CN104794386A - Data processing method and device based on face recognition - Google Patents
Data processing method and device based on face recognition Download PDFInfo
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Abstract
The invention discloses a data processing method and device based on face recognition. A huge face database does not need to be established, and data processing service with a face recognition technology can be achieved. The method comprises the steps that face authentication information and preset two-dimension code information are obtained; face authentication information comprises face images, and two-dimension code information comprises data storage card information and face data corresponding to the data storage card information; and whether face images are matched with the face data is judged, and when face images and the face data are matched, the data storage card information is used for carrying out data processing. According to the method, comparison with mass data in the face database is of no need, processing pressure on a server side can be lowered, and meanwhile comparing speed can be improved.
Description
Technical field
The present invention relates to technical field of data processing, particularly a kind of method of the data processing based on recognition of face and device.
Background technology
The face recognition technology of China develops from late nineteen nineties in last century, the experience more than ten years exploration, study, put into practice, try commercialization and commercialization, up to the present, the continuous maturation of face recognition technology level, face recognition technology is more and more is applied to the fields such as security protection, gate inhibition, building, welfare, ecommerce, especially in payment technical field development rapidly.Uniqul venture company of Finland in 2013, release is a payment platform based on face identification system, this system does not need wallet, credit card or mobile phone, the camera on POS screen is only needed during payment, consumer's facial information can be associated with personal account by system automatically, and whole process of exchange is very convenient.Meanwhile, the payment company PayPal under Zoomlion eBay announces, releases in 12 markets in the Richmond district of road by the Thames, London the payment system relying on " recognition of face ".In Japan, sub-fraction company has equally been had to bring into use face recognition software to carry out various transaction.This practice has allowed " swiping the card " consumption in nearly 10 years popular and has changed " brush face " consumption into, and overturn traditional modes of payments, brush face that is convenient, fast, simple, fashion becomes a kind of trend in the future.Existing face pays to be developed gradually, but various countries' development is all different, and mainly face biological characteristic is because of population factor, and facial characteristics can be had any different.In addition, facial quality evaluation, attitude rectify, face payment transaction data intelligent are because of human population's reason facial characteristics feature, and the algorithm of process is completely different, so there is the standard that face recognition technology is ununified and algorithm.
Subsequently, there is the mobile-payment system comprising face authentication function.In mobile-payment system, iOS, Android and Windows Phone Mobile solution software that shopper utilizes Third-party payment to provide, the shop that near can seeing on their mobile phone, support " recognition of face " pays.After user walks close to shop, select oneself and like article, after businessman and client examine personal information, cashier provides ' brush face ' to serve for client, completes process of purchase.What user uniquely will do is exactly the bank account of oneself or credit card are associated with mobile payment platform before use.
Although still complete process of consumption when consumer can be made not carry bank card according to the payment platform based on recognition of face, but due to the also stage in the early stage of the domestic research in mobile payment field at present, run into a lot of problem, as image data cannot quality evaluation in advance, the accuracy of recognition of face degree is low, error rate is high, every compartment time need bind face etc. again; Need first to set up the step that huge face database could perform recognition of face simultaneously, and only accurately could complete face payment when recognition of face precision is very high.
Summary of the invention
The invention provides a kind of method and device of the data processing based on recognition of face, pay the not high problem of accuracy in order to solve existing face, thus can quick and precisely complete face payment process.
The invention provides a kind of method of the data processing based on recognition of face, comprising:
The 2 D code information obtaining face authentication information and preset; Face authentication information comprises facial image, and 2 D code information comprises data storage card information and the human face data corresponding with data storage card information;
Judge whether facial image and human face data match, when facial image and human face data match, utilize data storage card information and executing data processing.
The part beneficial effect of the embodiment of the present invention comprises:
The method of a kind of data processing based on recognition of face that the embodiment of the present invention provides, by preset in advance 2 D code information, this 2 D code information comprises data storage card information and the human face data corresponding with data storage card information, obtain face authentication information and above-mentioned 2 D code information when needing to carry out data processing, and then only need the facial image in face authentication information and the human face data in 2 D code information to be carried out contrast and can determine whether to perform data processing.Therefore the method does not need to set up huge face database and can realize utilizing the data processing business such as the quick payment of face recognition technology, and do not need to contrast with the mass data in face database, the processing pressure of server side can be alleviated, can versus speed be improved simultaneously.
