CN107871069A - A kind of electronic invoice processing system and method based on face recognition technology - Google Patents
A kind of electronic invoice processing system and method based on face recognition technology Download PDFInfo
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- CN107871069A CN107871069A CN201710751131.7A CN201710751131A CN107871069A CN 107871069 A CN107871069 A CN 107871069A CN 201710751131 A CN201710751131 A CN 201710751131A CN 107871069 A CN107871069 A CN 107871069A
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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
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/04—Billing or invoicing
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/2133—Verifying human interaction, e.g., Captcha
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Abstract
The invention discloses a kind of electronic invoice processing system and method based on face recognition technology, including:Face identification unit, for obtaining the facial image of user, matched after image preprocessing is carried out to the facial image with the multiple images prestored in data storage cell, when the match is successful for the specific image in the images to be recognized and the multiple images prestored, the user is defined as certification user;Electronic invoice query unit, the information for all electronic invoice datas issued for inquiring about the certification user are simultaneously sent to user;Electronic invoice issues unit, for connecting Golden Taxes disk to issue one or more new electronic invoices according to the request of user, and preserves and is bound to data storage cell, and by one or more of new electronic invoice datas and current certification user;Data storage cell, for storing all electronic invoices issued, multiple images and the binding relationship of certification user and electronic invoice.
Description
Technical field
Sent out the present invention relates to electronic invoice field, and more particularly, to a kind of electronics based on face recognition technology
Ticket processing system and method.
Background technology
The distribution of electronic invoice and to implement its positive effect self-evident.For consumer, invoice is the purchase of consumer
Thing voucher, and the important evidence of right-safeguarding.And for whole e-commerce industry, electronic invoice can make all electric business all specifications
Change operation, reduce the harmful competition after tax evasion, while can also reduce more entreprise costs.The electricity after electronic invoice implementation
The possibility for the tending to specification and net purchase commodity price lifting of business is, it is necessary to which certain wisdom balances.Invoice is in net purchase
Carry out in an all-round way, positive effect is also had to the turnover of ecommerce.
Recognition of face, it is a kind of biological identification technology that the facial feature information based on people carries out identification.With shooting
Machine or camera collection image or video flowing containing face, and automatic detect and track face in the picture, and then to detection
The face that arrives carries out a series of correlation techniques of face, generally also referred to as Identification of Images, face recognition.In general, face is known
Other system includes image capture, Face detection, image preprocessing and recognition of face (identity validation or identity finder).System
System input usually one is a series of containing the facial image for not determining identity, and some known in face database
The facial image of identity or corresponding coding, and its output is then a series of similarity scores, shows face to be identified
Identity.
Existing software systems are typically all to be logged in by user's input account name and password, and it is easy during information to input
Input error, cause that system can not be entered, for the more user of input information, input information is troublesome, easy
Error, holding time are excessive.In electronic invoice processing system, user is required for input invoice information also very troublesome every time.
The content of the invention
, must not letter with solution the invention provides a kind of electronic invoice processing system and method based on face recognition technology
List, easily handle the problem of electronic invoice.
In order to solve the above problems, according to an aspect of the invention, there is provided a kind of electricity based on face recognition technology
Sub- receipt processing system, the system include:
Face identification unit, for obtaining the facial image of user, image preprocessing is carried out to the facial image, will be through
The facial image for crossing described image pretreatment is defined as images to be recognized, and by the images to be recognized and data storage cell
The multiple images prestored matched, the specific image in the images to be recognized and the multiple images that prestore
When the match is successful, the user is defined as certification user;
Electronic invoice query unit, the letter for all electronic invoice datas issued for inquiring about the certification user
Breath, and the information of all electronic invoice datas issued is sent to user;
Electronic invoice issues unit, is sent out for connecting Golden Taxes disk with issuing one or more new electronics according to the request of user
Ticket, one or more of new electronic invoice datas are preserved to data storage cell, and one or more of new electronics are sent out
Ticket data is bound with current certification user;
Data storage cell, for storing all electronic invoices issued, multiple images and certification user and electricity
The binding relationship of sub- invoice.
Preferably, wherein the system obtains the facial image of user by data transfer, or taken pictures by what is carried
Device context obtains the facial image of user.
Preferably, wherein the face identification unit, carries out image preprocessing to the facial image of user, will pass through described
The facial image of image preprocessing is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the spy of face is extracted from the facial image after normalized
Point is levied, determines the images to be recognized of size, ratio and characteristic point position alignment.
Preferably, wherein by Gabor wavelet conversion to extracting face in the human face region after the normalized
Characteristic point.
