CN106161030A

CN106161030A - Account based on image recognition registration checking is asked and registers verification method and device

Info

Publication number: CN106161030A
Application number: CN201510198494.3A
Authority: CN
Inventors: 刘小琛
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2015-04-23
Filing date: 2015-04-23
Publication date: 2016-11-23
Anticipated expiration: 2035-04-23
Also published as: CN106161030B

Abstract

The present invention relates to a kind of account registration request method based on image recognition, comprise the following steps: obtain account register instruction；Obtain the request registration of input account and with the facial image of described account relating and images of items；Generate the account registration request comprising described account and described facial image and images of items；Described account registration request is sent to server.Said method can enable the server to combine facial image and images of items and account carries out authentication, thus can overcome the problem that cannot distinguish between the similar user of appearance based on image recognition technology.Additionally, also provide for a kind of account registration request device based on image recognition, account register method based on image recognition and device, account based on image recognition checking requesting method and device and account verification method based on image recognition and device.

Description

Account based on image recognition registration checking is asked and registers verification method and device

Technical field

The present invention relates to image recognition and networking technology area, particularly relate to a kind of account based on image recognition Number registration request method and apparatus, account register method based on image recognition and device, based on image recognition Account checking requesting method and device and account verification method based on image recognition and device.

Background technology

Account is the representative of digital Age, is each for representing oneself in specific application service system Some numbers and symbols sequences.Application service system distinguishes user with account, provides individual character for each user Change service, and user profile is carried out with account corresponding storage.

The owner whether user that operates is current account, system is carried out with the identity of current account in order to verify Need account is carried out authentication.Generally system is that account is provided with authentication item, and user is in registration account Inputting the raw information of authentication item during number, system stores the former of the authentication item of the account of registration Beginning information.And when needs carry out authentication to account, system obtains the authentication of active user's input Information, and check this information raw information whether with the authentication item of account to match, the most then The owner that active user is account is described.

At present, general method is as authentication item using user cipher.System needs account is carried out body During part checking, obtain the user cipher of active user's input, and check whether this user cipher is registered with account Time input original user code matches.

In order to prevent user cipher from being cracked easily, system often requires that the complex user of user setup is close Code, and the user cipher of complexity is easily forgotten by user, thus cause user operation inconvenience.

Along with the development of face recognition technology, facial image is by the authentication item as account.User registers During account, shooting the facial image of oneself, the facial image of system storage user's shooting is as request The raw information of the authentication item of the account of registration.And account is being carried out in authentication process itself, system Obtain the facial image of active user's captured in real-time, and provide when checking this facial image whether to register with account Original facial image match.

Although said method can effectively prevent because user cipher forget or be stolen and the user operation that causes not Just, but then may cannot be carried out distinguishing for user's (such as twins etc.) that appearance is closely similar.And And, some disabled users be also possible to oneself to be dressed up by specially good effect make-up technique with another user's looks, Thus pretend to be another user.

Summary of the invention

Based on this, it is necessary to the problem that cannot be distinguished by the similar user of appearance for said method, it is provided that a kind of Account registration request method and apparatus based on image recognition；

Additionally, there is a need to provide a kind of account register method based on image recognition and device；

And, there is a need to provide a kind of account based on image recognition checking requesting method and device；

And, there is a need to provide a kind of account verification method based on image recognition and device.

A kind of account registration request method based on image recognition, comprises the following steps:

Obtain account register instruction；

Obtain the request registration of input account and with the facial image of described account relating and images of items；

Generate the account registration request comprising described account and described facial image and images of items；

Described account registration request is sent to server, to ask account described in described server registration and to deposit Store up described facial image and authentication item that images of items is described account.

A kind of account register method based on image recognition, comprises the following steps:

Receive account registration request, account registration request comprises the account of request registration and closes with this account The facial image of connection and images of items；

Extract the account in described account registration request and facial image and images of items；

Register described account, and store described facial image and authentication that images of items is described account ?.

A kind of account based on image recognition checking requesting method, comprises the following steps:

Obtain account checking instruction；

Obtain the account of requests verification, and obtain the facial image with described account relating and the article of input Image；

Generate the account checking request comprising described account and described facial image and images of items；

The checking request of described account is sent to server, asking described server by described facial image and Images of items carries out authentication as the authentication item of described account to described account.

A kind of account verification method based on image recognition, comprises the following steps:

Receive account checking request, the checking request of described account comprises the account of requests verification and with described The facial image of account relating and images of items；

Extract the account in the checking request of described account and facial image and images of items；

Inquire about the facial image as authentication item and images of items associated in advance with described account；

Facial image that checking is extracted and the facial image whether images of items obtains with inquiry and images of items phase Coupling；

If facial image and images of items that the facial image extracted and images of items obtain with inquiry match, Then generate account and be verified result.

A kind of account registration request device based on image recognition, including:

Register instruction acquisition module, is used for obtaining account register instruction；

Log-on message acquisition module, for obtain input request registration account and with described account relating Facial image and images of items；

Registration request generation module, comprises described account and described facial image and images of items for generating Account registration request；

Registration request sending module, for described account registration request is sent to server, described with request Account described in server registration also stores described facial image and authentication that images of items is described account ?.