In one embodiment, before judging the step whether facial image and human face data match, also comprise:
Judge whether comprise face active state in face authentication information, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding;
When face authentication information comprises face active state, the step whether execution facial image and human face data match.
In this embodiment, increase and judge whether face authentication information comprises the step of face active state, thus effectively can be reduced by the possibility that human face photo obtains face authentication information, increase the security of data handling procedure.
In one embodiment, judge whether facial image and human face data match, and comprising:
Extract the First Eigenvalue of facial image and the Second Eigenvalue of human face data;
Judge whether the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value;
When the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value, determine that facial image and human face data match.
In one embodiment, face authentication information comprises the facial image of a facial image or multiple different angles; When face authentication information comprises the facial image of multiple different angles, judge that the step whether facial image and human face data match comprises:
Judge whether multiple facial image and human face data match successively, when the quantity of the facial image matched with human face data is greater than default value, determine that facial image and human face data match.
In one embodiment, the method also comprises: store face authentication information, the face authentication information of storage is historical data process information.
Based on a device for the data processing of recognition of face, comprising:
Acquisition module, for the 2 D code information obtaining face authentication information and preset; Face authentication information comprises facial image, and 2 D code information comprises data storage card information and the human face data corresponding with data storage card information;
First judge module, for judging whether facial image and human face data match, when facial image and human face data match, utilizes data storage card information and executing data processing.
In one embodiment, this device also comprises:
Second judge module, for judging whether comprise face active state in face authentication information, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When face authentication information comprises face active state, the first judge module judges whether facial image and human face data match.
In one embodiment, the first judge module comprises:
Extraction unit, for the Second Eigenvalue of the First Eigenvalue and human face data that extract facial image;
Judging unit, for judging whether the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value;
Processing unit, for when the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value, determines that facial image and human face data match.
In one embodiment, face authentication information comprises the facial image of a facial image or multiple different angles;
When face authentication information comprises the facial image of multiple different angles, first judge module specifically for: judge whether the facial image of multiple and human face data match successively, when the quantity of the facial image matched with human face data is greater than default value, determine that facial image and human face data match.
In one embodiment, this device also comprises: memory module;
Memory module is for storing face authentication information, and the face authentication information of storage is historical data process information.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention provides and device, by preset in advance 2 D code information, this 2 D code information comprises data storage card information and the human face data corresponding with data storage card information, obtain face authentication information and above-mentioned 2 D code information when needing to carry out data processing, and then only need the facial image in face authentication information and the human face data in 2 D code information to be carried out contrast and can determine whether to perform data processing.Therefore the method does not need to set up huge face database and can realize utilizing the data processing business such as the quick payment of face recognition technology, and do not need to contrast with the mass data in face database, the processing pressure of server side can be alleviated, can versus speed be improved simultaneously.Judge whether face authentication information comprises the step of face active state by increasing, thus effectively can be reduced by the possibility that human face photo obtains face authentication information, increase the security of data handling procedure.
Other features and advantages of the present invention will be set forth in the following description, and, partly become apparent from instructions, or understand by implementing the present invention.Object of the present invention and other advantages realize by structure specifically noted in write instructions, claims and accompanying drawing and obtain.
Below by drawings and Examples, technical scheme of the present invention is described in further detail.
Accompanying drawing explanation
Accompanying drawing is used to provide a further understanding of the present invention, and forms a part for instructions, together with embodiments of the present invention for explaining the present invention, is not construed as limiting the invention.In the accompanying drawings:
Fig. 1 is the method flow diagram of a kind of data processing based on recognition of face in the embodiment of the present invention;
Fig. 2 is the process flow diagram judging coupling step in the method for a kind of data processing based on recognition of face in the embodiment of the present invention;
Fig. 3 is the another kind of method flow diagram based on the data processing of recognition of face in the embodiment of the present invention;
Fig. 4 is the method flow diagram of a kind of data processing based on recognition of face in the embodiment of the present invention one;
Fig. 5 is the method flow diagram of a kind of data processing based on recognition of face in the embodiment of the present invention two;
Fig. 6 be in the embodiment of the present invention the first based on the structure drawing of device of the data processing of recognition of face;
Fig. 7 be in the embodiment of the present invention the second based on the structure drawing of device of the data processing of recognition of face;
Fig. 8 is the structural drawing of the first judge module in the embodiment of the present invention;
Fig. 9 be in the embodiment of the present invention the third based on the structure drawing of device of the data processing of recognition of face.
