CN105335640A - Method and device for identification authentication, and terminal - Google Patents
Method and device for identification authentication, and terminal Download PDFInfo
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- CN105335640A CN105335640A CN201510641691.8A CN201510641691A CN105335640A CN 105335640 A CN105335640 A CN 105335640A CN 201510641691 A CN201510641691 A CN 201510641691A CN 105335640 A CN105335640 A CN 105335640A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
- G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/18—Eye characteristics, e.g. of the iris
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Abstract
Embodiments of the invention disclose a method for identification authentication. The method comprises: when a biological recognition authentication event is detected, playing an authentication image; extracting reflected image features of a biological eyeball shot in the present biological recognition authentication event; if the extracted reflected image features are consistent in comparison with authentication image features, performing biological recognition authentication processing. An embodiment of the invention also discloses a device for identification authentication, and a terminal. Applying the embodiments can improve security and reliability of identification authentication.
Description
Technical field
The present invention relates to Computer Applied Technology field, particularly relate to a kind of method, device and the terminal that identify certification.
Background technology
After fingerprint recognition, the biological identification technology focusing on eyes becomes again the heat handful technology of terminal identity identification and certification.In prior art, when user has no perception, user's sclera/iris image can be got.If malicious user gets user's sclera/iris image, and carry out analysis and forge, the easy like this entanglement causing user identity identification, user's sclera/iris recognition certification unreliable.
Summary of the invention
Embodiment of the present invention technical matters to be solved is, provides a kind of method, device and the terminal that identify certification, effectively can improve the safety and reliability identifying certification.
Embodiments provide a kind of method identifying certification, described method comprises:
When biometric authentication event being detected, play checking image;
Extract the reflected image feature of the biological eyeball photographed in current biological certification identification event;
If the described reflected image feature extracted is consistent with the comparison of checking image feature, then carry out biometric authentication process.
Correspondingly, the embodiment of the present invention additionally provides a kind of device identifying certification, and described device comprises:
Playing module, for when biometric authentication event being detected, plays checking image;
Extraction module, for extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event;
Comparing module, compares with checking image feature for the described reflected image feature extracted by described extraction module, judges whether consistent;
Identify authentication module, if be that comparison is consistent for the comparison result of described comparing module, then carry out biometric authentication process.
Correspondingly, the embodiment of the present invention additionally provides a kind of mobile terminal, and described terminal comprises: playing module, detection module and identification authentication module.
Described playing module is the playing module in said apparatus, repeats no more here;
Described detection module is the detection module in said apparatus, repeats no more here;
Described identification authentication module is the identification authentication module in said apparatus, repeats no more here.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
Fig. 1 is the schematic flow sheet of a kind of identification authentication method in the embodiment of the present invention;
Fig. 2 is the schematic flow sheet of the identification authentication method in another embodiment of the present invention;
Fig. 3 is a kind of structural representation identifying authenticate device in the embodiment of the present invention;
Fig. 4 is a kind of structural representation identifying authenticate device in another embodiment of the present invention;
Fig. 5 is the structural representation of a kind of mobile terminal in the embodiment of the present invention;
Fig. 6 is the structural representation of a kind of mobile terminal in another embodiment of the present invention.
Embodiment
The present invention program is understood better in order to make those skilled in the art person, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
Term " first ", " second " etc. in instructions of the present invention and claims and above-mentioned accompanying drawing are for distinguishing different object, instead of for describing particular order.In addition, term " comprises " and " having " and their any distortion, and intention is to cover not exclusive comprising.Such as contain the process of series of steps or unit, method, system, product or equipment and be not defined in the step or unit listed, but also comprise the step or unit do not listed alternatively, or also comprise alternatively for other intrinsic steps of these processes, method, product or equipment or unit.
Mention that " embodiment " means in this article, the special characteristic in conjunction with the embodiments described, structure or characteristic can comprise at least one embodiment of the present invention.Each position in the description occurs that this phrase might not all refer to identical embodiment, neither with other embodiment mutual exclusion independently or alternative embodiment.Those skilled in the art's explicitly and implicitly understanding, embodiment described herein can combine with other embodiment.
The system of the terminal described in the embodiment of the present invention refers to the operating system of equipment, can include but not limited to: android system, Windows system, IOS (Mobile operating system of Apple's exploitation) etc., the embodiment of the present invention does not specifically limit.