A kind of account register device based on image recognition, including:

Registration request receiver module, is used for receiving account registration request, comprises request note in account registration request The account of volume and with the facial image of this account relating and images of items；

Log-on message extraction module, for extract the account in described account registration request and facial image and Images of items；

Registering modules, is used for registering described account, and stores described facial image and images of items is described The authentication item of account.

A kind of account based on image recognition checking request unit, including:

Checking instruction acquisition module, is used for obtaining account checking instruction；

Checking data obtaining module is for obtaining the account of requests verification and that obtain input with described account Number association facial image and images of items；

Checking request generation module, comprises described account and described facial image and images of items for generating Account checking request；

Checking request sending module, for the checking request of described account is sent to server, described with request Described account is carried out by server by described facial image and images of items as the authentication item of described account Authentication.

A kind of account based on image recognition checking device, including:

Checking request receiver module, is used for receiving account checking request, and comprising in the checking request of described account please Ask checking account and with the facial image of described account relating and images of items；

Checking information extraction modules, for extract described account checking request in account and facial image and Images of items；

Enquiry module, for the facial image as authentication item that associates in advance with described account of inquiry and Images of items；

Authentication module, the face the figure whether facial image and images of items for verifying extraction obtains with inquiry Picture and images of items match；

Result-generation module, if the facial image obtained with inquiry for the facial image extracted and images of items Match with images of items, then generate account and be verified result.

Above-mentioned account registration request method and apparatus based on image recognition, obtains the account of the request registration of input Number and with the facial image of account relating and images of items, generate and comprise account and facial image and article The account registration request of image, is sent to server by account registration request, registers this account with request server Number and storage facial image and authentication item that images of items is account, server can be in conjunction with facial image With images of items, account is carried out authentication, not only can avoid because user cipher is forgotten or is stolen and causes User operation inconvenience, the user similar even for appearance also can be made a distinction by images of items, gram Take the problem that cannot distinguish between the similar user of appearance based on image recognition technology.

Above-mentioned account register method based on image recognition and device, the account registration request of reception, account is noted Volume request comprises request registration account and with the facial image of this account relating and images of items, from account Number registration request extracts account and facial image and images of items, registers this account, and storage face Image and the authentication item that images of items is account, carried out account for combining facial image and images of items Authentication provides the foundation, thus can avoid the user operation caused because user cipher is forgotten or is stolen Inconvenience, and also can be made a distinction by images of items for the user that appearance is similar, can overcome based on figure The problem that cannot distinguish between the similar user of appearance as identification technology.

Above-mentioned account based on image recognition checking requesting method and device, obtain requests verification account and With facial image and the images of items of account relating, generate and comprise account and facial image and images of items By account, account checking request, verifies that request is sent to server, with request server by facial image and thing Product image carries out authentication as the authentication item of account to account；Thus server can be in conjunction with face figure Picture and images of items carry out authentication to account, can avoid causing because user cipher is forgotten or is stolen User operation inconvenience, and also can be made a distinction by images of items for the user that appearance is similar, can gram The problem that clothes cannot distinguish between the similar user of appearance based on image recognition technology.

Above-mentioned account verification method based on image recognition and device, extract account checking request in account with And facial image and images of items, the facial image as authentication item that inquiry associates in advance with account and Facial image that whether images of items, facial image that checking is extracted and images of items obtain with inquiry and article Image matches, the most then generate account and be verified result；Said method and device combine facial image With images of items, account is carried out authentication, the use caused because user cipher is forgotten or is stolen can be avoided Family operation inconvenience, and also can be made a distinction by images of items for the user that appearance is similar, can overcome The problem that cannot distinguish between the similar user of appearance based on image recognition technology.

Accompanying drawing explanation

Figure 1A is to run account registration request method and account checking requesting method in an embodiment The part-structure block diagram of terminal；

Figure 1B is the part of the server that can run account register method and account verification method in an embodiment Structured flowchart；

Fig. 2 is the schematic flow sheet of the account registration request method based on image recognition in an embodiment；

Fig. 3 A, 3B and 3C are the user interface schematic diagram of account registration process in an embodiment；

Fig. 4 is the schematic flow sheet of the account register method based on image recognition in an embodiment；

Fig. 5 is the schematic flow sheet of the account register method based on image recognition in an embodiment；

Fig. 6 is the schematic flow sheet of account based on the image recognition checking requesting method in an embodiment；

Fig. 7 is the schematic flow sheet of the account verification method based on image recognition in an embodiment；

Fig. 8 is the schematic flow sheet of the account verification method based on image recognition in an embodiment；

Fig. 9 is terminal and server cooperative achievement account described herein registration request side in an embodiment Method, account register method, account checking requesting method and the sequential chart of account verification method；

Figure 10 is the structural representation of the account registration request device based on image recognition in an embodiment；

Figure 11 is the structural representation of the account register device based on image recognition in an embodiment；

Figure 12 is the structural representation of the account register device based on image recognition in an embodiment；

Figure 13 is the structural representation of account based on the image recognition checking request unit in an embodiment；

Figure 14 is the structural representation of account based on the image recognition checking device in an embodiment；

Figure 15 is the structural representation of account based on the image recognition checking device in an embodiment.

Detailed description of the invention

In order to make the purpose of the present invention, technical scheme and advantage clearer, below in conjunction with accompanying drawing and reality Execute example, the present invention is further elaborated.Only should be appreciated that specific embodiment described herein Only in order to explain the present invention, it is not intended to limit the present invention.