Embodiment
Below in conjunction with accompanying drawing, the preferred embodiments of the present invention are described, should be appreciated that preferred embodiment described herein is only for instruction and explanation of the present invention, is not intended to limit the present invention.
Fig. 1 is the method flow diagram of a kind of data processing based on recognition of face in the embodiment of the present invention.As shown in Figure 1, S101-S104 is comprised the following steps:
Step S101, the 2 D code information obtaining face authentication information and preset.
Wherein, above-mentioned face authentication information comprises facial image, and the equipment that specifically can gather image by camera or mobile phone camera etc. obtains above-mentioned facial image.
Above-mentioned 2 D code information comprises data storage card information and the human face data corresponding with this data storage card information, specifically by scanning the device scan Quick Response Code of Quick Response Code, and then can obtain above-mentioned 2 D code information.
Above-mentioned data storage card is specifically as follows the smart cards such as bank card, credit card, mass transit card, SIM cards of mobile phones; Store relevant data message in data storage card, namely above-mentioned data storage card information comprise this data message, or comprise a part of information in this data message.
Above-mentioned human face data is default facial image or the eigenwert for default facial image.Concrete, the eigenwert of the facial image in the embodiment of the present invention can comprise visual signature, pixels statistics feature, facial image conversion coefficient feature, facial image algebraic characteristic etc., does not enumerate herein.
Step S102, judges whether facial image and human face data match, and when facial image and human face data match, then continues step S103, otherwise continues step S104.
In the embodiment of the present invention, when facial image in face authentication information and the human face data in 2 D code information match, can think that face authentication information and 2 D code information also match, namely obtain in step S101 two kinds of information---face authentication information and 2 D code information match, and then corresponding process can be performed.
Wherein, this face authentication information can comprise the facial image of a facial image or multiple different angles; When face authentication information comprises the facial image of multiple different angles, judge whether facial image and human face data match in step S102, specifically can comprise: judge whether the facial image of multiple and human face data match successively, when the quantity of the facial image matched with human face data is greater than default value, determine that facial image and human face data match.
Step S103, utilizes the data storage card information and executing data processing in 2 D code information.
Step S104, prompting authentification failure.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention provides, by preset in advance 2 D code information, this 2 D code information comprises data storage card information and the human face data corresponding with data storage card information, obtain face authentication information and above-mentioned 2 D code information when needing to carry out data processing, and then only need the facial image in face authentication information and the human face data in 2 D code information to be carried out contrast and can determine whether to perform data processing.Therefore the method does not need to set up huge face database and can realize utilizing the data processing business such as the quick payment of face recognition technology, and do not need to contrast with the mass data in face database, the processing pressure of server side can be alleviated, can versus speed be improved simultaneously.
In one embodiment, shown in Figure 2, judge whether in step S102 that the step of mating comprises step S201-S204:
Step S201, extracts the First Eigenvalue of above-mentioned facial image and the Second Eigenvalue of above-mentioned human face data.
Wherein, the eigenwert in feature in facial image this and human face data can be extracted based on face feature extraction method.Such as, face characteristic is extracted by Knowledge based engineering characterizing method, the method mainly obtains according to the shape description of human face and the range performance between them characteristic contributing to face classification, and its characteristic component generally includes Euclidean distance, curvature and angle etc. between unique point.Face is made up of the local such as eyes, nose, mouth, chin, and to these local and the geometric description of structural relation between them, can be used as the key character identifying face, these features are called as geometric properties.
In the embodiment of the present invention, the First Eigenvalue and Second Eigenvalue are eigenwert of the same type.That is, the two is visual signature or is pixels statistics feature or is facial image conversion coefficient feature or is facial image algebraic characteristic, or takes in above-mentioned four kinds of features two kinds or more to plant feature.
Step S202, judges whether the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value, when the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value, continues step S203, otherwise continues step S204.
Step S203, determines that facial image and human face data match.
Step S204, determines that facial image and human face data do not match.
In one embodiment, in order to improve the security of data processing, above-mentioned face authentication information is necessary for the face authentication information at the scene of Real-time Collection, and can not exist, and such as this face authentication information can not make existing human face photo.Shown in Figure 3, the embodiment of the present invention also provides the another kind of method based on the data processing of recognition of face, comprises step S301-S305:
Step S301, the 2 D code information obtaining face authentication information and preset.
