.
For example, user wants to log on by a certain financial service APP installed on mobile phone described in personal account and then access
The corresponding server 1 of APP.So, user is firstly the need of progress information registering.When user is initiated by APP to server 1
After registration request, the server 1 receives the registration request that user is sent by mobile phone, and it is opposite then to obtain the registration request
Facial image sample such as 5 facial images of the facility information for the mobile phone answered such as physical address xxxx, the user
And the user password of the user preset such as 6 bit digitals 012345.Then, the server 1 is according to the mobile phone physics
Address xxxx, the user password 012345 and the receiving module 201 receive the time of the registration request such as
20180912 generate the EIC equipment identification code of the mobile phone according to preset format.In the present embodiment, the preset format is that will infuse
Volume time, physical address, user password are sequentially overlapped constitution equipment identification code, such as 20180912xxxx012345.Last institute
It states server 1 and the EIC equipment identification code is returned into mobile phone, under storage to cell phone application catalogue.
In addition, the facial image sample for 5 users that the server 1 can also will acquire is input to preset people
The modeling of face identification model, trains the human face recognition model that can identify the user.In the present embodiment, the recognition of face
Model modeling is the collection of programs for recognition of face formed according to existing face recognition technology, for example, using based on mind
Face recognition technology through network, the perhaps face recognition technology based on wavelet moment or the recognition of face based on fractal characteristic
Technology carries out human face recognition model modeling.Then, using the facial image sample of 5 users to the human face recognition model
Modeling is trained, to obtain to identify the human face recognition model of the facial image of the user.Wherein, described to train
Journey is common technology, and which is not described herein again.Moreover, in other embodiments, can also be carried out according to other face recognition technologies
Human face recognition model modeling, here with no restrictions.After obtaining the human face recognition model, the server 1 is by the people
The identity information such as account of face identification model, the EIC equipment identification code of the initial terminal equipment and the user is closed
Connection, and the incidence relation table is saved in user's registration information list.
Step S502 confirms whether the terminal device is legal.
Specifically, in the present embodiment, the server 1 confirms the terminal device whether legal process includes: to obtain
The EIC equipment identification code is compared by the EIC equipment identification code for taking the terminal device with the user's registration information list, when
When the EIC equipment identification code is present in the user's registration information list and has incidence relation with the user, the end is confirmed
End equipment is legal, that is to say, that the terminal device is initial registration equipment, i.e. initial terminal equipment.Such as: AYong Hutong
The APP crossed on M mobile phone is registered to the server 1, then the server 1 by the EIC equipment identification code of generation such as
20180912xxxx012345 is sent to M mobile phone；It is described when party A-subscriber logs on again by the APP of M mobile phone the account of party A-subscriber
Server 1 obtain first M mobile phone storage EIC equipment identification code 20180912xxxx012345, then with the server 1 itself
All devices identification code in the user's registration information list of storage is compared, and works as EIC equipment identification code
20180912xxxx012345 is present in the user's registration information list, and the identity information of party A-subscriber such as account is also deposited
Be the user's registration information list and with the EIC equipment identification code in the user's registration information list
20180912xxxx012345 has incidence relation, then confirmation M mobile phone is legal.
Step S504, after confirming that the terminal device is legal, obtaining has incidence relation with the terminal device
Face knowledge model is sent to the terminal device, controls the terminal device shooting facial image by human face recognition model
And the facial image is identified according to the human face recognition model.
It specifically, then can be according to the EIC equipment identification code after server 1 confirms that the terminal device is legal
The human face recognition model that there is incidence relation with the EIC equipment identification code is found out in user information list, then by the people
Face identification model is sent to the terminal device, then, the server 1 control terminal device shooting facial image and
The facial image is identified according to the human face recognition model.In the present embodiment, the server 1 is by sending control
System order controls the terminal device to the terminal device and calls camera unit to shoot facial image and according to the people
Face identification model identifies the facial image of shooting.In addition, the human face recognition model that the server 1 is sent is set as adding
Close state and have timeliness.For example, the human face recognition model is set as encrypted state, institute is sent to from the server 1
Terminal device device is stated, can access or read and write within 30 minutes, after 30 minutes, then encryption lock can not be by
Access or read-write.
Step S506 receives the recognition result that the terminal device is sent, when recognition result be by when, confirm the peace
The authentication result authenticated entirely is to pass through.
Specifically, then it is single to transfer camera shooting after to the control command that the server 1 is sent is received for the terminal device
Member is shot to obtain the facial image of user, is then known further according to the human face recognition model to the facial image
Not.It, can also be by the people after the terminal device is identified according to facial image of the human face recognition model to shooting
Face recognition result feeds back to the server 1.The server 1 receives the recognition result that the terminal device is sent, when described
Recognition result be by when, then confirm the safety certification authentication result be pass through.
