CN108921240A - A kind of invoice code identification sorting system - Google Patents
A kind of invoice code identification sorting system Download PDFInfo
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- CN108921240A CN108921240A CN201810600649.5A CN201810600649A CN108921240A CN 108921240 A CN108921240 A CN 108921240A CN 201810600649 A CN201810600649 A CN 201810600649A CN 108921240 A CN108921240 A CN 108921240A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
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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
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
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Abstract
The invention discloses a kind of invoice code identification sorting systems, including image capture module, image tagged module, two dimensional code identification module, two-dimensional barcode information segmentation module, two dimensional code Attribute Recognition module, human-computer interaction module, invoice correction verification module, auto-sequencing module and central processing unit.The present invention is based on the two-dimensional code datas on invoice to be acquired all invoice informations and classified by way of electronic archive, user can carry out being directly viewable for each invoice two-dimensional code data by clicking the hyperlink on each invoice image, simultaneity factor can acording to the requirement of user arrange invoice, greatly facilitate the use of user.
Description
Technical field
The present invention relates to financial management fields, and in particular to a kind of invoice code identification sorting system.
Background technique
Existing invoice examination, sequence, needs to be operated by artificial form sorting mostly, and time-consuming and laborious, strategic point needs
A kind of invoice categorizing system based on artificial intelligence is provided.
Summary of the invention
To solve the above problems, the present invention provides a kind of invoice code identification sorting systems, based on the two dimension on invoice
Code data realize the automatic classification of invoice.
To achieve the above object, the technical scheme adopted by the invention is as follows：
A kind of invoice code identification sorting system, including
Two dimensional code identification module is transported to two dimension for carrying out the identification of two-dimensional code data on invoice, and by recognition result
Code information divides module；
Two-dimensional barcode information divides module, for being split resulting two-dimensional barcode information according to default rule, obtains
The feature vector of each part；
Two dimensional code Attribute Recognition module, the random forest disaggregated model based on building is to the invoice kind in described eigenvector
Category feature vector is identified, to realize the classification of invoice.
Preferably, further include
Image capture module, for carrying out the acquisition of invoice image data to be sorted；And it sends acquired image to
Host display；
Image tagged module, it is corresponding to its using the recognition result of two dimensional code Attribute Recognition module in the form of hyperlink
Invoice image is marked, and user can be directly viewable the two dimensional code attribute of the invoice by clickable hyperlinks.
Preferably, further include
Human-computer interaction module, user input data call instruction and invoice sequencing requests；
Auto-sequencing module, the sequencing requests for being inputted according to human-computer interaction module carry out the invoice in database
Sequence, saves manpower, improves Financial Billing sequence efficiency.
Preferably, the auto-sequencing module is based on particle group optimizing support vector machines to the invoice in described eigenvector
Code characteristic vector, invoice number feature vector, invoice amount feature vector, date feature vector of making out an invoice identified respectively,
Then invoice is subjected to ascending order according to the recognition result of these feature vectors or descending arranges.
It preferably, further include an invoice correction verification module, for passing through webcrawler module for two dimensional code Attribute Recognition module
As a result it is input to corresponding invoice checking system and carries out the true and false verification of invoice, and output verification result is carried out to host display
Display.
Preferably, described image acquisition module uses scanner.
Preferably, the two dimensional code identification module uses dimensional code scanner, is mounted on a clip by a metal hose
On, dimensional code scanner can be clamped on host display by when use by clip, then adjust dimensional code scanner with
The relative position of host display can directly pass through dimensional code scanner after obtaining invoice scan image so as to realize
Two dimensional code thereon is identified.
Preferably, the dimensional code scanner is connected by data line with the host display, will can directly be swept
Result is retouched to export to host display.
Preferably, further include：
Database, the storage for invoice data；
Filing bookbinding module is bound for will complete the invoice after sorting, specifically, knowing by two dimensional code attribute
After other module identification, the attribute of invention can be completed to identify, staff carries out invoice to be sorted according to recognition result
Stacking processing, then by complete stacking after invoice according to arrange require (such as according to invoice make out an invoice the date either invoice
Number) arranged after, using binder complete bind.