This step S301 and above-mentioned step S101 is similar, and the face authentication information obtained in step S301 also comprises facial image, and 2 D code information comprises data storage card information and the human face data corresponding with this data storage card information.Difference is that the face authentication information obtained in step S301 needs to comprise face active state, utilizes this face active state can judge that facial image is photo.
Step S302, judges whether comprise face active state in face authentication information, when face authentication information comprises face active state, continues step S303, otherwise continues step S305.
Wherein, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When face authentication information comprises face active state, explanation is not obtain face authentication information by a photo, thus can continue to perform the step whether facial image and human face data match.
Step S303, judges whether facial image and human face data match, and when facial image and human face data match, then continues step S304, otherwise continues step S305.
Step S304, utilizes the data storage card information and executing data processing in 2 D code information.
Step S305, prompting authentification failure.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention provides, increase and judge whether face authentication information comprises the step of face active state, thus effectively can be reduced by the possibility that human face photo obtains face authentication information, increase the security of data handling procedure.Simultaneously, by preset in advance 2 D code information, this 2 D code information comprises data storage card information and the human face data corresponding with data storage card information, obtain face authentication information and above-mentioned 2 D code information when needing to carry out data processing, and then only need the facial image in face authentication information and the human face data in 2 D code information to be carried out contrast and can determine whether to perform data processing.Therefore the method does not need to set up huge face database and can realize utilizing the data processing business such as the quick payment of face recognition technology, and do not need to contrast with the mass data in face database, the processing pressure of server side can be alleviated, can versus speed be improved simultaneously.
The flow process of the method for the data processing based on recognition of face that the embodiment of the present invention provides is described below by specific embodiment.
Embodiment one
Fig. 4 is the process flow diagram of the data processing method based on recognition of face in the embodiment of the present invention one.In embodiment one, the method can be applied to the scene that mobile phone fast pays, and the data storage card information in 2 D code information is bank card information, is specifically as follows deposit card or credit card.As shown in Figure 4, the method comprising the steps of S401-S408:
Step S401, user generates Quick Response Code in advance according to bank card information and the human face data of oneself.
This 2 D code information is default 2 D code information, and in embodiment one, this 2 D code information specifically comprises the human face data of bank card information and user.Bank card information specifically can comprise bank card number, trading password, card-issuing date etc., and human face data is specifically as follows the photo etc. of user.
Step S402, when needs fast pay, user shows above-mentioned Quick Response Code.
Step S403, camera scans above-mentioned Quick Response Code, and obtains the face authentication information of user.
Wherein, camera is preferred collecting device, can also adopt other equipment, not enumerate herein.Face authentication information also comprises facial image, and taking pictures to user especially by camera to obtain face authentication information.
Step S404, camera by gather Quick Response Code and face authentication information transmission to data processing equipment.
Step S405, data processing equipment judges whether comprise face active state in face authentication information, when face authentication information comprises face active state, continues step S406, otherwise continues step S408.
Wherein, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When face authentication information comprises face active state, explanation is not obtain face authentication information by a photo.
Step S406, data processing equipment judges whether facial image and human face data match, and when facial image and human face data match, then continues step S407, otherwise continues step S408.
Step S407, data processing equipment utilizes the bank card information in 2 D code information to perform quick payment.
Step S408, prompting authentification failure.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention one provides, can be applied to and fast pay scene, user, when needs pay, only needs to provide the Quick Response Code pre-set, can payment process be completed by " brush face " simultaneously, and not need to provide any bank card.Data processing equipment does not need default huge face database conveniently can complete recognition of face yet.
Embodiment two
Fig. 5 is the process flow diagram of the data processing method based on recognition of face in the embodiment of the present invention two.In embodiment two, the method can be applied to the scene of SIM card application, and the data storage card information in 2 D code information is SIM cards of mobile phones information.As shown in Figure 5, this data processing method comprises step S501-S507:
Step S501, user generates Quick Response Code in advance according to SIM cards of mobile phones information and the human face data of oneself.
This 2 D code information is default 2 D code information, and in embodiment two, this 2 D code information specifically comprises the human face data of SIM cards of mobile phones information and user.SIM cards of mobile phones information specifically can comprise phone number, ISMI code etc., and human face data is specifically as follows the photo etc. of user.
Step S502, when needs use SIM card, user shows above-mentioned Quick Response Code.