The safety certifying method based on recognition of face that the present embodiment is proposed can pass through terminal device receiving user
After the safety certification request of transmission, whether legal the terminal device is verified, and will be with institute when the terminal device is legal
It states terminal device and is sent to the terminal device for recognition of face with the human face recognition model of incidence relation, then receive eventually
The recognition result that end equipment returns, confirms that the safety certification of the user passes through when recognition result passes through.Therefore, by face mould
Type is sent to terminal device and carries out identification certification, can improve recognition efficiency, while ensure that safety with lower transmission bandwidth demand
Property.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, computer, clothes
Business device, air conditioner or the network equipment etc.) execute method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of safety certifying method based on recognition of face is applied to server, which is characterized in that the method includes steps
It is rapid:
Receive the safety certification request that user is sent by terminal device；
Confirm whether the terminal device is legal；
After confirming that the terminal device is legal, the human face recognition model that there is incidence relation with the terminal device is obtained,
And face knowledge model is sent to the terminal device；
It controls the terminal device shooting facial image and the facial image is known according to the human face recognition model
Not；
Receive the recognition result that the terminal device is sent, when recognition result be by when, confirm the certification of the safety certification
It as a result is to pass through.
2. as described in claim 1 based on the safety certifying method of recognition of face, which is characterized in that " receive user described
Before the step of safety certification request sent by terminal device ", further comprise the steps of:
Receive the registration request that user is sent by initial terminal equipment；
Obtain the use of the facility information of the initial terminal equipment, the facial image sample of the user and the user preset
The registered permanent residence enables；
It is generated according to the registion time that the facility information, the user password and the user send registration request described first
Always the EIC equipment identification code of end equipment saves and is sent to the initial terminal equipment.
3. as claimed in claim 2 based on the safety certifying method of recognition of face, which is characterized in that the method also includes steps
It is rapid:
The facial image sample is input to preset human face recognition model modeling, trains the people that can identify the user
Face identification model；
The identity information of the human face recognition model, the EIC equipment identification code of the initial terminal equipment and the user is carried out
Association, and the incidence relation table is saved in user's registration information list.
4. as claimed in claim 3 based on the safety certifying method of recognition of face, which is characterized in that described " to confirm the end
Whether end equipment legal " the step of include:
Obtain the EIC equipment identification code of the terminal device；
The EIC equipment identification code is compared with the user's registration information list；
When the EIC equipment identification code is present in the user's registration information list and has incidence relation with the user, confirmation
The terminal device is legal.
5. a kind of safety certification device based on recognition of face, which is characterized in that described device includes:
Receiving module, the safety certification request sent for receiving user by terminal device；
Confirmation module, for confirming whether the terminal device is legal；
Module is obtained, for after confirming that the terminal device is legal, obtaining to have incidence relation with the terminal device
Human face recognition model；
Sending module, for face knowledge model to be sent to the terminal device；
Control module, for controlling the terminal device shooting facial image and according to the human face recognition model to the people
Face image is identified；
The receiving module is also used to receive the recognition result that the terminal device is sent；
The confirmation module, be also used to when recognition result be by when, confirm the safety certification authentication result be pass through.
6. as claimed in claim 5 based on the safety certification device of recognition of face, which is characterized in that described device further includes life
At module, in which:
The receiving module is also used to receive the registration request that user is sent by initial terminal equipment；
The acquisition module is also used to obtain the facility information of the initial terminal equipment, the facial image sample of the user
And the user password of the user preset；
The generation module, for the facility information, the user password and the user according to the initial terminal equipment
The registion time for sending registration request generates the EIC equipment identification code of the initial terminal equipment, save and be sent to it is described just always
End equipment.
7. as claimed in claim 6 based on the safety certification device of recognition of face, which is characterized in that the generation module is also used
In:
The facial image sample is input to preset human face recognition model modeling, trains the people that can identify the user
Face identification model；
The identity information of the human face recognition model, the EIC equipment identification code of the initial terminal equipment and the user is carried out
Association, and the incidence relation table is saved in user's registration information list.
8. as claimed in claim 7 based on the safety certification device of recognition of face, which is characterized in that the confirmation module is also used
In:
Obtain the EIC equipment identification code of the terminal device；
The EIC equipment identification code is compared with the user's registration information list；
When the EIC equipment identification code is present in the user's registration information list and has incidence relation with the user, confirmation
The terminal device is legal.
9. a kind of server, which is characterized in that the server includes memory, processor, and being stored on the memory can
The computer program run on the processor realizes such as claim when the computer program is executed by the processor
The step of 1-4 described in any item safety certifying methods based on recognition of face.
10. a kind of computer readable storage medium, which is characterized in that the computer-readable recording medium storage has computer journey
Sequence, the computer program can be executed by least one processor, so that at least one described processor executes such as claim
The step of safety certifying method described in any one of 1-4 based on recognition of face.
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