Figure 1A is to run account registration request method and the end of account checking requesting method in an embodiment The part-structure block diagram of end.This terminal can be the most accessible net such as mobile phone, notebook computer, panel computer Network and there is the terminal of camera head.As shown in Figure 1A, in one embodiment, this terminal includes passing through Processor, storage medium, camera head, network interface, display screen and the input machine that system bus connects Structure；Wherein, camera head is used for shooting facial image and images of items, and input mechanism touches according to user operation Sending out dependent instruction, relevant information is then showed user by display screen, and network interface is for carrying out with network Communication, in storage medium, storage is used for realizing account registration request method described herein and/or account checking The software instruction of requesting method, processor is coordinated the work of each parts and performs these instructions to realize the application Described account registration request method and/or account checking requesting method.It will be understood by those skilled in the art that Structure shown in Figure 1A, is only the block diagram of the part-structure relevant to the application scheme, and it is right to be not intended that The restriction of the terminal that the application scheme is applied thereon, concrete terminal can include more more than shown in figure Or less parts, or combine some parts, or there is different parts layouts.

Figure 1B is the part of the server that can run account register method and account verification method in an embodiment Structured flowchart.As shown in Figure 1B, in one embodiment, this server includes being connected by system bus Processor, storage medium, internal memory and network interface；Wherein, network interface is used for communicating with network, Internal memory is for data cached, and in storage medium, storage has operating system, data base and for realizing the application Described account register method and/or the software instruction of account verification method, the work of each parts coordinated by processor And perform these instructions to realize account register method described herein and/or account verification method.This area Those of skill will appreciate that, the structure shown in Figure 1B, be only the part-structure relevant to the application scheme Block diagram, be not intended that the restriction to the server that the application scheme is applied thereon, concrete server More or less of parts can be included than shown in figure, or combine some parts, or have different Parts are arranged.

As in figure 2 it is shown, in one embodiment, a kind of account registration request method based on image recognition, Comprise the following steps:

Step S202, obtains account register instruction.

In one embodiment, account register instruction can be triggered by registration operation.Such as, user clicks on registration Control, thus the click event registering control is triggered, this click event can produce account register instruction.

Step S204, obtain the request registration of input account and with the facial image of account relating and article Image.

In one embodiment, images of items can be headwear, glasses, key, pen, wallet, scarf, The image of the arbitrarily article such as house pet or water tumbler.

In one embodiment, after step S202, above-mentioned account registration request method based on image recognition Further comprise the steps of: displaying account register interface.

Account register interface is used for inputting account log-on message, wherein, account log-on message include account title, Facial image and images of items, account log-on message may also include password etc..

Step S204 can obtain the account asking registration and and account relating inputted by account register interface Facial image and images of items.

In one embodiment, account register interface comprises facial image shooting entrance and images of items shooting Entrance.

Wherein, facial image shooting entrance is for triggering the instruction showing facial image shooting window；Article figure As shooting entrance is for triggering the instruction showing article image taking window；Facial image shooting window is used for clapping Take the photograph facial image；Images of items shooting window is used for shooting images of items.

In one embodiment, facial image is acquired by facial image shooting window, and images of items is led to Cross images of items window to acquire.

In one embodiment, face shooting entrance is the control with click event, and its click event is used for Trigger the instruction showing facial image shooting window.Thus when facial image shooting entrance is clicked, Trigger the instruction showing facial image shooting window；Get after showing the instruction that facial image shoots window, Can show that facial image shoots window.

In one embodiment, facial image shooting window comprises the real-time display window of image and shooting is submitted to Control, wherein, the real-time display window of image is for the image that display photographic head currently absorbs in real time, shooting Submit to control for triggering the instruction preserving the image that photographic head currently absorbs.

After getting the instruction preserving the image that photographic head currently absorbs, can preserve and currently absorb the head arrived As for request register account associated by facial image.

Further, can will show in account register interface with the facial image of the account relating of request registration.

It is similar to, can be by the images of items of the input of account register interface with the account relating of request registration.

In one embodiment, also comprising registration and submit control in account register interface, control is submitted in this registration to Click event produce submit to log-on message instruction；

Further, can obtain defeated by account register interface when getting the instruction submitting log-on message to The account of the request registration entered and with the facial image of account relating and images of items.

Fig. 3 A, 3B and 3C are the user interface schematic diagram of account registration process in an embodiment.

As shown in Figure 3A, account register interface 300 comprises account input control 301, be used for inputting request The account of registration, and comprise facial image shooting entrance 302 and images of items shooting entrance 303, also comprise Control 304 is submitted in registration to.

After facial image shooting entrance 302 is clicked, as shown in Figure 3 B, can show that facial image shoots window 305；Facial image shooting window comprises the real-time display window of image 306 and control 307 is submitted in shooting to.

After shooting submits to control 307 clicked, the current head portrait 308 absorbed can be preserved for be controlled by input The facial image associated by account (i.e. asking the account of registration) of part 301 input.

As shown in Figure 3 C, further, facial image shooting window 305 can be closed, return to account registration circle Face 300, and in account register interface 300, show the facial image 308 photographed.