In embodiment two, such as, when user needs the mobile communication function (such as Receipt Validation code etc.) using oneself, and when leaving behind mobile phone, can use other people mobile phone, now other people mobile phone namely can as the data processing equipment in embodiment two.
Step S503, the above-mentioned Quick Response Code of mobile telephone scanning, and the face authentication information obtaining user.
Wherein, this mobile phone is other people above-mentioned mobile phone.Face authentication information also comprises facial image, and taking pictures to user especially by camera to obtain face authentication information.
Step S504, mobile phone judges whether comprise face active state in face authentication information, when face authentication information comprises face active state, continues step S505, otherwise continues step S507.
Wherein, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When face authentication information comprises face active state, explanation is not obtain face authentication information by a photo.
Step S505, data processing equipment judges whether facial image and human face data match, and when facial image and human face data match, then continues step S506, otherwise continues step S507.
Step S506, data processing equipment utilizes the SIM card information in 2 D code information to perform corresponding process.
Step S507, prompting authentification failure.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention two provides, the scene of SIM card can be applied to, user, when not having carrying mobile phone, is only needed to provide the Quick Response Code pre-set, can be completed the process of the SIM card using oneself simultaneously by " brush face ".The mobile phone used does not need default huge face database conveniently can complete recognition of face yet.
Corresponding to the method for a kind of data processing based on recognition of face that above-described embodiment provides, the embodiment of the present invention also provides a kind of data processing equipment based on recognition of face.As shown in Figure 6, this device comprises:
Acquisition module 61, for the 2 D code information obtaining face authentication information and preset; Face authentication information comprises facial image, and 2 D code information comprises data storage card information and the human face data corresponding with data storage card information.
First judge module 62, for judging whether facial image and human face data match, when facial image and human face data match, utilizes data storage card information and executing data processing.
In one embodiment, as shown in Figure 7, this data processing equipment also comprises:
Second judge module 63, for judging whether comprise face active state in face authentication information, face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When face authentication information comprises face active state, the first judge module 62 judges whether facial image and human face data match.
In one embodiment, as shown in Figure 8, the first judge module 62 comprises:
Extraction unit 621, for the Second Eigenvalue of the First Eigenvalue and human face data that extract facial image;
Judging unit 622, for judging whether the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value;
Processing unit 623, for when the similarity of the First Eigenvalue and Second Eigenvalue is greater than predetermined threshold value, determines that facial image and human face data match.
Preferably, face authentication information comprises the facial image of a facial image or multiple different angles;
When face authentication information comprises the facial image of multiple different angles, first judge module 62 specifically for: judge whether the facial image of multiple and human face data match successively, when the quantity of the facial image matched with human face data is greater than default value, determine that facial image and human face data match.
In one embodiment, described in Fig. 9, this data processing equipment also comprises: memory module 64;
Memory module 64 is for storing face authentication information, and the face authentication information of storage is historical data process information.
The method of a kind of data processing based on recognition of face that the embodiment of the present invention provides and device, by preset in advance 2 D code information, this 2 D code information comprises data storage card information and the human face data corresponding with data storage card information, obtain face authentication information and above-mentioned 2 D code information when needing to carry out data processing, and then only need the facial image in face authentication information and the human face data in 2 D code information to be carried out contrast and can determine whether to perform data processing.Therefore the method does not need to set up huge face database and can realize utilizing the data processing business such as the quick payment of face recognition technology, and do not need to contrast with the mass data in face database, the processing pressure of server side can be alleviated, can versus speed be improved simultaneously.Judge whether face authentication information comprises the step of face active state by increasing, thus effectively can be reduced by the possibility that human face photo obtains face authentication information, increase the security of data handling procedure.
Those skilled in the art should understand, embodiments of the invention can be provided as method, system or computer program.Therefore, the present invention can adopt the form of complete hardware embodiment, completely software implementation or the embodiment in conjunction with software and hardware aspect.And the present invention can adopt in one or more form wherein including the upper computer program implemented of computer-usable storage medium (including but not limited to magnetic disk memory and optical memory etc.) of computer usable program code.
The present invention describes with reference to according to the process flow diagram of the method for the embodiment of the present invention, equipment (system) and computer program and/or block scheme.Should understand can by the combination of the flow process in each flow process in computer program instructions realization flow figure and/or block scheme and/or square frame and process flow diagram and/or block scheme and/or square frame.These computer program instructions can being provided to the processor of multi-purpose computer, special purpose computer, Embedded Processor or other programmable data treating apparatus to produce a machine, making the instruction performed by the processor of computing machine or other programmable data treating apparatus produce device for realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
These computer program instructions also can be stored in can in the computer-readable memory that works in a specific way of vectoring computer or other programmable data treating apparatus, the instruction making to be stored in this computer-readable memory produces the manufacture comprising command device, and this command device realizes the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
These computer program instructions also can be loaded on computing machine or other programmable data treating apparatus, make on computing machine or other programmable devices, to perform sequence of operations step to produce computer implemented process, thus the instruction performed on computing machine or other programmable devices is provided for the step realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.
Obviously, those skilled in the art can carry out various change and modification to the present invention and not depart from the spirit and scope of the present invention.Like this, if these amendments of the present invention and modification belong within the scope of the claims in the present invention and equivalent technologies thereof, then the present invention is also intended to comprise these change and modification.
Claims (10)
1. based on a method for the data processing of recognition of face, it is characterized in that, comprising:
The 2 D code information obtaining face authentication information and preset; Described face authentication information comprises facial image, and described 2 D code information comprises data storage card information and the human face data corresponding with described data storage card information;
Judge whether described facial image and described human face data match, when described facial image and described human face data match, utilize described data storage card information and executing data processing.
2. method according to claim 1, is characterized in that, before judging the step whether described facial image and described human face data match, also comprises:
Judge whether comprise face active state in described face authentication information, described face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding;
When described face authentication information comprises face active state, perform the step whether described facial image and described human face data match.
3. method according to claim 1, is characterized in that, describedly judges whether described facial image and described human face data match, and comprising:
Extract the First Eigenvalue of described facial image and the Second Eigenvalue of described human face data;
Judge whether the similarity of described the First Eigenvalue and described Second Eigenvalue is greater than predetermined threshold value;
When the similarity of described the First Eigenvalue and described Second Eigenvalue is greater than predetermined threshold value, determine that described facial image and described human face data match.
4., according to the arbitrary described method of claim 1-3, it is characterized in that, described face authentication information comprises the facial image of a facial image or multiple different angles;
When described face authentication information comprises the facial image of multiple different angles, the described step judging whether described facial image and described human face data match comprises:
Judge whether multiple described facial image and described human face data match successively, when the quantity of the facial image matched with described human face data is greater than default value, determine that described facial image and described human face data match.
5., according to the arbitrary described method of claim 1-3, it is characterized in that, also comprise: store described face authentication information, the face authentication information of described storage is historical data process information.
6. based on a device for the data processing of recognition of face, it is characterized in that, comprising:
Acquisition module, for the 2 D code information obtaining face authentication information and preset; Described face authentication information comprises facial image, and described 2 D code information comprises data storage card information and the human face data corresponding with described data storage card information;
First judge module, for judging whether described facial image and described human face data match, when described facial image and described human face data match, utilizes described data storage card information and executing data processing.
7. device according to claim 6, is characterized in that, also comprises:
Second judge module, for judging whether comprise face active state in described face authentication information, described face active state comprises: one or more in blinking, smile, open one's mouth, shake the head or nodding; When described face authentication information comprises face active state, described first judge module judges whether described facial image and described human face data match.
8. device according to claim 6, is characterized in that, described first judge module comprises:
Extraction unit, for the Second Eigenvalue of the First Eigenvalue and described human face data that extract described facial image;
Judging unit, for judging whether the similarity of described the First Eigenvalue and described Second Eigenvalue is greater than predetermined threshold value;
Processing unit, for when the similarity of described the First Eigenvalue and described Second Eigenvalue is greater than predetermined threshold value, determines that described facial image and described human face data match.
9., according to the arbitrary described device of claim 6-8, it is characterized in that, described face authentication information comprises the facial image of a facial image or multiple different angles;
When described face authentication information comprises the facial image of multiple different angles, described first judge module specifically for: judge whether the described facial image of multiple and described human face data match successively, when the quantity of the facial image matched with described human face data is greater than default value, determine that described facial image and described human face data match.
10., according to the arbitrary described device of claim 6-8, it is characterized in that, also comprise: memory module;
Described memory module is for storing described face authentication information, and the face authentication information of described storage is historical data process information.
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109002793A (en) * | 2018-07-13 | 2018-12-14 | 苏州海星宝智能科技有限公司 | A kind of face identification method of intelligence sales terminal |
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