The invention has the advantages that：
Based on the two-dimensional code data on invoice by way of electronic archive by all invoice informations carried out acquisition and
Classification, user can carry out being directly viewable for each invoice two-dimensional code data by clicking the hyperlink on each invoice image, simultaneously
System can acording to the requirement of user arrange invoice, greatly facilitate the use of user.
Detailed description of the invention
Fig. 1 is a kind of system block diagram of invoice code identification sorting system of the embodiment of the present invention.
Specific embodiment
In order to which objects and advantages of the present invention are more clearly understood, the present invention is carried out with reference to embodiments further
It is described in detail.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not used to limit this hair
It is bright.
As shown in Figure 1, a kind of invoice code identification sorting system of the embodiment of the present invention, including
Image capture module, using scanner, for carrying out the acquisition of invoice image data to be sorted；And it will be collected
Image is sent to host display；
Image tagged module, it is corresponding to its using the recognition result of two dimensional code Attribute Recognition module in the form of hyperlink
Invoice image is marked, and user can be directly viewable the two dimensional code attribute of the invoice by clickable hyperlinks；
Two dimensional code identification module is transported to two dimension for carrying out the identification of two-dimensional code data on invoice, and by recognition result
Code information divides module；
Two-dimensional barcode information divides module, for being split resulting two-dimensional barcode information according to default rule, obtains
The feature vector of each part；
Two dimensional code Attribute Recognition module, the random forest disaggregated model based on building is to the invoice kind in described eigenvector
Category feature vector is identified, to realize the classification of invoice；
Human-computer interaction module, user input data call instruction and invoice sequencing requests；
Invoice correction verification module, it is corresponding for being input to two dimensional code Attribute Recognition module results by webcrawler module
Invoice checking system carries out the true and false verification of invoice, and output verification result is shown to host display；
Auto-sequencing module, the sequencing requests for being inputted according to human-computer interaction module carry out the invoice in database
Sequence.The auto-sequencing module based on particle group optimizing support vector machines to the invoice codes feature in described eigenvector to
Amount, invoice number feature vector, invoice amount feature vector, date feature vector of making out an invoice are identified respectively, then by invoice
Ascending order or descending arrangement are carried out according to the recognition result of these feature vectors；
Database, the storage for invoice data；
Filing bookbinding module is bound for will complete the invoice after sorting, specifically, knowing by two dimensional code attribute
After other module identification, the attribute of invention can be completed to identify, staff carries out invoice to be sorted according to recognition result
Stacking processing, then by complete stacking after invoice according to arrange require (such as according to invoice make out an invoice the date either invoice
Number) arranged after, using binder complete bind.
Central processing unit works for coordinating above-mentioned module.
The two dimensional code identification module uses dimensional code scanner, is mounted on a clip by a metal hose, uses
When dimensional code scanner can be clamped on host display by clip, then adjust dimensional code scanner and host and show
The relative position of device, can be directly by dimensional code scanner to thereon so as to realize after obtaining invoice scan image
Two dimensional code is identified.The dimensional code scanner is connected by data line with the host display, will can directly be swept
Result is retouched to export to host display.
The above is only a preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, without departing from the principle of the present invention, it can also make several improvements and retouch, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (9)
1. a kind of invoice code identification sorting system, it is characterised in that：Including：
Two dimensional code identification module is transported to two dimensional code letter for carrying out the identification of two-dimensional code data on invoice, and by recognition result
Breath segmentation module；
Two-dimensional barcode information divides module, for being split resulting two-dimensional barcode information according to default rule, obtains each
The feature vector of a part；
Two dimensional code Attribute Recognition module, the random forest disaggregated model based on building are special to the invoice type in described eigenvector
Sign vector is identified, to realize the classification of invoice.
2. a kind of invoice code identification sorting system as described in claim 1, it is characterised in that：Further include：
Image capture module, for carrying out the acquisition of invoice image data to be sorted；And host is sent by acquired image
Display；
Image tagged module, the recognition result in the form of hyperlink using two dimensional code Attribute Recognition module is to its corresponding invoice
Image is marked, and user can be directly viewable the two dimensional code attribute of the invoice by clickable hyperlinks.