Above-mentioned terminal can be any equipment possessing communication and memory function, such as: panel computer, mobile phone, electronic reader, telepilot, personal computer (PersonalComputer, PC), notebook computer, mobile unit, Web TV, wearable device etc. have the equipment of volume key.
Fig. 1 is the schematic flow sheet of a kind of identification authentication method in the embodiment of the present invention, and the identification authentication method as shown in the figure in the present embodiment can comprise:
S101, when biometric authentication event being detected, play checking image.
In the embodiment of the present invention, when biometric authentication event being detected, communication terminal shuffle can be verified image or plays checking image according to preset order.One or more image that user selects can be predisposed to checking image by described communication terminal; Described communication terminal can extract the feature verifying image described in each, as checking image feature, and is joined with the corresponding described checking correction of image by described checking image feature.
In specific implementation, communication terminal shuffle can verify image, extracts the feature of described checking image from the checking image of described shuffle, then from the feature extracted, chooses one or more feature as checking image feature; Or one or more images that user selects by described communication terminal are set in advance as checking image, extract the feature verifying image described in each, and the feature of the one or more described checking image extracted is joined with the corresponding described checking correction of image.Described communication terminal plays checking image according to preset order, from the feature of described checking image association, chooses one or more feature as checking image feature.
The checking image that described checking image feature is play for identifying certification, can comprise the image features such as color characteristic, textural characteristics, shape facility, spatial relationship feature, the embodiment of the present invention is not construed as limiting.
Described communication terminal can comprise the internet devices such as PC, smart mobile phone (as Android phone, iOS mobile phone etc.), panel computer, palm PC, mobile internet device (MID, MobileInternetDevices) or wearable intelligent equipment.
Described biometric authentication event comprises: one or more in iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification, and the embodiment of the present invention is not construed as limiting.
It should be noted that, described communication terminal is specifically chosen the checking image of broadcasting and is chosen the number of checking image feature of broadcasting, depends on shooting, collecting and the detectability of described communication terminal.Wherein, the checking image that described communication terminal is chosen is more, and frame number is more, and the checking image feature of broadcasting is more, and so the accuracy of biological living detection is also higher.
The reflected image feature of the biological eyeball photographed in S102, extraction current biological certification identification event.
In the embodiment of the present invention, communication terminal, after S101 plays checking image, can trigger and open the biological epibulbar reflected image of camera shooting, collecting, and extract the reflected image feature of the biological eyeball photographed.
Wherein, described reflected image feature is for identifying certification reflected image, and can comprise the image features such as color characteristic, textural characteristics, shape facility, spatial relationship feature, the embodiment of the present invention is not construed as limiting.
If the described reflected image feature that S103 extracts is consistent with the comparison of checking image feature, then carry out biometric authentication process.
In specific implementation, the described reflected image feature that S102 can extract by communication terminal carries out similarity comparison with checking image feature, if similarity exceedes predetermined threshold value, then carries out biometric authentication process; If similarity is no more than predetermined threshold value, then execute exception alarm.
Wherein, described biometric authentication process can be iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification etc., and also can be other identification authentication method, the embodiment of the present invention be not construed as limiting.
Described abnormality alarming, a prompting message for pointing out the described reflected image feature extracted inconsistent with the comparison of checking image feature can be sent for described communication terminal, or described communication terminal sends one for pointing out the prompting message identifying authentification failure.
It should be noted that, the shooting, collecting of described communication terminal and detectability difference, the similarity of feature also can be different, and correspondingly, the predetermined threshold value of similarity also can adjust according to actual conditions.Such as, for the collection of some cameras and the more weak communication terminal of detectability, need to lower predetermined threshold value to 80%, ensure that the similarity of described reflected image feature and the checking image feature extracted is more than 80%, described communication terminal just can perform biometric authentication process.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
Fig. 2 is the schematic flow sheet of the identification authentication method in another embodiment of the present invention, and the identification authentication method as shown in the figure in the present embodiment can comprise:
S201, by user select one or more image be predisposed to checking image.
In the embodiment of the present invention, one or more images that user selects can be set in advance as checking image by communication terminal.
S202, extract the feature verifying image described in each, as checking image feature, and described checking image feature is joined with the corresponding described checking correction of image.
In the embodiment of the present invention, communication terminal extracts the feature of each preset described checking image in S201, as checking image feature, and is joined with the corresponding described checking correction of image by described checking image feature.