Further, after registration submits to control 304 clicked, step S206 can be performed.

In one embodiment, comprise facial image in account register interface locally selects entrance and article figure Picture locally select entrance.This facial image locally select entrance clicked time, facial image can be shown Selection window, obtains image that user selects as the account relating with request registration by this selection window Facial image；When the selection entrance of images of items is clicked, the selection window of images of items can be shown, pass through This selection window obtains the image of user's selection as the images of items with the account relating of request registration.

Step S206, generate the account comprising request registration and with the facial image of account relating and images of items Account registration request.

Step S208, is sent to server by account registration request, registers above-mentioned account also with request server Store above-mentioned facial image and authentication item that images of items is above-mentioned account.

As shown in Figure 4, a kind of account register method based on image recognition, comprise the following steps:

Step S402, receive account registration request, account registration request comprises request registration account and Facial image and images of items with this account relating.

Step S404, extracts the account in account registration request and facial image and images of items.

Step S406, registers above-mentioned account, and stores above-mentioned facial image and images of items is above-mentioned account Authentication item.

In one embodiment, the account of request registration can be added in registered account data storehouse.One In individual embodiment, also can store the account of request registration and the corresponding relation of other account log-on message, other Account log-on message includes the pet name, date of birth and/or hobby etc..

The authentication item of account is project or the data needing checking in account authentication process itself.

Such as, the authentication item of account can include password, facial image, images of items and/or cryptoguard Problem etc..Facial image and images of items are stored as the authentication item of the account of request registration, explanation This account is being carried out in authentication process itself, need the facial image of checking input and images of items whether with The facial image of authentication item and images of items as this account match.

In one embodiment, the authentication item of account is stored in the memory space specified (in data base Tables of data etc.) or file in.In the present embodiment, step S406 can by the account in account registration request and Facial image is corresponding with images of items to be stored in the memory space or file specified.

In one embodiment, above-mentioned account register method based on image recognition, please extracting account registration After the step of the account asked and facial image and images of items, further comprising the steps of:

Extract the face characteristic of facial image, and extract the article characteristics of images of items；

In the present embodiment, the step of storage facial image and authentication item that images of items is account includes: Storage face characteristic and the authentication item that article characteristics is account.

Fig. 5 shows that a kind of of above-described embodiment performs flow process.As it is shown in figure 5, in one embodiment, A kind of account register method based on image recognition.

Step S502, receive account registration request, account registration request comprises request registration account and Facial image and images of items with this account relating.

Step S504, extracts the account in account registration request and facial image and images of items.

In one embodiment, above-mentioned account register method based on image recognition is further comprising the steps of: right Facial image and images of items carry out preliminary treatment；Such as, gray correction, noise filtering, light benefit are carried out Repaying, histogram equalization, normalization, geometric correction, filter and the preliminary treatment such as sharpening, this is tentatively located Reason process services extracts and article characteristics is extracted in follow-up face characteristic, and recognition of face and article identification； Facial image after preliminary treatment and images of items are conducive to the extraction of face characteristic and article characteristics, with And face therein and the identification of article.

Step S506, extracts the face characteristic of facial image, and extracts the article characteristics of images of items.

In one embodiment, the visual signature of facial image, pixels statistics feature, facial image can be extracted Conversion coefficient feature and facial image algebraic characteristic etc. are as the face characteristic of facial image.

In one embodiment, the singular value feature vector of extractable product image, Harris angle point or SIFT (Scale-invariant feature transform, scale invariant feature is changed) characteristic points etc. are as images of items Article characteristics.

Step S508, registers above-mentioned account, and the account that storage face characteristic and article characteristics are request registration Number authentication item.

As shown in Figure 6, a kind of account based on image recognition checking requesting method, comprise the following steps:

Step S602, obtains account checking instruction.

In one embodiment, account checking instruction can be triggered by register.Such as, user clicks on login Control, thus the click event logging in control is triggered, this click event can produce account checking instruction.

In another embodiment, account checking instruction can be needed to carry out account by consumption operation, delivery operation etc. The sensitive operation of number authentication triggers.Such as, user clicks on payment control, pays the confirmation payment of the page Control etc. so that the click event of these controls is triggered, and these are clicked on event and produce account checking instruction.

Step S604, obtains the account of requests verification, and obtains the account relating with requests verification of input Facial image and images of items.

In one embodiment, after step S602, above-mentioned account based on image recognition checking requesting party Method further comprises the steps of: displaying account checking interface.

Account checking interface is for inputting the authentication item of account, and therefore, account checking comprises use in interface Control in input authentication item.If being currently at account to be not logged in state, account checking interface is additionally operable to The account of input requests verification, therefore, account checking also comprises the account for inputting requests verification in interface Control.

In the present embodiment, step S604 can obtain requests verification account and obtain verify interface by account The facial image of the account relating with requests verification of input and images of items.

In one embodiment, logging in if currently having account, the account that can obtain current login is that request is tested The account of card；If being currently at account to be not logged in state, the request by account checking interface input can be obtained The account of checking.

In one embodiment, account checking interface comprises facial image shooting entrance and images of items shooting Entrance.

After getting the instruction preserving the image that photographic head currently absorbs, can preserve and currently absorb the head arrived As for the facial image associated by the account of requests verification.

Further, the facial image with the account relating of requests verification can be shown in account checking interface.