3. a kind of invoice code identification sorting system as described in claim 1, it is characterised in that：Further include：
Human-computer interaction module, user input data call instruction and invoice sequencing requests；
Auto-sequencing module, the sequencing requests for being inputted according to human-computer interaction module, is ranked up the invoice in database.
4. a kind of invoice code identification sorting system as claimed in claim 3, it is characterised in that：The auto-sequencing module base
In particle group optimizing support vector machines to the invoice codes feature vector in described eigenvector, invoice number feature vector, hair
Ticket amount of money feature vector, date feature vector of making out an invoice are identified respectively, then by invoice according to the identification of these feature vectors
As a result ascending order or descending arrangement are carried out.
5. a kind of invoice code identification sorting system as described in claim 1, it is characterised in that：It further include a kind of invoice verification
Module is carried out for two dimensional code Attribute Recognition module results to be input to corresponding invoice checking system by webcrawler module
The true and false verification of invoice, and output verification result is shown to host display.
6. a kind of invoice code identification sorting system as claimed in claim 2, it is characterised in that：Described image acquisition module is adopted
Use scanner.
7. a kind of invoice code identification sorting system as described in claim 1, it is characterised in that：The two dimensional code identification module
Using dimensional code scanner, it is mounted on a clip by a metal hose, it can be by clip by two-dimensional code scanning when use
Device is clamped on host display, adjusts the relative position of dimensional code scanner and host display, then so as to realize
Directly two dimensional code thereon can be identified by dimensional code scanner after obtaining invoice scan image.
8. a kind of invoice code identification sorting system as claimed in claim 7, it is characterised in that：The dimensional code scanner is logical
It crosses data line to be connected with the host display, can directly export scanning result to host display.
9. a kind of invoice code identification sorting system as described in claim 1, it is characterised in that：Further include：
Database, the storage for invoice data；
Filing bookbinding module is bound for will complete the invoice after sorting.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810600649.5A CN108921240A (en) | 2018-06-12 | 2018-06-12 | A kind of invoice code identification sorting system |
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| CN201810600649.5A CN108921240A (en) | 2018-06-12 | 2018-06-12 | A kind of invoice code identification sorting system |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110588207A (en) * | 2019-08-26 | 2019-12-20 | 中国电信股份有限公司江苏财务共享服务中心 | Bill binding system based on two-dimensional code and industrial robot and working method thereof |
| WO2020253113A1 (en) * | 2019-06-19 | 2020-12-24 | 深圳壹账通智能科技有限公司 | Invoice recording method, device, apparatus, and computer storage medium |
| CN113780116A (en) * | 2021-08-26 | 2021-12-10 | 众安在线财产保险股份有限公司 | Invoice classification method and device, computer equipment and storage medium |
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| JP2001325449A (en) * | 2000-05-18 | 2001-11-22 | Eimu Giken:Kk | System and method for processing bill using two- dimensional symbol code |
| CN103198560A (en) * | 2013-04-09 | 2013-07-10 | 宁夏大学新华学院 | Bank bill automatic classification filing system |
| CN103646266A (en) * | 2013-11-27 | 2014-03-19 | 上海电机学院 | Two-dimension-code-based bill generation system and identification method |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2020253113A1 (en) * | 2019-06-19 | 2020-12-24 | 深圳壹账通智能科技有限公司 | Invoice recording method, device, apparatus, and computer storage medium |
| CN110588207A (en) * | 2019-08-26 | 2019-12-20 | 中国电信股份有限公司江苏财务共享服务中心 | Bill binding system based on two-dimensional code and industrial robot and working method thereof |
| CN110588207B (en) * | 2019-08-26 | 2020-10-30 | 中国电信股份有限公司江苏财务共享服务中心 | Bill binding system based on two-dimensional code and industrial robot and working method thereof |
| CN113780116A (en) * | 2021-08-26 | 2021-12-10 | 众安在线财产保险股份有限公司 | Invoice classification method and device, computer equipment and storage medium |
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