S203, when biometric authentication event being detected, shuffle checking image or according to preset order play checking image.
In the embodiment of the present invention, when biometric authentication event being detected, communication terminal shuffle can be verified image or plays checking image according to preset order.
In specific implementation, when biometric authentication event being detected, communication terminal shuffle can verify image, extracts the feature of described checking image from the checking image of described shuffle, then from the feature extracted, chooses one or more feature as checking image feature; Or communication terminal can play checking image according to preset order, from the feature of described checking image association, choose one or more feature as checking image feature.
Described communication terminal can comprise the internet devices such as PC, smart mobile phone (as Android phone, iOS mobile phone etc.), panel computer, palm PC, mobile internet device (MID, MobileInternetDevices) or wearable intelligent equipment.
Described biometric authentication event comprises: one or more in iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification, and the embodiment of the present invention is not construed as limiting.
The checking image that described checking image feature is play for identifying certification, can comprise the image features such as color characteristic, textural characteristics, shape facility, spatial relationship feature, the embodiment of the present invention is not construed as limiting.
It should be noted that, described communication terminal is specifically chosen the checking image of broadcasting and is chosen the number of checking image feature of broadcasting, depends on shooting, collecting and the detectability of described communication terminal.Wherein, the checking image of the broadcasting that described communication terminal is chosen is more, and frame number is more, and the checking image feature of broadcasting is more, and so the accuracy of biological living detection is also higher.
The reflected image feature of the biological eyeball photographed in S204, extraction current biological certification identification event.
In the embodiment of the present invention, communication terminal, after S203 plays checking image, can trigger and open the biological epibulbar reflected image of camera shooting, collecting, and extract the reflected image feature of the biological eyeball photographed.
Wherein, described reflected image feature is for identifying certification reflected image, and can comprise the image features such as color characteristic, textural characteristics, shape facility, spatial relationship feature, the embodiment of the present invention is not construed as limiting.
S205, the described reflected image feature extracted and checking image feature to be compared, judge whether consistent.
In the embodiment of the present invention, communication terminal, by contrasting with the checking image feature of described checking image association of extracting in the described reflected image feature extracted in S204 and S202, judges whether consistent; If it is consistent that judged result is comparison, then perform S206; If judged result is that comparison is inconsistent, then perform S207.
In specific implementation, whether what communication terminal can judge to extract in the described reflected image feature extracted in S204 and S202 exceedes predetermined threshold value with the similarity of the checking image feature of described checking image association, if similarity exceedes predetermined threshold value, then carry out biometric authentication process; If similarity is no more than predetermined threshold value, then execute exception alarm.
If the described reflected image feature that S206 extracts is consistent with the comparison of checking image feature, then carry out biometric authentication process.
In specific implementation, if described communication terminal determine extract in the described reflected image feature and S202 extracted in S204 exceed predetermined threshold value with the similarity of the checking image feature of described checking image association, then carry out biometric authentication process.
Described biometric authentication process can be iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification etc., and also can be other identification authentication method, the embodiment of the present invention be not construed as limiting.
If the described reflected image feature that S207 extracts is inconsistent with the comparison of checking image feature, then execute exception alarm.
In specific implementation, if described communication terminal determine extract in the described reflected image feature and S202 extracted in S204 do not exceed predetermined threshold value, then execute exception alarm with the similarity of the checking image feature of described checking image association.
Described abnormality alarming, a prompting message for pointing out the described reflected image feature extracted inconsistent with the comparison of checking image feature can be sent for described communication terminal, or described communication terminal sends one for pointing out the prompting message identifying authentification failure.
It should be noted that, the shooting, collecting of described communication terminal and detectability difference, the similarity of feature also can be different, and correspondingly, the predetermined threshold value of similarity also can adjust according to actual conditions.Such as, for the collection of some cameras and the more weak communication terminal of detectability, need to lower predetermined threshold value to 80%, ensure that the similarity of described reflected image feature and the checking image feature extracted is more than 80%, described communication terminal just can perform biometric authentication process.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
Fig. 3 is a kind of structural representation identifying authenticate device in the embodiment of the present invention, and the identification authenticate device 30 as shown in the figure in the present embodiment can comprise:
Playing module 300, for when biometric authentication event being detected, plays checking image;
Extraction module 301, for extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event;
Comparing module 302, compares with checking image feature for the described reflected image feature extracted by described extraction module 301, judges whether consistent;
Identify authentication module 303, if be that comparison is consistent for the comparison result of described comparing module 302, then carry out biometric authentication process.