It is similar to, can be by the images of items of account checking interface input with the account relating of requests verification.

Step S606, the account generating account and above-mentioned facial image and the images of items comprising requests verification is tested Card request.

By account, step S608, verifies that request is sent to server, with request server by above-mentioned facial image As the authentication item of the account of requests verification, this account is carried out authentication with images of items.

As it is shown in fig. 7, in one embodiment, a kind of account verification method based on image recognition, including Following steps:

Step S702, receive account checking request, account checking request in comprise requests verification account and Facial image and images of items with account relating.

Step S704, extracts the account in account checking request and facial image and images of items.

Step S706, inquires about the facial image as authentication item and images of items associated in advance with account.

In one embodiment, pre-with the facial image as authentication item of account relating and images of items It is first stored in the memory space specified or file；In the present embodiment, step S706 can be empty in the storage specified Between or file in search the facial image corresponding with account and images of items.

Facial image that whether step S708, facial image that checking is extracted and images of items obtain with inquiry and Images of items matches.

In one embodiment, the phase between the facial image that the facial image of extraction and inquiry obtain can be calculated Like degree, and calculate the similarity between the images of items extracted and the images of items that obtains of inquiry, if this two Similarity exceedes threshold value, then judge the facial image that extracts and the facial image that obtains with inquiry of images of items and Images of items matches.

Step S710, if the facial image extracted and the facial image that obtains with inquiry of images of items and article figure As matching, then generate account and be verified result.

Account is verified result and represents that account authentication is passed through, the behaviour carried out with the account of requests verification It is considered as the operation that account owner is carried out.

Further, account can be verified result and be sent to account checking request sender；And/or, Carry out the process being associated with account checking request；Such as, carry out what account checking request sender was asked The payment processes corresponding with account checking request；The most such as, this is returned to account checking request sender The webpage corresponding with account checking request of the side's of sending request；Etc..

In one embodiment, face characteristic and the article characteristics authentication item as account has been prestored. Wherein, face characteristic can be visual signature, pixels statistics feature, facial image conversion coefficient feature or face Image algebra feature etc.；Article characteristics can be singular value feature vector, Harris angle point or SIFT feature point etc..

In the present embodiment, after the facial image extracted during account checking is asked and images of items, people can be extracted The face characteristic of face image, and extract the article characteristics of images of items.

Specifically, the face characteristic with the authentication item as account that can extract facial image is corresponding Face characteristic, and extract images of items the article characteristics with the authentication item as account corresponding Article characteristics；Such as, the face characteristic as the authentication item of account is visual signature, then extract people The visual signature of face image, the article characteristics as the authentication item of account is singular value feature vector, then The singular value feature vector of extractable product image.

Further, step S706, S708 and S710 carry out face characteristic and the inquiry of article characteristics, test Demonstrate,prove and generate corresponding the result.

Fig. 8 shows that a kind of of above-described embodiment performs flow process.As shown in Figure 8, in one embodiment, one Plant account verification method based on image recognition, comprise the following steps:

Step S802, receive account checking request, account checking request in comprise requests verification account and Facial image and images of items with account relating.

Step S804, extracts the account in account checking request and facial image and images of items.

Step S806, extracts the face characteristic of facial image, and extracts the article characteristics of images of items.

In one embodiment, the face characteristic as authentication item associated in advance with account can be vision Feature, pixels statistics feature, facial image conversion coefficient feature or facial image algebraic characteristic etc..

In one embodiment, the article characteristics as authentication item associated in advance with account can be unusual Value tag vector, Harris angle point or SIFT feature point etc..

The face characteristic with the authentication item as account that step S806 can extract facial image is corresponding Face characteristic, and the article characteristics with the authentication item as account extracting images of items is corresponding Article characteristics.

Step S808, inquires about the face characteristic as authentication item and article characteristics associated in advance with account.

Face characteristic that whether step S810, face characteristic that checking is extracted and article characteristics obtain with inquiry and Article characteristics matches.

In one embodiment, the face characteristic of extraction can be calculated and inquire about the similarity of the face characteristic obtained, And calculate the article characteristics extracted and inquire about the similarity of the article characteristics obtained, if this two similarity is super Cross threshold value, then judge the face characteristic that extracts and the face characteristic that obtains with inquiry of article characteristics and article characteristics Match.

Step S812, if the face characteristic extracted and the face characteristic that obtains with inquiry of article characteristics and article spy Levy and match, then generate account and be verified result.

Account registration request method described herein, account register method, account checking requesting method and account Number verification method is by terminal and server cooperative achievement；It is believed that account registration request method and account are tested Card step described in requesting method is performed by terminal, and account register method and the step described in account verification method Suddenly performed by server；Wherein, account registration request method and account checking step described in requesting method can Performed by two terminals, it is possible to performed by same terminal.

Fig. 9 is terminal and server cooperative achievement account described herein registration request side in an embodiment Method, account register method, account checking requesting method and the sequential chart of account verification method.As shown in Figure 9:

(1.1) terminal obtains account register instruction

(1.2) terminal display account register interface

(1.3) terminal obtains the account asking registration and and account relating inputted by account register interface Facial image and images of items

(1.4) terminal generate the account comprising request registration and with the facial image of account relating and images of items Account registration request.