Preferably, wherein the system also includes:
Data Enter unit, for when the user is not certification user, the personal information of typing user, the individual
Information includes:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
Preferably, wherein the system also includes:
Personal information management unit, for being managed to the personal information of user, including:Increase, delete and change individual
People's information.
Preferably, wherein the system also includes:
Invoice acquiring unit, for the Query Result for the electronic invoice data issued according to current certification user,
One or more electronic invoice datas that selection needs are obtained.
Preferably, wherein the invoice acquiring unit, the electronic invoice data issued according to current certification user
Query Result, select need one or more electronic invoice datas obtained, including:
The Query Result for the electronic invoice data issued according to current certification user, sent out by directly downloading electronics
The mode of ticket pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
According to another invention of the present invention, there is provided a kind of electronic invoice processing method based on face recognition technology,
Methods described includes:
The facial image of user is obtained using face identification unit, image preprocessing is carried out to the facial image, will be through
The facial image for crossing described image pretreatment is defined as images to be recognized, and by the images to be recognized and data storage cell
The multiple images prestored matched, the specific image in the images to be recognized and the multiple images that prestore
When the match is successful, the user is defined as certification user;
The information for all electronic invoice datas that the certification user has issued is inquired about using invoice query unit, and
The information of all electronic invoice datas issued is sent to user;
Unit is issued in connection Golden Taxes disk using electronic invoice to issue one or more new electronics according to the request of user
Invoice, one or more of new electronic invoice datas are preserved to data storage cell, and by one or more of new electronics
Invoice data is bound with current certification user;
All electronic invoices issued, multiple images and certification user and electronics are stored using data storage cell
The binding relationship of invoice.
Preferably, wherein obtaining the facial image of user by data transfer, or the scene of the photographing device by carrying
Obtain the facial image of user.
Preferably, wherein the facial image to user carries out image preprocessing, by by described image pretreatment
Facial image is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the spy of face is extracted from the facial image after normalized
Point is levied, determines the images to be recognized of size, ratio and characteristic point position alignment.
Preferably, wherein by Gabor wavelet conversion to extracting face in the human face region after the normalized
Characteristic point.
Preferably, wherein methods described also includes:
When the user is not certification user, the personal information of Data Enter unit typing user, the individual are utilized
Information includes:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
Preferably, wherein methods described also includes:
The personal information of user is managed using personal information management unit, including:Increase, delete and change personal
Information.
Preferably, wherein methods described also includes:
The Query Result for the electronic invoice data issued using invoice acquiring unit according to current certification user, choosing
The one or more electronic invoice datas for selecting needs are obtained.
Preferably, wherein the Query Result for the electronic invoice data that the current certification user of the basis has issued, choosing
The one or more electronic invoice datas for selecting needs are obtained, including:
The Query Result for the electronic invoice data issued according to current certification user, sent out by directly downloading electronics
The mode of ticket pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
The invention provides a kind of electronic invoice processing system and method based on face recognition technology, recognition of face is used
Technology instead of user account password login into system so that system more safely, conveniently, while passes through personal information management
Unit provides conventional invoice and come back, and when inquiring about and issuing invoice, user can need not repeatedly input new line;And tonneau
User's electronic invoice for inquiring person ownership is provided with data storage cell, the invoice after issuing preserves, prevents from losing immediately;
There is provided a variety of easily electronic invoice delivery methods to select for user, there is higher use value.
Brief description of the drawings
By reference to the following drawings, the illustrative embodiments of the present invention can be more fully understood by:
Fig. 1 is the structure according to the electronic invoice processing system 100 based on face recognition technology of embodiment of the present invention
Schematic diagram;And
Fig. 2 is the flow according to the electronic invoice processing method 200 based on face recognition technology of embodiment of the present invention
Figure.
Embodiment
The illustrative embodiments of the present invention are introduced with reference now to accompanying drawing, however, the present invention can use many different shapes
Formula is implemented, and is not limited to embodiment described herein, there is provided these embodiments are to disclose at large and fully
The present invention, and fully pass on the scope of the present invention to person of ordinary skill in the field.Show for what is be illustrated in the accompanying drawings
Term in example property embodiment is not limitation of the invention.In the accompanying drawings, identical cells/elements are attached using identical
Icon is remembered.
Unless otherwise indicated, term (including scientific and technical terminology) used herein has to person of ordinary skill in the field
It is common to understand implication.Further it will be understood that the term limited with usually used dictionary, be appreciated that and its
The linguistic context of association area has consistent implication, and is not construed as Utopian or overly formal meaning.