In the embodiment of the present invention, when biometric authentication event being detected, playing module 300 plays checking image; Extraction module 301 triggers opens the biological epibulbar reflected image of camera shooting, collecting, and extracts the reflected image feature of the biological eyeball photographed; The described reflected image feature that described extraction module 301 extracts by comparing module 302 is compared with checking image feature; If it is consistent that the comparison result of described comparing module 302 is comparison, then carry out biometric authentication process; If the comparison result of described comparing module 302 is that comparison is inconsistent, then execute exception alarm.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
It should be noted that, the device of the identification certification that above-described embodiment provides is when carrying out identification certification, only be illustrated with the division of above-mentioned each functional module, in practical application, can distribute as required and by above-mentioned functions and be completed by different functional modules, inner structure by communication terminal is divided into different functional modules, to complete all or part of function of description.In addition, a kind of identification authentication method in the embodiment of the present invention that the device of the identification certification that above-described embodiment provides and Fig. 1 provide belongs to same design, and its specific implementation process refers to embodiment of the method, repeats no more here.
Fig. 4 is the structural representation of the another kind identification authenticate device in the embodiment of the present invention, and the identification authenticate device 40 as shown in the figure in the present embodiment can comprise:
Playing module 400, for when biometric authentication event being detected, shuffle checking image.
Extraction module 401, for extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event;
Comparing module 402, compares with checking image feature for the described reflected image feature extracted by described extraction module 401, judges whether consistent;
Identify authentication module 403, if be that comparison is consistent for the comparison result of described comparing module 402, then carry out biometric authentication process.
Alternatively,
Described playing module 400, specifically for when biometric authentication event being detected, shuffle is verified image or is play checking image according to preset order.
Alternatively, described device also comprises:
Preset module 404, is predisposed to checking image for one or more image user selected; Extracting relating module 405, for extracting the feature verifying image described in each, as checking image feature, and described checking image feature being joined with the corresponding described checking correction of image.
Alternatively, described device also comprises:
Abnormality alarming module 406, if be that comparison is inconsistent for the comparison result of described comparing module 402, then execute exception alarm.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
It should be noted that, the device of the identification certification that above-described embodiment provides is when carrying out identification certification, only be illustrated with the division of above-mentioned each functional module, in practical application, can distribute as required and by above-mentioned functions and be completed by different functional modules, inner structure by communication terminal is divided into different functional modules, to complete all or part of function of description.In addition, the identification authentication method in another embodiment of the present invention that the device of the identification certification that above-described embodiment provides and Fig. 2 provide belongs to same design, and its specific implementation process refers to embodiment of the method, repeats no more here.
For the ease of implementing the such scheme of the embodiment of the present invention better, present invention also offers for coordinating the associated terminal implementing such scheme.Below in conjunction with the structural representation of the provided by the invention a kind of mobile terminal shown in Fig. 5, be described in detail:
Mobile terminal 50 can comprise: playing module 500, extraction module 501, comparing module 502, identification authentication module 503.
Playing module 500 can be the playing module 300 in upper Fig. 3 embodiment, is not repeating here;
Extraction module 501 can be the detection module 301 in upper Fig. 3 embodiment, is not repeating here;
Comparing module 502 can be the comparing module 302 in upper Fig. 3 embodiment, is not repeating here;
Identify that authentication module 503 can be the identification authentication module 303 in upper Fig. 3 embodiment, do not repeating here.
Below in conjunction with the structural representation of a kind of mobile terminal in the another embodiment of the present invention shown in Fig. 6, be described in detail:
Mobile terminal 60 can comprise: playing module 600, extraction module 601, comparing module 602, identification authentication module 603, preset module 604, extraction relating module 605, abnormality alarming module 606.
Playing module 600 can be the playing module 400 in upper Fig. 4 embodiment, is not repeating here;
Extraction module 601 can be the extraction module 401 in upper Fig. 4 embodiment, is not repeating here;
Comparing module 602 can be the comparing module 402 in upper Fig. 4 embodiment, is not repeating here;
Identify that authentication module 603 can be the identification authentication module 403 in upper Fig. 4 embodiment, do not repeating here;
Preset module 604 can be the preset module 404 in upper Fig. 4 embodiment, is not repeating here;
Extraction relating module 605 can be the extraction relating module 405 in upper Fig. 4 embodiment, is not repeating here;
Abnormality alarming module 606 can be the abnormality alarming module 406 in upper Fig. 4 embodiment, is not repeating here.
The embodiment of the present invention is by extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event, the described reflected image feature extracted and checking image feature are compared, if comparison is consistent, then carry out biometric authentication process, effectively can identify whether certification biology is live body, improve the safety and reliability identifying certification; In addition, when implementing the embodiment of the present invention, prove that biological is live body without the need to being detected the information such as the motion of eyeball, the convergent-divergent of pupil by specific algorithm, thus decrease the complexity of operation.
One of ordinary skill in the art will appreciate that all or part of flow process realized in above-described embodiment method, that the hardware that can carry out instruction relevant by computer program has come, described program can be stored in a computer read/write memory medium, this program, when performing, can comprise the flow process of the embodiment as above-mentioned each side method.Wherein, described storage medium can be magnetic disc, CD, read-only store-memory body (Read-OnlyMemory, ROM) or random store-memory body (RandomAccessMemory, RAM) etc.
Above disclosedly be only present pre-ferred embodiments, certainly can not limit the interest field of the present invention with this, therefore according to the equivalent variations that the claims in the present invention are done, still belong to the scope that the present invention is contained.
Claims (11)
1. identify a method for certification, it is characterized in that, described method comprises:
When biometric authentication event being detected, play checking image;
Extract the reflected image feature of the biological eyeball photographed in current biological certification identification event;
If the described reflected image feature extracted is consistent with the comparison of checking image feature, then carry out biometric authentication process.
2. the method for claim 1, is characterized in that,
Described biometric authentication event comprises: one or more in iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification.
3. the method for claim 1, is characterized in that, described when biometric authentication event being detected, plays checking image, comprising:
When biometric authentication event being detected, shuffle is verified image or is play checking image according to preset order.
4. the method for claim 1, is characterized in that, before described broadcasting checking image, also comprises:
One or more image that user selects is predisposed to checking image;
Extract the feature verifying image described in each, as checking image feature, and described checking image feature is joined with the corresponding described checking correction of image.
5. the method for claim 1, is characterized in that, described method also comprises:
If the described reflected image feature extracted and the comparison of described checking image feature inconsistent, then execute exception alarm.
6. identify a device for certification, it is characterized in that, described device comprises:
Playing module, for when biometric authentication event being detected, plays checking image;
Extraction module, for extracting the reflected image feature of the biological eyeball photographed in current biological certification identification event;
Comparing module, compares with checking image feature for the described reflected image feature extracted by described extraction module, judges whether consistent;
Identify authentication module, if be that comparison is consistent for the comparison result of described comparing module, then carry out biometric authentication process.
7. device as claimed in claim 6, is characterized in that,
Described biometric authentication event comprises: one or more in iris recognition certification, sclera identification certification, retina identification certification, recognition of face certification.
8. device as claimed in claim 6, is characterized in that,
Described playing module, specifically for when biometric authentication event being detected, shuffle is verified image or is play checking image according to preset order.
9. device as claimed in claim 6, it is characterized in that, described device also comprises:
Preset module, is predisposed to checking image for one or more image user selected;
Extracting relating module, for extracting the feature verifying image described in each, as checking image feature, and described checking image feature being joined with the corresponding described checking correction of image.
10. device as claimed in claim 6, it is characterized in that, described device also comprises:
Abnormality alarming module, if be that comparison is inconsistent for the comparison result of described comparing module, then execute exception alarm.
11. 1 kinds of mobile terminals, is characterized in that, described terminal comprises the identification authenticate device as described in any one of claim 6 to 10.
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| CN201510641691.8A CN105335640A (en) | 2015-09-30 | 2015-09-30 | Method and device for identification authentication, and terminal |
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| CN107886032B (en) * | 2016-09-30 | 2021-12-14 | 阿里巴巴集团控股有限公司 | Terminal device, smart phone, authentication method and system based on face recognition |
| US11551482B2 (en) | 2016-09-30 | 2023-01-10 | Alibaba Group Holding Limited | Facial recognition-based authentication |
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