(1.5) account registration request is sent to server by terminal.

(1.6) server extracts the account in account registration request and facial image and images of items.

(1.7) server extracts the face characteristic of facial image, and extracts the article characteristics of images of items.

(1.8) server registration account, and storage face characteristic and article characteristics be the authentication of account ?.

(1.9) server returns account registering result to terminal.

(2.1) terminal obtains account checking instruction.

(2.2) terminal display account checking interface.

(2.3) terminal obtain requests verification account, and obtain by account checking interface input with please Ask facial image and the images of items of the account relating of checking.

(2.4) terminal generation comprises requests verification account and the account of above-mentioned facial image and images of items are tested Card request.

(2.5) account is verified that request is sent to server by terminal.

(2.6) server extracts the account during account checking is asked and facial image and images of items.

(2.7) server extracts the face characteristic of facial image, and extracts the article characteristics of images of items.

(2.8) server lookup associates in advance with account the face characteristic as authentication item and article are special Levy.

(2.9) server authentication is extracted face characteristic and the face characteristic whether article characteristics obtains with inquiry Match with article characteristics, the most then generate account and be verified result.

(2.10) server returns account to terminal and is verified result.

As shown in Figure 10, in one embodiment, a kind of account registration request device based on image recognition, Including register instruction acquisition module 1002, log-on message acquisition module 1004, registration request generation module 1006 With registration request sending module 1008, wherein:

Register instruction acquisition module 1002 is used for obtaining account register instruction.

Log-on message acquisition module 1004 for obtain the request registration of input account and with account relating Facial image and images of items.

In one embodiment, above-mentioned account registration request device based on image recognition, also include registering boundary Face display module (not shown), is used for showing account register interface.

Account register interface is used for inputting account log-on message, and account log-on message includes account title, face Image and images of items, account log-on message may also include password etc..

In the present embodiment, log-on message acquisition module 1004 is for obtaining by asking that account register interface inputs Ask registration account and with the facial image of account relating and images of items.

In one embodiment, face shooting entrance is the control with click event, and its click event is used for Trigger the instruction showing facial image shooting window.Thus when facial image shooting entrance is clicked, registration Data obtaining module 1004 can show that facial image shoots window.

After getting the instruction preserving the image that photographic head currently absorbs, log-on message acquisition module 1004 Can preserve the current head portrait absorbed is and the facial image associated by the account of request registration.

Further, log-on message acquisition module 1004 can be by the facial image with the account relating of request registration Display is in account register interface.

Being similar to, log-on message acquisition module 1004 can be by the account of the input of account register interface with request registration Number association images of items.

Further, log-on message acquisition module 1004 can obtain when getting the instruction submitting log-on message to Take the request registration inputted by account register interface account and with the facial image of account relating and article Image.

In one embodiment, comprise facial image in account register interface locally selects entrance and article figure Picture locally select entrance.In the present embodiment, facial image locally select entrance clicked time, registration letter Breath acquisition module 1004 can show the selection window of facial image, obtains what user selected by this selection window Image is as the facial image with the account relating of request registration；When the selection entrance of images of items is clicked, Log-on message acquisition module 1004 can show the selection window of images of items, obtains user by this selection window The image selected is as the images of items with the account relating of request registration.

Registration request generation module 1006 is for generating the account comprising request registration and the face with account relating The account registration request of image and images of items.

Registration request sending module 1008 is for being sent to server by account registration request, with request server Register above-mentioned account and store above-mentioned facial image and the images of items authentication item as above-mentioned account.

As shown in figure 11, a kind of account register device based on image recognition, including registration request receiver module 1102, log-on message extraction module 1104 and Registering modules 1106, wherein:

Registration request receiver module 1102 is used for receiving account registration request, comprises request in account registration request The account of registration and with the facial image of this account relating and images of items.

Log-on message extraction module 1104 is for extracting the account in account registration request and facial image and thing Product image.

Registering modules 1106 is used for registering above-mentioned account, and stores above-mentioned facial image and images of items is upper State the authentication item of account.

In one embodiment, Registering modules 1106 can add the account of request registration to registered account number According in storehouse.In one embodiment, Registering modules 1106 also can store account and other account of request registration The corresponding relation of log-on message, other account log-on message includes the pet name, date of birth and/or hobby etc. Deng.

In one embodiment, the authentication item of account is stored in the memory space specified (in data base Tables of data etc.) or file in.In the present embodiment, Registering modules 1106 can be by the account in account registration request And facial image is corresponding with images of items is stored in the memory space or file specified.

As shown in figure 12, in one embodiment, above-mentioned account register device based on image recognition also includes Fisrt feature extraction module 1202, for extracting the face characteristic of facial image, and extracts images of items Article characteristics；

In the present embodiment, Registering modules 1106 is used for registering above-mentioned account, and stores face characteristic and article It is characterized as the authentication item of above-mentioned account.

In one embodiment, above-mentioned account register device based on image recognition also includes preliminary treatment module (not shown), for fisrt feature extraction module 1202 extract face characteristic and article characteristics it Before, facial image and images of items are carried out preliminary treatment；Such as, carry out gray correction, noise filtering, Light compensation, histogram equalization, normalization, geometric correction, filter and the preliminary treatment such as sharpening, should Preliminary treatment process services extracts and article characteristics is extracted in follow-up face characteristic, and recognition of face and thing Product identification；Facial image after preliminary treatment and images of items are conducive to face characteristic and article characteristics Extract, and face therein and the identification of article.