Fig. 1 is the structure according to the electronic invoice processing system 100 based on face recognition technology of embodiment of the present invention
Schematic diagram.Embodiments of the present invention provide a kind of electronic invoice processing system based on face recognition technology, pass through face
Recognition unit obtains the facial image of user, and is matched with the multiple images prestored in data storage cell, really
The fixed user is certification user;All electronics issued by the electronic invoice query unit inquiry certification user are sent out
The information of ticket data;Unit is issued by electronic invoice and connects Golden Taxes disk to issue one or more new electricity according to the request of user
Sub- invoice, and invoice data and current certification user are bound;All issued is stored by data storage cell
Electronic invoice, multiple images and the binding relationship of certification user and electronic invoice.Embodiments of the present invention pass through face
Identification instead of user account password login into system so that system more safely, conveniently, and provides more convenient individual
Electronic invoice processing method, there is higher practical value.As shown in figure 1, embodiment of the present invention based on recognition of face skill
The electronic invoice processing system 100 of art includes:Face identification unit 101, electronic invoice query unit 102, electronic invoice are issued
Unit 103 and data storage cell 104.
Preferably, in the face identification unit 101, the facial image of user is obtained, figure is carried out to the facial image
As pretreatment, the facial image by described image pretreatment is defined as images to be recognized, and by the images to be recognized with
The multiple images prestored in data storage cell are matched, when the images to be recognized and the multiple figures prestored
As in specific image the match is successful when, the user is defined as certification user.Preferably, wherein the system passes through data
Transmission obtains the facial image of user, or the scene of the photographing device by carrying obtains the facial image of user.
Preferably, wherein the face identification unit, carries out image preprocessing to the facial image of user, will pass through described
The facial image of image preprocessing is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the spy of face is extracted from the facial image after normalized
Point is levied, determines the images to be recognized of size, ratio and characteristic point position alignment.
Preferably, wherein by Gabor wavelet conversion to extracting face in the human face region after the normalized
Characteristic point.
Preferably, in the electronic invoice query unit 102, all electronics hair that the certification user has issued is inquired about
The information of ticket data, and the information of all electronic invoice datas issued is sent to user.
Preferably, issue unit 103 in the electronic invoice, connection Golden Taxes disk with according to the request of user issue one or
Multiple new electronic invoices, preserve one or more of new electronic invoice datas to data storage cell, and by one or
Multiple new electronic invoice datas are bound with current certification user.
Preferably, in the data storage cell 104, store all electronic invoices issued, multiple images and
Certification user and the binding relationship of electronic invoice.
Preferably, wherein the system also includes:
Data Enter unit, for when the user is not certification user, the personal information of typing user, the individual
Information includes:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
Preferably, wherein the system also includes:
Personal information management unit, for being managed to the personal information of user, including:Increase, delete and change individual
People's information.
Preferably, wherein the system also includes:
Invoice acquiring unit, for the Query Result for the electronic invoice data issued according to current certification user,
One or more electronic invoice datas that selection needs are obtained.
Preferably, wherein the invoice acquiring unit, the electronic invoice data issued according to current certification user
Query Result, select need one or more electronic invoice datas obtained, including:
The Query Result for the electronic invoice data issued according to current certification user, sent out by directly downloading electronics
The mode of ticket pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
In embodiments of the present invention, the photographing device carried by system obtains user's picture, utilizes recognition of face
The entrance that module logs in as user, is detected to face first, isolates human face region, based on facial feature points (including
Nose, eyes, face) position, be that pixel is 64*80 by face normalization, ratio 4:3, characteristic point position alignment is treated
Image is identified, is then matched the images to be recognized with the multiple images prestored in data storage cell, when
The user is defined as certification when the match is successful by the specific image in the images to be recognized and the multiple images prestored
User, and obtain the relevant information of current authentication user.If this user is not present, prompt to allow user's registration, newly-built personal letter
Cease and achieve.When registering new user, by the personal information of Data Enter unit typing user, the personal information includes:
Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
When user confirms as certification user by system, certification user issues unit by electronic invoice, connects Golden Taxes disk
To issue one or more new electronic invoices according to the request of user, one or more of new electronic invoice datas are preserved to number
Bound according to memory cell, and by one or more of new electronic invoice datas and current certification user.It is all
Electronic invoice, multiple images and the binding relationship of certification user and electronic invoice issued all are stored in data storage list in time
Member, prevent from losing.Certification user can also inquire about the information for all electronic invoice datas issued by enquiry module, and
And the information of all electronic invoice datas issued is sent to user.Certification user can be according to current certification
The Query Result for the electronic invoice data that user has issued, the one or more electronic invoice datas for selecting to need are obtained
Take.Certification user can be by way of directly downloading electronic invoice pdf formatted files, send mail or short message to the one of needs
Individual or multiple electronic invoice datas are obtained, and have provided the user a variety of easily electronic invoice delivery methods.
Fig. 2 is the flow according to the electronic invoice processing method 200 based on face recognition technology of embodiment of the present invention
Figure.As shown in Fig. 2 the electronic invoice processing method 200 of be set forth in face recognition technology is since step 201 place, in step 201
The facial image of user is obtained using face identification unit, image preprocessing is carried out to the facial image, the figure will be passed through
Being deposited as the facial image of pretreatment is defined as images to be recognized, and by the images to be recognized with advance in data storage cell
The multiple images of storage are matched, and when the specific image in the images to be recognized and the multiple images prestored, the match is successful
When, the user is defined as certification user.
Preferably, wherein obtaining the facial image of user by data transfer, or the scene of the photographing device by carrying
Obtain the facial image of user.Preferably, wherein the facial image to user carries out image preprocessing, the figure will be passed through
The facial image of picture pretreatment is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the spy of face is extracted from the facial image after normalized
Point is levied, determines the images to be recognized of size, ratio and characteristic point position alignment.
Preferably, wherein by Gabor wavelet conversion to extracting face in the human face region after the normalized
Characteristic point.
Preferably, all electronics issued in step 202 using the invoice query unit inquiry certification user are sent out
The information of ticket data, and the information of all electronic invoice datas issued is sent to user.
Preferably, unit is issued using electronic invoice in step 203 to issue with the request according to user in connection Golden Taxes disk
One or more new electronic invoices, one or more of new electronic invoice datas are preserved to data storage cell, and by described in
One or more new electronic invoice datas are bound with current certification user.
Preferably, step 204 using data storage cell store all electronic invoices issued, multiple images with
And the binding relationship of certification user and electronic invoice.
Preferably, wherein methods described also includes:
When the user is not certification user, the personal information of Data Enter unit typing user, the individual are utilized
Information includes:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
Preferably, wherein methods described also includes:
The personal information of user is managed using personal information management unit, including:Increase, delete and change personal
Information.
Preferably, wherein methods described also includes:
The Query Result for the electronic invoice data issued using invoice acquiring unit according to current certification user, choosing
The one or more electronic invoice datas for selecting needs are obtained.
Preferably, wherein the Query Result for the electronic invoice data that the current certification user of the basis has issued, choosing
The one or more electronic invoice datas for selecting needs are obtained, including:
The Query Result for the electronic invoice data issued according to current certification user, sent out by directly downloading electronics
The mode of ticket pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
Another reality of the electronic invoice processing method 200 and the present invention in face recognition technology of embodiments of the invention
It is corresponding to apply the electronic invoice processing method 200 in face recognition technology of example, will not be repeated here.
The present invention is described by reference to a small amount of embodiment.However, it is known in those skilled in the art, as
What subsidiary Patent right requirement was limited, except the present invention other embodiments disclosed above equally fall the present invention's
In the range of.
Normally, all terms used in the claims are all solved according to them in the usual implication of technical field
Release, unless clearly being defined in addition wherein.All references " one/described/be somebody's turn to do [device, component etc.] " are all opened ground
At least one example being construed in described device, component etc., unless otherwise expressly specified.Any method disclosed herein
Step need not all be run with disclosed accurately order, unless explicitly stated otherwise.
Claims (16)
1. a kind of electronic invoice processing system based on face recognition technology, it is characterised in that the system includes:
Face identification unit, for obtaining the facial image of user, image preprocessing is carried out to the facial image, institute will be passed through
The facial image for stating image preprocessing is defined as images to be recognized, and by the images to be recognized with it is pre- in data storage cell
The multiple images first stored are matched, when the images to be recognized matches with the specific image in the multiple images prestored
During success, the user is defined as certification user;
Electronic invoice query unit, the information for all electronic invoice datas issued for inquiring about the certification user, and
And the information of all electronic invoice datas issued is sent to user;
Electronic invoice issues unit, for connecting Golden Taxes disk to issue one or more new electronic invoices according to the request of user,
One or more of new electronic invoice datas are preserved to data storage cell, and by one or more of new electronic invoice numbers
Bound according to current certification user;
Data storage cell, sent out for storing all electronic invoices issued, multiple images and certification user and electronics
The binding relationship of ticket.
2. system according to claim 1, it is characterised in that the system obtains the face figure of user by data transfer
Picture, or the scene of the photographing device by carrying obtain the facial image of user.
3. system according to claim 1, it is characterised in that the face identification unit, enter to the facial image of user
Row image preprocessing, the facial image by described image pretreatment is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the feature of face is extracted from the facial image after normalized
Point, determine the images to be recognized of size, ratio and characteristic point position alignment.
4. system according to claim 3, it is characterised in that after being converted by Gabor wavelet to the normalized
Human face region in extract face characteristic point.
5. system according to claim 1, it is characterised in that the system also includes:
Data Enter unit, for when the user is not certification user, the personal information of typing user, the personal information
Including:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
6. system according to claim 1, it is characterised in that the system also includes:
Personal information management unit, for being managed to the personal information of user, including:Increase, delete and change personal letter
Breath.
7. system according to claim 1, it is characterised in that the system also includes:
Invoice acquiring unit, for the Query Result for the electronic invoice data issued according to current certification user, selection
The one or more electronic invoice datas needed are obtained.
8. system according to claim 7, it is characterised in that the invoice acquiring unit, according to current certification user
The Query Result for the electronic invoice data issued, the one or more electronic invoice datas for selecting to need are obtained, and are wrapped
Include:
The Query Result for the electronic invoice data issued according to current certification user, by directly downloading electronic invoice
The mode of pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
9. a kind of electronic invoice processing method based on face recognition technology, it is characterised in that methods described includes:
The facial image of user is obtained using face identification unit, image preprocessing is carried out to the facial image, institute will be passed through
The facial image for stating image preprocessing is defined as images to be recognized, and by the images to be recognized with it is pre- in data storage cell
The multiple images first stored are matched, when the images to be recognized matches with the specific image in the multiple images prestored
During success, the user is defined as certification user;
Inquire about the information for all electronic invoice datas that the certification user has issued using invoice query unit, and by institute
The information for stating all electronic invoice datas issued is sent to user;
Unit is issued in connection Golden Taxes disk to issue one or more new electronic invoices according to the request of user using electronic invoice,
One or more of new electronic invoice datas are preserved to data storage cell, and by one or more of new electronic invoice numbers
Bound according to current certification user;
All electronic invoices issued, multiple images and certification user and electronic invoice are stored using data storage cell
Binding relationship.
10. according to the method for claim 9, it is characterised in that the facial image of user is obtained by data transfer, or
The facial image of user is obtained by the photographing device scene carried.
11. according to the method for claim 9, it is characterised in that the facial image to user carries out image preprocessing,
Facial image by described image pretreatment is defined as images to be recognized, including:
Face is detected according to the facial image, and isolates human face region;
The human face region is normalized, and the feature of face is extracted from the facial image after normalized
Point, determine the images to be recognized of size, ratio and characteristic point position alignment.
12. according to the method for claim 11, it is characterised in that converted by Gabor wavelet to the normalized
The characteristic point of face is extracted in human face region afterwards.
13. according to the method for claim 9, it is characterised in that methods described also includes:
When the user is not certification user, the personal information of Data Enter unit typing user, the personal information are utilized
Including:Name, ID card No., head portrait photo, conventional invoice new line and corresponding Taxpayer Identification Number.
14. according to the method for claim 1, it is characterised in that methods described also includes:
The personal information of user is managed using personal information management unit, including:Increase, delete and change personal letter
Breath.
15. according to the method for claim 9, it is characterised in that methods described also includes:
The Query Result for the electronic invoice data issued using invoice acquiring unit according to current certification user, selection are needed
The one or more electronic invoice datas wanted are obtained.
16. according to the method for claim 15, it is characterised in that the electricity that the current certification user of the basis has issued
The Query Result of sub- invoice data, the one or more electronic invoice datas for selecting to need are obtained, including:
The Query Result for the electronic invoice data issued according to current certification user, by directly downloading electronic invoice
The mode of pdf formatted files, transmission mail or short message obtains to one or more electronic invoice datas of needs.
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CN109377294A (en) * | 2018-10-10 | 2019-02-22 | 西安艾润物联网技术服务有限责任公司 | Self-service method, equipment and the storage medium for obtaining invoice of recognition of face |
CN109840814A (en) * | 2018-12-21 | 2019-06-04 | 航天信息股份有限公司 | A method of it is logged in based on Golden Taxes disk control system synchronous with data |
CN111738782A (en) * | 2020-05-29 | 2020-10-02 | 北京立思辰新技术有限公司 | Electronic credential information input method and system based on image dual-feature recognition |
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