In one embodiment, fisrt feature extraction module 1202 can extract facial image visual signature, as Element statistical nature, facial image conversion coefficient feature and facial image algebraic characteristic etc. are as the people of facial image Face feature.

In one embodiment, the singular value features of fisrt feature extraction module 1202 extractable product image to Amount, Harris angle point or SIFT (Scale-invariant feature transform, scale invariant feature is changed) Characteristic points etc. are as the article characteristics of images of items.

As shown in figure 13, a kind of account based on image recognition checking request unit, obtain including checking instruction Module 1302, checking data obtaining module 1304, checking request generation module 1306 and checking request send Module 1308, wherein:

Checking instruction acquisition module 1302 is used for obtaining account checking instruction.

Checking data obtaining module 1304 for obtaining the account of requests verification, and obtain input with request The facial image of the account relating of checking and images of items.

In one embodiment, above-mentioned account based on image recognition checking request unit also includes verifying interface Display module (not shown), is used for showing that account verifies interface.

In the present embodiment, checking data obtaining module 1304 is for obtaining the account of requests verification, and obtains By facial image and the images of items of the account relating with requests verification of account checking interface input.

In one embodiment, logging in if currently having account, checking data obtaining module 1304 can obtain works as The account of front login is the account of requests verification；If being currently at account to be not logged in state, verify acquisition of information Module 1304 can obtain the account of the requests verification by account checking interface input.

In one embodiment, face shooting entrance is the control with click event, and its click event is used for Trigger the instruction showing facial image shooting window.Thus when facial image shooting entrance is clicked, checking Data obtaining module 1304 can show that facial image shoots window.

After getting the instruction preserving the image that photographic head currently absorbs, verify data obtaining module 1304 Can preserve the current head portrait absorbed is and the facial image associated by the account of requests verification.

Further, checking data obtaining module 1304 can be by the facial image with the account relating of requests verification Show in account checking interface.

Being similar to, checking data obtaining module 1304 can be by the account of account checking interface input with requests verification Number association images of items.

In one embodiment, also comprising checking and submit control in account checking interface, control is submitted in this checking to Click event produce submit to checking information instruction；

Further, checking data obtaining module 1304 can obtain when getting the instruction submitting checking information to Take requests verification by account checking interface input account and with the facial image of account relating and article Image.

Checking request generation module 1306 is for generating the account and above-mentioned facial image and thing comprising requests verification The account checking request of product image.

By account, checking request sending module 1308 is for verifying that request is sent to server, with request server Above-mentioned facial image and images of items are carried out body as the authentication item of the account of requests verification to this account Part checking.

As shown in figure 14, in one embodiment, a kind of account based on image recognition checking device, including Checking request receiver module 1402, checking information extraction modules 1404, enquiry module 1406, authentication module 1408 and result-generation module 1410, wherein:

Checking request receiver module 1402 is used for receiving account checking request, comprises request in account checking request The account of checking and with the facial image of account relating and images of items.

Checking information extraction modules 1404 is for extracting the account in account checking request and facial image and thing Product image.

Enquiry module 1406 is for inquiring about the facial image as authentication item and thing associated in advance with account Product image.

In one embodiment, pre-with the facial image as authentication item of account relating and images of items It is first stored in the memory space specified or file；In the present embodiment, enquiry module 1406 can be depositing of specifying Storage space or file are searched the facial image corresponding with account and images of items.

The face whether authentication module 1408 obtains with inquiry for the facial image and images of items verifying extraction Image and images of items match.

In one embodiment, authentication module 1408 can calculate the face that the facial image of extraction obtains with inquiry Similarity between image, and calculate the phase between the images of items that images of items and the inquiry extracted obtains Like degree, if this two similarity exceedes threshold value, then judge that the facial image extracted and images of items obtain with inquiry Facial image and images of items match.

If the face figure that result-generation module 1410 obtains with inquiry for the facial image extracted and images of items Picture and images of items match, then generate account and be verified result.

Further, account can be verified result and be sent to account checking request by result-generation module 1410 Sender；And/or, carry out the process being associated with account checking request；Such as, account checking is carried out The payment processes corresponding with account checking request that request sender is asked；The most such as, verify to account Request sender returns the webpage corresponding with account checking request of this sender request；Etc..

In one embodiment, above-mentioned account based on image recognition checking device also includes memory module (figure Not shown in), for storing face characteristic and the article characteristics of the authentication item as account.Wherein, people Face feature can be visual signature, pixels statistics feature, facial image conversion coefficient feature or facial image algebraically Feature etc.；Article characteristics can be singular value feature vector, Harris angle point or SIFT feature point etc..

As shown in figure 15, in one embodiment, above-mentioned account based on image recognition checking device also includes Second feature extraction module 1502, in extracting account checking request in checking information extraction modules 1404 After facial image and images of items, extract the face characteristic of facial image, and extract the article of images of items Feature.

Specifically, second feature extraction module 1502 can extract testing with the identity as account of facial image Demonstrate,prove the face characteristic that the face characteristic of item is corresponding, and extract testing with the identity as account of images of items Demonstrate,prove the article characteristics that the article characteristics of item is corresponding；Such as, as the face characteristic of authentication item of account For visual signature, then extract the visual signature of facial image, as the article characteristics of the authentication item of account For singular value feature vector, the then singular value feature vector of extractable product image.

In the present embodiment, enquiry module 1406 for inquiry associate in advance with account as authentication item Face characteristic and article characteristics.

The face whether authentication module 1408 obtains with inquiry for the face characteristic and article characteristics verifying extraction Feature and article characteristics match.

In one embodiment, authentication module 1408 can calculate the face characteristic of extraction and inquire about the face obtained The similarity of feature, and calculate the article characteristics extracted and inquire about the similarity of the article characteristics obtained, if This two similarity is above threshold value, then judge the face that the face characteristic extracted and article characteristics obtain with inquiry Feature and article characteristics match.

If result-generation module 1410 is special with the face that inquiry obtains for the face characteristic extracted and article characteristics Article characteristics of seeking peace matches, then generate account and be verified result.

Above-mentioned account registration request method and apparatus based on image recognition, obtains defeated by account register interface The account of the request registration entered and with the facial image of account relating and images of items, generate comprise account with And the account registration request of facial image and images of items, account registration request is sent to server, to ask Ask this account of server registration and storage facial image and authentication item that images of items is account, service Device can carry out authentication in conjunction with facial image and images of items to account, not only can avoid because of user cipher Forgeing or the user operation caused that is stolen is inconvenient, the user similar even for appearance also can pass through article figure As making a distinction, overcome the problem that cannot distinguish between the similar user of appearance based on image recognition technology.

It is appreciated that term as used herein " fisrt feature extraction module " and " second feature extracts mould Block " it is only used for distinguishing a characteristic extracting module with another characteristic extracting module, can be by fisrt feature Extraction module is referred to as second feature extraction module, and similarly, it is possible to second feature extraction module is referred to as One characteristic extracting module.

Each technical characteristic of embodiment described above can combine arbitrarily, for making description succinct, the most right The all possible combination of each technical characteristic in above-described embodiment is all described, but, if these skills There is not contradiction in the combination of art feature, is all considered to be the scope that this specification is recorded.

Embodiment described above only have expressed the several embodiments of the present invention, and it describes more concrete and detailed, But can not therefore be construed as limiting the scope of the patent.It should be pointed out that, for this area For those of ordinary skill, without departing from the inventive concept of the premise, it is also possible to make some deformation and change Entering, these broadly fall into protection scope of the present invention.Therefore, the protection domain of patent of the present invention should be with appended power Profit requires to be as the criterion.

Claims

1. an account registration request method based on image recognition, comprises the following steps:

Obtain account register instruction；

Account registration request method based on image recognition the most according to claim 1, it is characterised in that After obtaining the step of account register instruction, further comprising the steps of: to show account register interface；

The account of the described request registration obtaining input and with the facial image of described account relating and article figure The step of picture includes: obtain the account registered by the request of described account register interface input and with described The facial image of account relating and images of items.

Account registration request method based on image recognition the most according to claim 2, it is characterised in that Described account register interface comprises facial image shooting entrance and images of items shooting entrance；

Described facial image shooting entrance is for triggering the instruction showing facial image shooting window；

Described images of items shooting entrance is for triggering the instruction showing article image taking window；

Described facial image is acquired by described facial image shooting window, and described images of items passes through institute State images of items window to acquire.

4. an account register method based on image recognition, comprises the following steps:

Account register method based on image recognition the most according to claim 4, it is characterised in that institute After stating the step of account and facial image and the images of items extracted in described account registration request, also wrap Include following steps:

Extract the face characteristic of described facial image, and extract the article characteristics of described images of items；

Register described account, and store described facial image and authentication that images of items is described account Step include: store described face characteristic and authentication item that article characteristics is described account.

6. account based on an image recognition checking requesting method, comprises the following steps:

Obtain account checking instruction；

Account based on image recognition the most according to claim 6 checking requesting method, it is characterised in that After obtaining the step of account checking instruction, further comprising the steps of: to show account checking interface；

Described acquisition includes with the facial image of described account relating and the step of images of items: obtains and passes through account Number checking interface input the facial image with described account relating and images of items.

Account based on image recognition the most according to claim 7 checking requesting method, it is characterised in that Described account checking interface comprises facial image shooting entrance and images of items shooting entrance；

9. an account verification method based on image recognition, comprises the following steps:

Account verification method based on image recognition the most according to claim 9, it is characterised in that After extracting the account in the checking request of described account and facial image and images of items, extract described face The face characteristic of image, and extract the article characteristics of described images of items；

Inquire about the face characteristic as authentication item and article characteristics associated in advance with described account；

Face characteristic that checking is extracted and the face characteristic whether article characteristics obtains with inquiry and article characteristics phase Coupling；

If face characteristic and article characteristics that the face characteristic extracted and article characteristics obtain with inquiry match, Then generate account and be verified result.

11. 1 kinds of account registration request devices based on image recognition, it is characterised in that including:

12. 1 kinds of account register devices based on image recognition, it is characterised in that including:

13. 1 kinds of account based on image recognition checking request units, it is characterised in that including:

14. 1 kinds of account based on image recognition checking devices, it is characterised in that including: