WO2019161615A1 - Bill entry method, system, optical character recognition server and storage medium - Google Patents

Bill entry method, system, optical character recognition server and storage medium Download PDF

Info

Publication number
WO2019161615A1
WO2019161615A1 PCT/CN2018/083768 CN2018083768W WO2019161615A1 WO 2019161615 A1 WO2019161615 A1 WO 2019161615A1 CN 2018083768 W CN2018083768 W CN 2018083768W WO 2019161615 A1 WO2019161615 A1 WO 2019161615A1
Authority
WO
WIPO (PCT)
Prior art keywords
bill
text information
image
identification
entry
Prior art date
Application number
PCT/CN2018/083768
Other languages
French (fr)
Chinese (zh)
Inventor
李响
Original Assignee
平安科技(深圳)有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 平安科技(深圳)有限公司 filed Critical 平安科技(深圳)有限公司
Publication of WO2019161615A1 publication Critical patent/WO2019161615A1/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q40/00Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/08Insurance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/04Billing or invoicing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/20Image preprocessing
    • G06V10/22Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition
    • G06V30/14Image acquisition
    • G06V30/1444Selective acquisition, locating or processing of specific regions, e.g. highlighted text, fiducial marks or predetermined fields
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/40Document-oriented image-based pattern recognition
    • G06V30/41Analysis of document content
    • G06V30/413Classification of content, e.g. text, photographs or tables
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10Character recognition

Definitions

  • the present application relates to the field of communications technologies, and in particular, to a bill entry method, system, optical character recognition server, and storage medium.
  • the entry of the claim statement is manually entered by the customer service, and the error rate of the entry method is higher, and the entry time is longer, so that the entry efficiency of the claim statement is low.
  • the main purpose of the present application is to provide a bill entry method, system, optical character recognition server, and storage medium, which are intended to solve the problem of low entry efficiency of bills.
  • the present application provides a bill entry method, and the bill entry method includes the following steps:
  • the text information is fed back to the entry device for the entry device to enter the text information.
  • the step of determining the identification area of the bill image includes:
  • An identification area of the billing image is determined according to the type.
  • the step of determining the type of the billing image comprises:
  • the type of the billing image is determined based on the identification information.
  • the step of identifying the text information in the identification area comprises:
  • an identification object of the identification area includes at least one of a character, a number, a letter, and a formula
  • the method further includes:
  • the billing document is fed back to the entry device to cause the entry device to enter the text information according to the bill document.
  • the step of determining, according to the first location, the text information in the second location of the document template comprises:
  • the second location is determined according to the first location and the location mapping relationship.
  • the step of obtaining a bill image according to the bill identification request comprises:
  • the present application also provides an optical character recognition server including a processor, a memory, and a bill entry program stored on the memory and operable on the processor, The step of the bill entry method as described above is implemented when the bill entry program is executed by the processor.
  • the present application also provides a storage medium storing a bill entry program, the bill entry program being executed by the processor to implement the steps of the bill entry method as described above.
  • the present application further provides a bill entry system, the bill entry system comprising an optical character recognition server and at least one entry device, wherein
  • the optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
  • the input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill
  • the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
  • the present application provides a bill entry method, system, optical character recognition server, and storage medium.
  • the bill image is acquired according to the bill identification request, and the identification area of the bill image is determined, and the identification area is identified.
  • the text information is fed back to the input device for inputting the text information of the billing device; since the optical character recognition server only needs to recognize the text information of the identification area, the bill is not required to be globally recognized, and the statement is reduced.
  • the recognition amount of the image reduces the length of time for identifying the text information, thereby improving the efficiency of bill entry.
  • FIG. 1 is a structural diagram of a system involved in an embodiment of the present application.
  • FIG. 2 is a schematic structural diagram of hardware of an optical character recognition server according to an embodiment of the present application.
  • FIG. 3 is a schematic flow chart of a first embodiment of a bill entry method of the present application.
  • step S10 in FIG. 3 is a schematic diagram of a refinement process of step S10 in FIG. 3;
  • FIG. 5 is a schematic diagram of a refinement process for determining an identification area of the bill image in step S20 of FIG. 3;
  • FIG. 6 is a schematic flow chart of a second embodiment of a bill entry method of the present application.
  • FIG. 7 is a schematic flowchart diagram of a third embodiment of a bill entry method according to the present application. .
  • the main solution of the embodiment of the present application is: when receiving the bill identification request sent by the input device, acquiring the bill image according to the bill identification request; determining the identification area of the bill image, and identifying the text in the recognition area Information; feeding back the text information to the entry device for the entry device to enter the text information.
  • the present application provides a solution, because the optical character recognition server only needs to identify the text information of the identification area, and does not need to globally identify the bill, thereby reducing the recognition amount of the billing image and reducing the length of time for identifying the text information, thereby improving The efficiency of entry of bills.
  • the system architecture involved in the method of this embodiment includes an optical character recognition server and an input device, where
  • the optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
  • the input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill
  • the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
  • the hardware structure of the above optical character recognition server may be as shown in FIG. 2 .
  • the optical character recognition server may include a processor 1001, such as a CPU, a memory 1002, and a communication bus 1003.
  • the communication bus 1003 is configured to implement connection communication between components in the optical character recognition server.
  • the memory 1002 may be a high speed RAM memory or a stable memory (non-volatile) Memory), such as disk storage.
  • the memory 1002 can also optionally be a storage device independent of the aforementioned processor 1001. As shown in FIG. 2, a bill entry program may be included in the memory 1002 as a computer storage medium.
  • the processor 1001 in the hardware involved in the optical character recognition server shown in FIG. 2 can be used to call the bill entry program stored in the memory 1002 to execute the bill entry method described in the embodiment.
  • FIG. 3 is a first embodiment of a bill entry method according to the present application.
  • the bill entry method includes the following steps:
  • Step S10 when receiving the bill identification request sent by the input device, acquiring a bill image according to the bill identification request;
  • the execution subject is an optical character recognition server (OCR server).
  • OCR server is connected to a plurality of input devices, and the input device is provided with a scanning module capable of scanning the claim statement to obtain a bill image, and then the input device sends a bill identification request containing the bill image to the OCR server.
  • the OCR server is When the billing identification request is received, the image of the bill to be processed is obtained, and the image of the bill to be processed needs to be binarized.
  • step S10 includes:
  • Step S11 acquiring a to-be-processed billing image according to the bill identification request
  • the input device stores the image of the claim statement uploaded by the user.
  • the corresponding claim statement image may be clicked on the input device, and the input device generates the claim when the user clicks on the claim statement image operation.
  • the bill identification request of the bill image, and the bill identification request is sent to the OCR server, the OCR server parses the bill identification request, and obtains the claim bill image, and the claim bill image is the pending bill image.
  • Step S12 acquiring a preset grayscale threshold, and binarizing the to-be-processed billing image according to the preset grayscale threshold to obtain the billing image;
  • the OCR server After obtaining the to-be-processed billing image carried in the bill identification request, the OCR server obtains a preset grayscale threshold (the preset grayscale threshold may be any suitable value), and binarizes the pending bill according to the preset grayscale threshold. An image to obtain a binary image (bill image) for the OCR server to recognize the bill image.
  • a preset grayscale threshold may be any suitable value
  • the input device may perform binarization processing on the scanned bill image to obtain a binarized bill image, and then send a binned bill image to the OCR server.
  • Bill identification request because the binarized bill image has a much smaller capacity than the scanned bill image, thereby reducing the amount of input to the OCR server, enabling the OCR server to maintain sufficient bandwidth to ensure compatibility with each entry device
  • the data exchange rate which guarantees that the bill entry time is not affected by the network conditions.
  • Step S20 determining an identification area of the bill image, and identifying text information in the identification area
  • the claim statement consists of multiple areas and blank parts.
  • the area contains text information, that is, the OCR server only needs to recognize the text information of the area, and does not need to identify the blank area.
  • the claim bill can set a plurality of fixed location areas, which are used to fill in text information, and the OCR server only needs to identify the text information in these areas.
  • step S20 includes:
  • Step S21 determining a type of the billing image
  • Each type of claim statement includes corresponding identification information, and the identification information may be a number consisting of characters, letters, and numbers.
  • the identification information is set in a fixed area of the claim statement (preset identification area), and the OCR server only needs to be in the fixed area.
  • the identification information is identified to obtain the number of the claim statement, and the type of the claim statement is determined according to the number.
  • Step S22 determining an identification area of the bill image according to the type
  • each type of claim bill has a fixed text field, and the OCR server stores various types of claim bills.
  • Fill in the text area identification area
  • when receiving the bill identification request only need to determine the type of the bill image in the bill identification request, and then determine the identification area of the bill image according to the type, thereby the text information in the identification area Identify.
  • Step S30 feeding back the text information to the input device, so that the input device inputs the text information
  • the text information is fed back to the input device, and the input device records the text information into the corresponding entry template to complete the entry of the claim statement.
  • the entry template can be set according to the claim statement, that is, the entry interface of the entry template is consistent with the text filling face of the claim statement, and the OCR server can carry the text information to the input device while carrying the identification area corresponding to the text information.
  • the identification is such that the input device records the text information into the entry position corresponding to the entry template according to the identification area identifier.
  • the OCR server when receiving the bill identification request sent by the input device, the OCR server obtains the bill image according to the bill identification request, determines the identification area of the bill image, and recognizes the text information in the identification area, and then The text information is fed back to the input device for inputting the text information of the billing device; the OCR server uses the OCR server to identify the text information of the claim bill to automatically enter the claim bill, thereby avoiding the problem of high error rate of manual entry of the claim bill, and The labor cost is reduced, and the efficiency of billing is improved.
  • the OCR server only needs to identify the text information of the identification area, and does not need to globally identify the bill, thereby reducing the recognition amount of the bill image, thereby reducing the recognition text information. The length of time has further improved the efficiency of bill entry.
  • FIG. 6 is a second embodiment of the bill entry method of the present application. Based on the foregoing embodiment, after the step S21, the step S20 further includes:
  • Step S23 determining that the identification area is at a first position of the billing image
  • the text information in the claim statement is not limited to words, but also numbers, letters and formulas, and the input device only needs to enter words, numbers, letters or formulas; and the OCR server only needs to recognize numbers, letters or formulas, and does not need all Identification.
  • the OCR server stores an identification object for each identification area of each type of bill (the identification object includes at least one of characters, numbers, letters, and/or formulas), that is, the OCR server sets the billing type, the identification area of the bill. The location and the mapping relationship of the identified objects. After the OCR server determines the type of the bill, it is determined that the identified area in the bill is at the position of the bill (first position).
  • Step S24 determining an identification object of the identification area according to the type and the first location, where the identification object includes at least one of a character, a number, a letter, and a formula;
  • Step S25 identifying text information in the identification object
  • the OCR server determines the identification object of the identification area according to the first location and the bill type, and then identifies the identification object to obtain corresponding text information.
  • the claims bill that needs to be identified contains three areas: A, B, and C.
  • Area A is used to fill out the claims and the amount of claims corresponding to the claims, that is, area A consists of words and numbers;
  • area B is used to calculate the amount of claims.
  • Principle and calculation formula, B area is composed of words, numbers, letters and formulas.
  • Area C is used to fill in the matters needing attention when the claim is settled, that is, the C area only contains text; and the A' corresponding to the A area in the entry template of the input device The area needs to fill in the text and numbers.
  • the B' area corresponding to the B area only needs to fill in the formula.
  • the C' area corresponding to the C area only needs to fill in the number; the OCR server determines the position of the A, B, and C areas, and then according to the position (the first A position) identifies the character and number of the A area, the formula for identifying the B area, and the number identifying the C area.
  • the identification object is only one of the text information (such as a number)
  • the number needs to be separated; in general, there is no character interval between the respective numbers of the complete value, and when the character interval occurs, Separate numbers (such as commas instead of character spacing) to form two values, and so on, text, letters, and formulas can be separated in the manner described above.
  • the OCR server after determining the identification area of the bill image, the OCR server further determines the location of the identification area, thereby determining the identification object of the identification area according to the location; because the identification object is text, numbers, letters and At least one of the formulas further reduces the recognition amount of the OCR server and improves the efficiency of the entry of the claims bill.
  • FIG. 7 is a third embodiment of the present application. After the step S20, the method further includes:
  • Step S40 Obtain a document template corresponding to the billing image according to the type
  • the OCR server can typeset the text information of each identification area of the bill image.
  • the OCR server sets a corresponding document template for each type of bill. After the OCR server determines the type of the bill, the corresponding document template can be determined according to the type of the bill.
  • Step S50 determining, according to the first location, that the text information is in a second location of the document template
  • the OCR server sets the mapping relationship between the location of the identification area of the bill and the text addition position of the document template, when the OCR server performs the identification of the text information of the identification area, according to The position (first position) of the recognition area and the mapping relationship determine the position (second position) of the text information in the document template.
  • Step S60 adding the text information to the second location in the document template to obtain a billing document
  • the textual information is added to the second location in the document template.
  • Step S70 feeding back the billing document to the input device, so that the input device inputs the text information according to the billing document;
  • the OCR server adds all the text information to the document template
  • the bill document is obtained.
  • the bill document is sent to the input device, so that the input device reads the text information from the bill document, and then enters the read text information. Enter the template.
  • the document template and the input template of the input device also have a position mapping relationship, so that the input device records the text information in the document template into the template through the position mapping relationship, thereby completing the entry of the claim statement.
  • the document template of the OCR server can be directly used as the input template of the input device, that is, after the text information is entered in the document template, the OCR server sends the bill document (the document template after the text information is entered) to the input device, and the input device saves the file template.
  • the billing document is fine.
  • the OCR server determines the second position of the text information on the document template according to the identification area in the first position of the billing image, so that according to the second position, The text information is added to the document template for the input device to input the text information according to the document template; the OCR server formats the recognized text information, thereby facilitating the entry system to input the typed text information, thereby improving the entry of the claim statement. effectiveness.
  • the present application also provides an optical character recognition server including a processor, a memory, and a bill entry program stored on the memory and operable on the processor, the bill entry program being The steps of the bill entry method described in the above embodiment are implemented when the processor is executed.
  • the present application also provides a storage medium storing a bill entry program, the bill entry program being executed by the processor to implement the steps of the bill entry method as described in the above embodiments.
  • the present application further provides a bill entry system, the bill entry system comprising an optical character recognition server and at least one entry device, wherein
  • the optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
  • the input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill
  • the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
  • the technical solution of the present application which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM as described above). , a disk, an optical disk, including a number of instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the methods described in the various embodiments of the present application.
  • a terminal device which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.

Abstract

Disclosed is a bill entry method, said bill entry method comprising the following steps: when a bill identification request sent by an entry device is received, acquiring a bill image according to the bill identification request; determining an identification area of the bill image and identifying text information in the identification area; and feeding back the text information to the entry device for said entry device to enter the text information. Further disclosed are a bill entry system, an optical character recognition server, and a storage medium. Due to the optical character recognition server, the present application only needs to identify the text information of the identification area, and does not need to globally identify the bill, which reduces the identification amount of the bill image and reduces the length of time spent identifying the text information, thereby improving the entry efficiency of the bill.

Description

账单录入方法、系统、光学字符识别服务器和存储介质  Bill entry method, system, optical character recognition server and storage medium
本申请要求于2018年2月23日提交中国专利局、申请号为201810155306.2、发明名称为“账单录入方法、系统、光学字符识别服务器何存储介质”的中国专利申请的优先权,其全部内容通过引用结合在申请中。This application claims the priority of the Chinese patent application filed on February 23, 2018, the Chinese Patent Office, application number 201810155306.2, and the invention name is "bill entry method, system, optical character recognition server and storage medium". The citation is incorporated in the application.
技术领域Technical field
本申请涉及通信技术领域,尤其涉及一种账单录入方法、系统、光学字符识别服务器和存储介质。The present application relates to the field of communications technologies, and in particular, to a bill entry method, system, optical character recognition server, and storage medium.
背景技术Background technique
随着人们生活水平的提高,越来越多的人有能力购买保险以降低意外事故的损失。As people's living standards improve, more and more people have the ability to purchase insurance to reduce the loss of accidents.
在购买保险的用户拿到理赔账单后,需要去理赔处结算理赔数额,而客服在进行理赔清算的同时,需要将理赔账单录入系统,以计算理赔数额。After the user who purchases the insurance gets the claim statement, he needs to go to the claim office to settle the claim amount, and the customer service needs to enter the claim statement into the system at the same time as the claim settlement, to calculate the claim amount.
现有技术中,理赔账单的录入由客服人工录入,这样的录入方式出错率会较高,且录入时长较长,使得理赔账单的录入效率低。In the prior art, the entry of the claim statement is manually entered by the customer service, and the error rate of the entry method is higher, and the entry time is longer, so that the entry efficiency of the claim statement is low.
发明内容Summary of the invention
本申请的主要目的在于提供一种账单录入方法、系统、光学字符识别服务器和存储介质,旨在理赔账单的录入效率低的问题。The main purpose of the present application is to provide a bill entry method, system, optical character recognition server, and storage medium, which are intended to solve the problem of low entry efficiency of bills.
为实现上述目的,本申请提供一种账单录入方法,所述账单录入方法包括以下步骤:To achieve the above objective, the present application provides a bill entry method, and the bill entry method includes the following steps:
在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;Upon receiving the bill identification request sent by the entry device, obtaining a bill image according to the bill identification request;
确定所述账单图像的识别区域,并识别所述识别区域中的文字信息;Determining an identification area of the bill image and identifying text information in the identification area;
向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息。The text information is fed back to the entry device for the entry device to enter the text information.
优选地,所述确定所述账单图像的识别区域的步骤包括:Preferably, the step of determining the identification area of the bill image includes:
确定所述账单图像的类型;Determining the type of the billing image;
根据所述类型确定所述账单图像的识别区域。An identification area of the billing image is determined according to the type.
优选地,所述确定所述账单图像的类型的步骤包括:Preferably, the step of determining the type of the billing image comprises:
确定所述账单图像的预设识别区域;Determining a preset identification area of the bill image;
识别所述预设识别区域以获得账单的标识信息;Identifying the preset identification area to obtain identification information of the bill;
根据所述标识信息确定所述账单图像的类型。The type of the billing image is determined based on the identification information.
优选地,所述识别所述识别区域中的文字信息的步骤包括:Preferably, the step of identifying the text information in the identification area comprises:
确定所述识别区域在所述账单图像的第一位置;Determining that the identification area is at a first location of the billing image;
根据所述类型以及所述第一位置确定所述识别区域的识别对象,其中,识别对象包括文字、数字、字母及公式中的至少一种;Determining an identification object of the identification area according to the type and the first position, wherein the identification object includes at least one of a character, a number, a letter, and a formula;
识别所述识别对象中的文字信息。Identifying text information in the identified object.
优选地,所述识别所述识别区域中的文字信息的步骤之后,还包括:Preferably, after the step of identifying the text information in the identification area, the method further includes:
根据所述类型获取所述账单图像对应的文档模板;Obtaining a document template corresponding to the billing image according to the type;
根据所述第一位置确定所述文字信息在所述文档模板的第二位置;Determining, according to the first location, the text information in a second location of the document template;
将所述文字信息添加至所述文档模板中的所述第二位置,以获得账单文档;Adding the text information to the second location in the document template to obtain a billing document;
向所述录入装置反馈所述账单文档,以使所述录入装置根据所述账单文档录入所述文字信息。The billing document is fed back to the entry device to cause the entry device to enter the text information according to the bill document.
优选地,所述根据所述第一位置确定所述文字信息在所述文档模板的第二位置的步骤包括:Preferably, the step of determining, according to the first location, the text information in the second location of the document template comprises:
获取所述账单图像与所述文档模板之间的位置映射关系;Obtaining a position mapping relationship between the bill image and the document template;
根据所述第一位置以及所述位置映射关系确定所述第二位置。The second location is determined according to the first location and the location mapping relationship.
优选地,所述根据所述账单识别请求获取账单图像的步骤包括:Preferably, the step of obtaining a bill image according to the bill identification request comprises:
根据所述账单识别请求获取待处理账单图像;Obtaining a pending billing image according to the bill identification request;
获取预设灰度阈值,并根据所述预设灰度阈值二值化处理所述待处理账单图像以获得所述账单图像。Obtaining a preset grayscale threshold, and binarizing the to-be-processed billing image according to the preset grayscale threshold to obtain the billing image.
为实现上述目的,本申请还提供一种光学字符识别服务器,所述光学字符识别服务器包括处理器、存储器以及存储在所述存储器上并可在所述处理器上运行的账单录入程序,所述账单录入程序被所述处理器执行时实现如上所述的账单录入方法的步骤。To achieve the above object, the present application also provides an optical character recognition server including a processor, a memory, and a bill entry program stored on the memory and operable on the processor, The step of the bill entry method as described above is implemented when the bill entry program is executed by the processor.
为实现上述目的,本申请还提供一种存储介质,所述存储介质存储有账单录入程序,所述账单录入程序被所述处理器执行时实现如上所述的账单录入方法的步骤。To achieve the above object, the present application also provides a storage medium storing a bill entry program, the bill entry program being executed by the processor to implement the steps of the bill entry method as described above.
为实现上述目的,本申请还提供一种账单录入系统,所述账单录入系统包括光学字符识别服务器以及至少一个录入装置,其中,In order to achieve the above object, the present application further provides a bill entry system, the bill entry system comprising an optical character recognition server and at least one entry device, wherein
所述光学字符识别服务器,用于在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像,确定所述账单图像的识别区域,识别所述识别区域中的文字信息,向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息;The optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
所述录入装置,用于接收光学字符识别服务器发送的文字信息,确定所述文字信息对应的录入模板,并将所述文字信息添加至所述录入模板,其中,所述录入装置在接收到账单录入请求时,扫描账单以获得账单图像,并向所述光学字符识别服务器发送含有所述账单图形的账单识别请求,以供所述光学字符识别服务器将所述账单图像中的文字信息反馈至所述录入装置。The input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill When the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
本申请提供账单录入方法、系统、光学字符识别服务器和存储介质,在接收到录入装置发送的账单识别请求时,根据账单识别请求获取账单图像,让后确定账单图像的识别区域,并识别识别区域中的文字信息,再向录入装置反馈文字信息,以供录入装置录入账单的文字信息;因光学字符识服务器只需识别识别区域的文字信息,而不需对账单进行全局识别,减少了对账单图像的识别量,减少了识别文字信息的时长,从而提高了账单的录入效率。The present application provides a bill entry method, system, optical character recognition server, and storage medium. When receiving a bill identification request sent by an entry device, the bill image is acquired according to the bill identification request, and the identification area of the bill image is determined, and the identification area is identified. In the text information, the text information is fed back to the input device for inputting the text information of the billing device; since the optical character recognition server only needs to recognize the text information of the identification area, the bill is not required to be globally recognized, and the statement is reduced. The recognition amount of the image reduces the length of time for identifying the text information, thereby improving the efficiency of bill entry.
附图说明DRAWINGS
图1为本申请实施例所涉及的系统构架图;1 is a structural diagram of a system involved in an embodiment of the present application;
图2为本申请实施例所涉及的光学字符识别服务器的硬件结构示意图;2 is a schematic structural diagram of hardware of an optical character recognition server according to an embodiment of the present application;
图3为本申请账单录入方法的第一实施例的流程示意图;3 is a schematic flow chart of a first embodiment of a bill entry method of the present application;
图4为图3中步骤S10的细化流程示意图;4 is a schematic diagram of a refinement process of step S10 in FIG. 3;
图5为图3中步骤S20内的确定所述账单图像的识别区域的细化流程示意图;FIG. 5 is a schematic diagram of a refinement process for determining an identification area of the bill image in step S20 of FIG. 3;
图6为本申请账单录入方法的第二实施例的流程示意图;6 is a schematic flow chart of a second embodiment of a bill entry method of the present application;
图7为本申请账单录入方法的第三实施例的流程示意图。。 FIG. 7 is a schematic flowchart diagram of a third embodiment of a bill entry method according to the present application. .
本申请目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The implementation, functional features and advantages of the present application will be further described with reference to the accompanying drawings.
具体实施方式Detailed ways
应当理解,此处所描述的具体实施例仅仅用以解释本申请,并不用于限定本申请。It is understood that the specific embodiments described herein are merely illustrative of the application and are not intended to be limiting.
本申请实施例的主要解决方案是:在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;确定所述账单图像的识别区域,并识别所述识别区域中的文字信息;向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息。The main solution of the embodiment of the present application is: when receiving the bill identification request sent by the input device, acquiring the bill image according to the bill identification request; determining the identification area of the bill image, and identifying the text in the recognition area Information; feeding back the text information to the entry device for the entry device to enter the text information.
由于现有技术中,理赔账单的录入由客服人工录入,这样的录入方式出错率会较高,且录入时长较长,使得理赔账单的录入效率低。Because in the prior art, the entry of the claim statement is manually entered by the customer service, such an entry method has a higher error rate and a longer entry time, which makes the entry of the claim statement less efficient.
本申请提供一种解决方案,因光学字符识服务器只需识别识别区域的文字信息,而不需对账单进行全局识别,减少了对账单图像的识别量,减少了识别文字信息的时长,从而提高了账单的录入效率。The present application provides a solution, because the optical character recognition server only needs to identify the text information of the identification area, and does not need to globally identify the bill, thereby reducing the recognition amount of the billing image and reducing the length of time for identifying the text information, thereby improving The efficiency of entry of bills.
如图1所示,本实施例方法涉及的系统架构包括光学字符识别服务器和录入装置,其中,As shown in FIG. 1 , the system architecture involved in the method of this embodiment includes an optical character recognition server and an input device, where
所述光学字符识别服务器,用于在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像,确定所述账单图像的识别区域,识别所述识别区域中的文字信息,向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息;The optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
所述录入装置,用于接收光学字符识别服务器发送的文字信息,确定所述文字信息对应的录入模板,并将所述文字信息添加至所述录入模板,其中,所述录入装置在接收到账单录入请求时,扫描账单以获得账单图像,并向所述光学字符识别服务器发送含有所述账单图形的账单识别请求,以供所述光学字符识别服务器将所述账单图像中的文字信息反馈至所述录入装置。The input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill When the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
作为一种实现方案,上述光学字符识别服务器的硬件结构可以如图2所述。As an implementation, the hardware structure of the above optical character recognition server may be as shown in FIG. 2 .
参照图2,该光学字符识别服务器可以包括:处理器1001,例如CPU,存储器1002,通信总线1003。其中,通信总线1003用于实现该光学字符识别服务器中各组成部件之间的连接通信。存储器1002可以是高速RAM存储器,也可以是稳定的存储器(non-volatile memory),例如磁盘存储器。存储器1002可选的还可以是独立于前述处理器1001的存储装置。如图2所示,作为一种计算机存储介质的存储器1002中可以包括账单录入程序。Referring to FIG. 2, the optical character recognition server may include a processor 1001, such as a CPU, a memory 1002, and a communication bus 1003. The communication bus 1003 is configured to implement connection communication between components in the optical character recognition server. The memory 1002 may be a high speed RAM memory or a stable memory (non-volatile) Memory), such as disk storage. The memory 1002 can also optionally be a storage device independent of the aforementioned processor 1001. As shown in FIG. 2, a bill entry program may be included in the memory 1002 as a computer storage medium.
在图2所示的光学字符识别服务器所涉及的硬件中处理器1001可以用于调用存储器1002中存储的账单录入程序,以执行实施例所述的账单录入方法。The processor 1001 in the hardware involved in the optical character recognition server shown in FIG. 2 can be used to call the bill entry program stored in the memory 1002 to execute the bill entry method described in the embodiment.
基于上述硬件构架,提出本申请账单录入方法的实施例。Based on the above hardware architecture, an embodiment of the bill entry method of the present application is proposed.
参照图3,图3为本申请账单录入方法的第一实施例,所述账单录入方法包括以下步骤:Referring to FIG. 3, FIG. 3 is a first embodiment of a bill entry method according to the present application. The bill entry method includes the following steps:
步骤S10,在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;Step S10, when receiving the bill identification request sent by the input device, acquiring a bill image according to the bill identification request;
在本申请中,执行主体为光学字符识别服务器(OCR服务器)。OCR服务器通信连接有多台录入装置,录入装置设有扫描模块,能够扫描理赔账单,从而获得账单图像,然后录入装置向OCR服务器发送含有账单图像的账单识别请求,需要说明的是,OCR服务器在接收到账单识别请求时,获取待处理账单图像,需要对该待处理账单图像进行二值化处理,具体的,请参照图4,即步骤S10包括:In the present application, the execution subject is an optical character recognition server (OCR server). The OCR server is connected to a plurality of input devices, and the input device is provided with a scanning module capable of scanning the claim statement to obtain a bill image, and then the input device sends a bill identification request containing the bill image to the OCR server. It should be noted that the OCR server is When the billing identification request is received, the image of the bill to be processed is obtained, and the image of the bill to be processed needs to be binarized. Specifically, please refer to FIG. 4, that is, step S10 includes:
步骤S11,根据所述账单识别请求获取待处理账单图像;Step S11, acquiring a to-be-processed billing image according to the bill identification request;
录入装置中存储有用户上传的理赔账单图像,在用户需要进行理赔清算时,可在录入装置中点击对应的理赔账单图像,录入装置在检测到用户的点击理赔账单图像操作时,生成含有该理赔账单图像的账单识别请求,并将账单识别请求发送至OCR服务器,OCR服务器解析账单识别请求,得到理赔账单图像,理赔账单图像即为待处理账单图像。The input device stores the image of the claim statement uploaded by the user. When the user needs to perform the settlement of the claim, the corresponding claim statement image may be clicked on the input device, and the input device generates the claim when the user clicks on the claim statement image operation. The bill identification request of the bill image, and the bill identification request is sent to the OCR server, the OCR server parses the bill identification request, and obtains the claim bill image, and the claim bill image is the pending bill image.
步骤S12,获取预设灰度阈值,并根据所述预设灰度阈值二值化处理所述待处理账单图像以获得所述账单图像;Step S12, acquiring a preset grayscale threshold, and binarizing the to-be-processed billing image according to the preset grayscale threshold to obtain the billing image;
OCR服务器在获取账单识别请求中携带的待处理账单图像后,获取预设灰度阈值(预设灰度阈值可以为任意合适的数值),并根据预设灰度阈值二值化处理待处理账单图像,从而获得二值图像(账单图像),以供OCR服务器识别该账单图像。After obtaining the to-be-processed billing image carried in the bill identification request, the OCR server obtains a preset grayscale threshold (the preset grayscale threshold may be any suitable value), and binarizes the pending bill according to the preset grayscale threshold. An image to obtain a binary image (bill image) for the OCR server to recognize the bill image.
需要说明的是,在OCR服务器连接有多台录入装置时,录入装置可对扫描的账单图像进行二值化处理得到二值化的账单图像,再向OCR服务器发送含有二值化的账单图像的账单识别请求;因二值化的账单图像的容量远小于扫描后的账单图像,从而减少了录入装置向OCR服务器的传输量,使得OCR服务器能够保持足够的带宽余量以保证与各个录入装置的数据交互速率,也即保证了账单录入时长不会因网络状况受到影响。It should be noted that when multiple input devices are connected to the OCR server, the input device may perform binarization processing on the scanned bill image to obtain a binarized bill image, and then send a binned bill image to the OCR server. Bill identification request; because the binarized bill image has a much smaller capacity than the scanned bill image, thereby reducing the amount of input to the OCR server, enabling the OCR server to maintain sufficient bandwidth to ensure compatibility with each entry device The data exchange rate, which guarantees that the bill entry time is not affected by the network conditions.
步骤S20,确定所述账单图像的识别区域,并识别所述识别区域中的文字信息; Step S20, determining an identification area of the bill image, and identifying text information in the identification area;
理赔账单由多个区域以及空白部分组成,区域内含有文字信息,也即OCR服务器只需识别区域被的文字信息即可,不需要对空白区域进行识别。基于此,理赔账单可设置多个固定位置的区域,这些区域用于填写文字信息,OCR服务器只需识别这些区域内中的文字信息即可。具体的,请参照图5,即步骤S20包括:The claim statement consists of multiple areas and blank parts. The area contains text information, that is, the OCR server only needs to recognize the text information of the area, and does not need to identify the blank area. Based on this, the claim bill can set a plurality of fixed location areas, which are used to fill in text information, and the OCR server only needs to identify the text information in these areas. Specifically, please refer to FIG. 5, that is, step S20 includes:
步骤S21,确定所述账单图像的类型;Step S21, determining a type of the billing image;
每一种理赔账单含有对应的标识信息,该标识信息可以是文字、字母、数字组成的编号,标识信息设置在理赔账单的固定区域(预设识别区域),OCR服务器只需对固定区域中的标识信息进行识别,从而得到该理赔账单的编号,再根据编号确定理赔账单的类型。Each type of claim statement includes corresponding identification information, and the identification information may be a number consisting of characters, letters, and numbers. The identification information is set in a fixed area of the claim statement (preset identification area), and the OCR server only needs to be in the fixed area. The identification information is identified to obtain the number of the claim statement, and the type of the claim statement is determined according to the number.
步骤S22,根据所述类型确定所述账单图像的识别区域;Step S22, determining an identification area of the bill image according to the type;
不同类型的理赔账单因赔付事项不同,则可填写文字的区域的位置以及面积也不相同,也即每种类型的理赔账单具有固定的填写文字区域,而OCR服务器存储有各种类型的理赔账单的填写文字区域(识别区域);在当接收到账单识别请求时,只需确定账单识别请求中的账单图像的类型,即可根据类型确定账单图像的识别区域,从而对识别区域中的文字信息进行识别。Different types of claims bills have different locations and areas for filling out texts, that is, each type of claim bill has a fixed text field, and the OCR server stores various types of claim bills. Fill in the text area (identification area); when receiving the bill identification request, only need to determine the type of the bill image in the bill identification request, and then determine the identification area of the bill image according to the type, thereby the text information in the identification area Identify.
步骤S30,向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息;Step S30, feeding back the text information to the input device, so that the input device inputs the text information;
在OCR服务器对识别区域的文字信息进行识别后,会将文字信息反馈至录入装置,录入装置再将文字信息录入对应的录入模板中,以完成理赔账单的录入。需要说明的是,录入模板可根据理赔账单设置,即录入模板的录入界面与理赔账单的文字填写面一致,OCR服务器在向录入装置传输文字信息的同时,可携带与该文字信息对应的识别区域标识,从而使得录入装置根据识别区域标识将文字信息录入录入模板对应的录入位置。After the OCR server recognizes the text information of the identification area, the text information is fed back to the input device, and the input device records the text information into the corresponding entry template to complete the entry of the claim statement. It should be noted that the entry template can be set according to the claim statement, that is, the entry interface of the entry template is consistent with the text filling face of the claim statement, and the OCR server can carry the text information to the input device while carrying the identification area corresponding to the text information. The identification is such that the input device records the text information into the entry position corresponding to the entry template according to the identification area identifier.
本实施例提供的技术方案中,OCR服务器在接收到录入装置发送的账单识别请求时,根据账单识别请求获取账单图像,让后确定账单图像的识别区域,并识别识别区域中的文字信息,再向录入装置反馈文字信息,以供录入装置录入账单的文字信息;因本申请采用OCR服务器识别理赔账单的文字信息以自动将理赔账单录入,避免了人工录入理赔账单的出错率高的问题,并减少了人力成本,提高了账单的录入效率,另外,OCR识服务器只需识别识别区域的文字信息,而不需对账单进行全局识别,减少了对账单图像的识别量,从而减少了识别文字信息的时长,进一步提高了账单的录入效率。In the technical solution provided by the embodiment, when receiving the bill identification request sent by the input device, the OCR server obtains the bill image according to the bill identification request, determines the identification area of the bill image, and recognizes the text information in the identification area, and then The text information is fed back to the input device for inputting the text information of the billing device; the OCR server uses the OCR server to identify the text information of the claim bill to automatically enter the claim bill, thereby avoiding the problem of high error rate of manual entry of the claim bill, and The labor cost is reduced, and the efficiency of billing is improved. In addition, the OCR server only needs to identify the text information of the identification area, and does not need to globally identify the bill, thereby reducing the recognition amount of the bill image, thereby reducing the recognition text information. The length of time has further improved the efficiency of bill entry.
参照图6,图6为本申请账单录入方法的第二实施例,基于上述实施例,所述步骤S21步骤之后,所述步骤S20还包括:Referring to FIG. 6, FIG. 6 is a second embodiment of the bill entry method of the present application. Based on the foregoing embodiment, after the step S21, the step S20 further includes:
步骤S23,确定所述识别区域在所述账单图像的第一位置;Step S23, determining that the identification area is at a first position of the billing image;
理赔账单内的文字信息不仅仅限于文字,还可以是数字、字母以及公式,而录入装置只需录入文字、数字、字母或者公式;而OCR服务器只需识别数字、字母或者公式,并不需要全部识别。基于此,OCR服务器存储对每种类型的账单的各个识别区域设置识别对象(识别对象包括文字、数字、字母及/公式中的至少一种),也即OCR服务器设置账单类型、账单的识别区域位置以及识别对象的映射关系。在当OCR服务器确定账单的类型后,再确定该账单中识别区域在账单的位置(第一位置)。The text information in the claim statement is not limited to words, but also numbers, letters and formulas, and the input device only needs to enter words, numbers, letters or formulas; and the OCR server only needs to recognize numbers, letters or formulas, and does not need all Identification. Based on this, the OCR server stores an identification object for each identification area of each type of bill (the identification object includes at least one of characters, numbers, letters, and/or formulas), that is, the OCR server sets the billing type, the identification area of the bill. The location and the mapping relationship of the identified objects. After the OCR server determines the type of the bill, it is determined that the identified area in the bill is at the position of the bill (first position).
步骤S24,根据所述类型以及所述第一位置确定所述识别区域的识别对象,其中,识别对象包括文字、数字、字母及公式中的至少一种;Step S24, determining an identification object of the identification area according to the type and the first location, where the identification object includes at least one of a character, a number, a letter, and a formula;
步骤S25,识别所述识别对象中的文字信息;Step S25, identifying text information in the identification object;
OCR服务器根据第一位置以及账单类型确定识别区域的识别对象,然后对识别对象进行识别以得到对应的文字信息。比如,需要识别的理赔账单含有A、B、C三个区域,A区域用于填写理赔事项以及理赔事项对应的理赔数额,即A区域由文字与数字组成;B区域用于填写理赔数额的计算原理以及计算公式,B区域由文字、数字、字母以及公式组成,C区域用于填写理赔时需要注意的事项,即C区域只含有文字;而录入装置的录入模板中与A区域对应的A’区域需要填写文字以及数字,与B区域对应的B’区域只需填写公式,C区域对应的C’区域则只需填写数字;OCR服务器确定A、B、C区域的位置,再根据位置(第一位置)识别A区域的文字以及数字、识别B区域的公式以及识别C区域的数字。The OCR server determines the identification object of the identification area according to the first location and the bill type, and then identifies the identification object to obtain corresponding text information. For example, the claims bill that needs to be identified contains three areas: A, B, and C. Area A is used to fill out the claims and the amount of claims corresponding to the claims, that is, area A consists of words and numbers; area B is used to calculate the amount of claims. Principle and calculation formula, B area is composed of words, numbers, letters and formulas. Area C is used to fill in the matters needing attention when the claim is settled, that is, the C area only contains text; and the A' corresponding to the A area in the entry template of the input device The area needs to fill in the text and numbers. The B' area corresponding to the B area only needs to fill in the formula. The C' area corresponding to the C area only needs to fill in the number; the OCR server determines the position of the A, B, and C areas, and then according to the position (the first A position) identifies the character and number of the A area, the formula for identifying the B area, and the number identifying the C area.
需要说明的是,若识别对象只是文字信息中的某一种(比如数字),需要对数字进行分隔;通常而言,完整的数值的各个数字之间无字符间隔,再出现字符间隔时,可将数字隔开(比如用逗号代替字符间隔),从而形成二个数值,以此类推,文字、字母以及公式都可采用上述方式进行分隔。It should be noted that if the identification object is only one of the text information (such as a number), the number needs to be separated; in general, there is no character interval between the respective numbers of the complete value, and when the character interval occurs, Separate numbers (such as commas instead of character spacing) to form two values, and so on, text, letters, and formulas can be separated in the manner described above.
本实施例提供的技术方案中,OCR服务器在确定账单图像的识别区域后,进一步确定识别区域的位置,从而根据位置确定识别区域的识别对象;因识别对象是文字信息中文字、数字、字母及/或公式中的至少一种,进一步减少了OCR服务器的识别量,提高了理赔账单的录入效率。In the technical solution provided by the embodiment, after determining the identification area of the bill image, the OCR server further determines the location of the identification area, thereby determining the identification object of the identification area according to the location; because the identification object is text, numbers, letters and At least one of the formulas further reduces the recognition amount of the OCR server and improves the efficiency of the entry of the claims bill.
参照图7,图7为本申请第三实施例,基于第二实施例,所述步骤S20之后,还包括:Referring to FIG. 7, FIG. 7 is a third embodiment of the present application. After the step S20, the method further includes:
步骤S40,根据所述类型获取所述账单图像对应的文档模板;Step S40: Obtain a document template corresponding to the billing image according to the type;
为了便于录入装置将文字信息录入,OCR服务器可对账单图像的各个识别区域的文字信息进行排版。OCR服务器对每一种类型的账单设置有对应的文档模板,OCR服务器确定账单的类型后,根据账单的类型即可确定对应的文档模板。In order to facilitate entry of the text information by the entry device, the OCR server can typeset the text information of each identification area of the bill image. The OCR server sets a corresponding document template for each type of bill. After the OCR server determines the type of the bill, the corresponding document template can be determined according to the type of the bill.
步骤S50,根据所述第一位置确定所述文字信息在所述文档模板的第二位置;Step S50, determining, according to the first location, that the text information is in a second location of the document template;
为了便于将识别区域的文字信息添加至文档模板中相应的位置,OCR服务器设置账单的识别区域位置与文档模板的文字添加位置的映射关系,在当OCR服务器进行识别区域的文字信息识别时,根据该识别区域的位置(第一位置)以及映射关系即可确定文字信息在文档模板中的位置(第二位置)。In order to facilitate adding the text information of the identification area to the corresponding position in the document template, the OCR server sets the mapping relationship between the location of the identification area of the bill and the text addition position of the document template, when the OCR server performs the identification of the text information of the identification area, according to The position (first position) of the recognition area and the mapping relationship determine the position (second position) of the text information in the document template.
步骤S60,将所述文字信息添加至所述文档模板中的所述第二位置,以获得账单文档;Step S60, adding the text information to the second location in the document template to obtain a billing document;
在确定文字信息在文档模板中的位置后,再将文字信息添加至文档模板中的第二位置。After determining the location of the textual information in the document template, the textual information is added to the second location in the document template.
步骤S70,向所述录入装置反馈所述账单文档,以使所述录入装置根据所述账单文档录入所述文字信息;Step S70, feeding back the billing document to the input device, so that the input device inputs the text information according to the billing document;
OCR服务器在将所有的文字信息添加至文档模板后,得到账单文档,此时,再将账单文档发送至录入装置,从而使得录入装置从账单文档读取文字信息,再将读取的文字信息录入录入模板中。After the OCR server adds all the text information to the document template, the bill document is obtained. At this time, the bill document is sent to the input device, so that the input device reads the text information from the bill document, and then enters the read text information. Enter the template.
进一步的,文档模板与录入装置的录入模板也具有位置映射关系,这样,录入装置通过位置映射关系将文档模板中的文字信息录入录入模板中,从而完成理赔账单的录入。当然,OCR服务器的文档模板可直接作为录入装置的录入模板,也即在文档模板中录入文字信息后,OCR服务器将账单文档(录入文字信息后的文档模板)发送至录入装置,录入装置保存该账单文档即可。Further, the document template and the input template of the input device also have a position mapping relationship, so that the input device records the text information in the document template into the template through the position mapping relationship, thereby completing the entry of the claim statement. Of course, the document template of the OCR server can be directly used as the input template of the input device, that is, after the text information is entered in the document template, the OCR server sends the bill document (the document template after the text information is entered) to the input device, and the input device saves the file template. The billing document is fine.
本实施例提供的技术方案中,OCR服务器在对识别区域的文字信息识别后,根据识别区域在账单图像的第一位置确定该文字信息在文档模板上的第二位置,从而根据第二位置将文字信息添加至文档模板中,以供录入装置根据文档模板将文字信息录入;因OCR服务器将识别到的文字信息进行排版,从而方便录入系统将排版后的文字信息录入,提高了理赔账单的录入效率。In the technical solution provided by the embodiment, after identifying the text information of the identification area, the OCR server determines the second position of the text information on the document template according to the identification area in the first position of the billing image, so that according to the second position, The text information is added to the document template for the input device to input the text information according to the document template; the OCR server formats the recognized text information, thereby facilitating the entry system to input the typed text information, thereby improving the entry of the claim statement. effectiveness.
本申请还提供一种光学字符识别服务器,所述光学字符识别服务器包括处理器、存储器以及存储在所述存储器上并可在所述处理器上运行的账单录入程序,所述账单录入程序被所述处理器执行时实现如上实施例所述的账单录入方法的步骤。The present application also provides an optical character recognition server including a processor, a memory, and a bill entry program stored on the memory and operable on the processor, the bill entry program being The steps of the bill entry method described in the above embodiment are implemented when the processor is executed.
为实现上述目的,本申请还提供一种存储介质,所述存储介质存储有账单录入程序,所述账单录入程序被所述处理器执行时实现如上实施例所述的账单录入方法的步骤。To achieve the above object, the present application also provides a storage medium storing a bill entry program, the bill entry program being executed by the processor to implement the steps of the bill entry method as described in the above embodiments.
为实现上述目的,本申请还提供一种账单录入系统,所述账单录入系统包括光学字符识别服务器以及至少一个录入装置,其中,In order to achieve the above object, the present application further provides a bill entry system, the bill entry system comprising an optical character recognition server and at least one entry device, wherein
所述光学字符识别服务器,用于在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像,确定所述账单图像的识别区域,识别所述识别区域中的文字信息,向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息;The optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
所述录入装置,用于接收光学字符识别服务器发送的文字信息,确定所述文字信息对应的录入模板,并将所述文字信息添加至所述录入模板,其中,所述录入装置在接收到账单录入请求时,扫描账单以获得账单图像,并向所述光学字符识别服务器发送含有所述账单图形的账单识别请求,以供所述光学字符识别服务器将所述账单图像中的文字信息反馈至所述录入装置。The input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill When the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
上述本申请实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the embodiments of the present application are merely for the description, and do not represent the advantages and disadvantages of the embodiments.
需要说明的是,在本文中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者装置不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者装置所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者装置中还存在另外的相同要素。It is to be understood that the term "comprises", "comprising", or any other variants thereof, is intended to encompass a non-exclusive inclusion, such that a process, method, article, or device comprising a series of elements includes those elements. It also includes other elements that are not explicitly listed, or elements that are inherent to such a process, method, article, or device. An element that is defined by the phrase "comprising a ..." does not exclude the presence of additional equivalent elements in the process, method, item, or device that comprises the element.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在如上所述的一个存储介质(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是手机,计算机,服务器,空调器,或者网络设备等)执行本申请各个实施例所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the foregoing embodiment method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be through hardware, but in many cases, the former is better. Implementation. Based on such understanding, the technical solution of the present application, which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM as described above). , a disk, an optical disk, including a number of instructions for causing a terminal device (which may be a mobile phone, a computer, a server, an air conditioner, or a network device, etc.) to perform the methods described in the various embodiments of the present application.
以上仅为本申请的优选实施例,并非因此限制本申请的专利范围,凡是利用本申请说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本申请的专利保护范围内。The above is only a preferred embodiment of the present application, and is not intended to limit the scope of the patent application, and the equivalent structure or equivalent process transformations made by the specification and the drawings of the present application, or directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of this application.

Claims (20)

  1. 一种账单录入方法,其特征在于,所述账单录入方法包括以下步骤: A bill entry method, characterized in that the bill entry method comprises the following steps:
    在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;Upon receiving the bill identification request sent by the entry device, obtaining a bill image according to the bill identification request;
    确定所述账单图像的识别区域,并识别所述识别区域中的文字信息;Determining an identification area of the bill image and identifying text information in the identification area;
    向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息。The text information is fed back to the entry device for the entry device to enter the text information.
  2. 如权利要求1所述的账单录入方法,其特征在于,所述确定所述账单图像的识别区域的步骤包括:The bill entry method according to claim 1, wherein said determining said identification area of said bill image comprises:
    确定所述账单图像的类型;Determining the type of the billing image;
    根据所述类型确定所述账单图像的识别区域。An identification area of the billing image is determined according to the type.
  3. 如权利要求2所述的账单录入方法,其特征在于,所述确定所述账单图像的类型的步骤包括:The bill entry method according to claim 2, wherein said determining said type of billing image comprises:
    确定所述账单图像的预设识别区域;Determining a preset identification area of the bill image;
    识别所述预设识别区域以获得账单的标识信息;Identifying the preset identification area to obtain identification information of the bill;
    根据所述标识信息确定所述账单图像的类型。The type of the billing image is determined based on the identification information.
  4. 如权利要求2所述的账单录入方法,其特征在于,所述识别所述识别区域中的文字信息的步骤包括:The bill entry method according to claim 2, wherein the step of identifying the text information in the identification area comprises:
    确定所述识别区域在所述账单图像的第一位置;Determining that the identification area is at a first location of the billing image;
    根据所述类型以及所述第一位置确定所述识别区域的识别对象,其中,识别对象包括文字、数字、字母及公式中的至少一种;Determining an identification object of the identification area according to the type and the first position, wherein the identification object includes at least one of a character, a number, a letter, and a formula;
    识别所述识别对象中的文字信息。Identifying text information in the identified object.
  5. 如权利要求4所述的账单录入方法,其特征在于,所述识别所述识别区域中的文字信息的步骤之后,还包括:The bill entry method according to claim 4, wherein the step of identifying the text information in the identification area further comprises:
    根据所述类型获取所述账单图像对应的文档模板;Obtaining a document template corresponding to the billing image according to the type;
    根据所述第一位置确定所述文字信息在所述文档模板的第二位置;Determining, according to the first location, the text information in a second location of the document template;
    将所述文字信息添加至所述文档模板中的所述第二位置,以获得账单文档;Adding the text information to the second location in the document template to obtain a billing document;
    向所述录入装置反馈所述账单文档,以使所述录入装置根据所述账单文档录入所述文字信息。The billing document is fed back to the entry device to cause the entry device to enter the text information according to the bill document.
  6. 如权利要求5所述的账单录入方法,其特征在于,所述根据所述第一位置确定所述文字信息在所述文档模板的第二位置的步骤包括:The bill entry method according to claim 5, wherein the step of determining the text information in the second position of the document template according to the first location comprises:
    获取所述账单图像与所述文档模板之间的位置映射关系;Obtaining a position mapping relationship between the bill image and the document template;
    根据所述第一位置以及所述位置映射关系确定所述第二位置。The second location is determined according to the first location and the location mapping relationship.
  7. 如权利要求1所述的账单录入方法,其特征在于,所述根据所述账单识别请求获取账单图像的步骤包括:The bill entry method according to claim 1, wherein said step of obtaining a bill image according to said bill identification request comprises:
    根据所述账单识别请求获取待处理账单图像;Obtaining a pending billing image according to the bill identification request;
    获取预设灰度阈值,并根据所述预设灰度阈值二值化处理所述待处理账单图像以获得所述账单图像。Obtaining a preset grayscale threshold, and binarizing the to-be-processed billing image according to the preset grayscale threshold to obtain the billing image.
  8. 一种光学字符识别服务器,其特征在于,所述光学字符识别服务器包括处理器、存储器以及存储在所述存储器上并可在所述处理器上运行的账单录入程序,所述账单录入程序被所述处理器执行时实现以下步骤:An optical character recognition server, comprising: a processor, a memory, and a bill entry program stored on the memory and operable on the processor, the bill entry program being The following steps are implemented when the processor executes:
    在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;Upon receiving the bill identification request sent by the entry device, obtaining a bill image according to the bill identification request;
    确定所述账单图像的识别区域,并识别所述识别区域中的文字信息;Determining an identification area of the bill image and identifying text information in the identification area;
    向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息。The text information is fed back to the entry device for the entry device to enter the text information.
  9. 如权利要求8所述的光学字符识别服务器,其特征在于,所述确定所述账单图像的识别区域的步骤包括:The optical character recognition server according to claim 8, wherein said step of determining an identification area of said bill image comprises:
    确定所述账单图像的类型;Determining the type of the billing image;
    根据所述类型确定所述账单图像的识别区域。An identification area of the billing image is determined according to the type.
  10. 如权利要求9所述的光学字符识别服务器,其特征在于,所述确定所述账单图像的类型的步骤包括:The optical character recognition server according to claim 9, wherein said determining said type of billing image comprises:
    确定所述账单图像的预设识别区域;Determining a preset identification area of the bill image;
    识别所述预设识别区域以获得账单的标识信息;Identifying the preset identification area to obtain identification information of the bill;
    根据所述标识信息确定所述账单图像的类型。The type of the billing image is determined based on the identification information.
  11. 如权利要求9所述的光学字符识别服务器,其特征在于,所述识别所述识别区域中的文字信息的步骤包括:The optical character recognition server according to claim 9, wherein said step of identifying text information in said identification area comprises:
    确定所述识别区域在所述账单图像的第一位置;Determining that the identification area is at a first location of the billing image;
    根据所述类型以及所述第一位置确定所述识别区域的识别对象,其中,识别对象包括文字、数字、字母及公式中的至少一种;Determining an identification object of the identification area according to the type and the first position, wherein the identification object includes at least one of a character, a number, a letter, and a formula;
    识别所述识别对象中的文字信息。Identifying text information in the identified object.
  12. 如权利要求11所述的光学字符识别服务器,其特征在于,所述识别所述识别区域中的文字信息的步骤之后,所述账单录入程序被所述处理器执行时实现以下步骤:The optical character recognition server according to claim 11, wherein said step of recognizing said text information in said identification area is performed by said processor when said bill entry program is executed by said processor:
    根据所述类型获取所述账单图像对应的文档模板;Obtaining a document template corresponding to the billing image according to the type;
    根据所述第一位置确定所述文字信息在所述文档模板的第二位置;Determining, according to the first location, the text information in a second location of the document template;
    将所述文字信息添加至所述文档模板中的所述第二位置,以获得账单文档;Adding the text information to the second location in the document template to obtain a billing document;
    向所述录入装置反馈所述账单文档,以使所述录入装置根据所述账单文档录入所述文字信息。The billing document is fed back to the entry device to cause the entry device to enter the text information according to the bill document.
  13. 如权利要求12所述的光学字符识别服务器,其特征在于,所述根据所述第一位置确定所述文字信息在所述文档模板的第二位置的步骤包括:The optical character recognition server according to claim 12, wherein the step of determining the text information in the second position of the document template according to the first location comprises:
    获取所述账单图像与所述文档模板之间的位置映射关系;Obtaining a position mapping relationship between the bill image and the document template;
    根据所述第一位置以及所述位置映射关系确定所述第二位置。The second location is determined according to the first location and the location mapping relationship.
  14. 如权利要求8所述的光学字符识别服务器,其特征在于,所述根据所述账单识别请求获取账单图像的步骤包括:The optical character recognition server according to claim 8, wherein said step of obtaining a bill image according to said bill identification request comprises:
    根据所述账单识别请求获取待处理账单图像;Obtaining a pending billing image according to the bill identification request;
    获取预设灰度阈值,并根据所述预设灰度阈值二值化处理所述待处理账单图像以获得所述账单图像。Obtaining a preset grayscale threshold, and binarizing the to-be-processed billing image according to the preset grayscale threshold to obtain the billing image.
  15. 一种存储介质,其特征在于,所述存储介质存储有账单录入程序,所述账单录入程序被所述处理器执行时实现以下步骤:A storage medium, characterized in that the storage medium stores a bill entry program, and the bill entry program is executed by the processor to implement the following steps:
    在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像;Upon receiving the bill identification request sent by the entry device, obtaining a bill image according to the bill identification request;
    确定所述账单图像的识别区域,并识别所述识别区域中的文字信息;Determining an identification area of the bill image and identifying text information in the identification area;
    向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息。The text information is fed back to the entry device for the entry device to enter the text information.
  16. 如权利要求15所述的存储介质,其特征在于,所述确定所述账单图像的识别区域的步骤包括:确定所述账单图像的类型;The storage medium according to claim 15, wherein said determining said identification area of said bill image comprises: determining a type of said bill image;
    根据所述类型确定所述账单图像的识别区域。An identification area of the billing image is determined according to the type.
  17. 如权利要求16所述的存储介质,其特征在于,述确定所述账单图像的类型的步骤包括:The storage medium of claim 16, wherein the step of determining the type of the billing image comprises:
    确定所述账单图像的预设识别区域;Determining a preset identification area of the bill image;
    识别所述预设识别区域以获得账单的标识信息;Identifying the preset identification area to obtain identification information of the bill;
    根据所述标识信息确定所述账单图像的类型。The type of the billing image is determined based on the identification information.
  18. 如权利要求16所述的存储介质,其特征在于,所述识别所述识别区域中的文字信息的步骤包括:The storage medium according to claim 16, wherein said step of identifying text information in said identification area comprises:
    确定所述识别区域在所述账单图像的第一位置;Determining that the identification area is at a first location of the billing image;
    根据所述类型以及所述第一位置确定所述识别区域的识别对象,其中,识别对象包括文字、数字、字母及公式中的至少一种;Determining an identification object of the identification area according to the type and the first position, wherein the identification object includes at least one of a character, a number, a letter, and a formula;
    识别所述识别对象中的文字信息。Identifying text information in the identified object.
  19. 如权利要求18所述的存储介质,其特征在于,所述识别所述识别区域中的文字信息的步骤之后,所述账单录入程序被所述处理器执行时实现以下步骤:The storage medium according to claim 18, wherein said step of recognizing said text information in said identification area is performed by said processor when said bill entry program is executed by said processor:
    根据所述类型获取所述账单图像对应的文档模板;Obtaining a document template corresponding to the billing image according to the type;
    根据所述第一位置确定所述文字信息在所述文档模板的第二位置;Determining, according to the first location, the text information in a second location of the document template;
    将所述文字信息添加至所述文档模板中的所述第二位置,以获得账单文档;Adding the text information to the second location in the document template to obtain a billing document;
    向所述录入装置反馈所述账单文档,以使所述录入装置根据所述账单文档录入所述文字信息。The billing document is fed back to the entry device to cause the entry device to enter the text information according to the bill document.
  20. 一种账单录入系统,其特征在于,所述账单录入系统包括光学字符识别服务器以及至少一个录入装置,其中,A bill entry system, characterized in that the bill entry system comprises an optical character recognition server and at least one entry device, wherein
    所述光学字符识别服务器,用于在接收到录入装置发送的账单识别请求时,根据所述账单识别请求获取账单图像,确定所述账单图像的识别区域,识别所述识别区域中的文字信息,向所述录入装置反馈所述文字信息,以供所述录入装置录入所述文字信息;The optical character recognition server is configured to: when receiving the bill identification request sent by the input device, acquire a bill image according to the bill identification request, determine an identification area of the bill image, and identify text information in the identification area, Returning the text information to the input device for the input device to input the text information;
    所述录入装置,用于接收光学字符识别服务器发送的文字信息,确定所述文字信息对应的录入模板,并将所述文字信息添加至所述录入模板,其中,所述录入装置在接收到账单录入请求时,扫描账单以获得账单图像,并向所述光学字符识别服务器发送含有所述账单图形的账单识别请求,以供所述光学字符识别服务器将所述账单图像中的文字信息反馈至所述录入装置。 The input device is configured to receive text information sent by the optical character recognition server, determine an input template corresponding to the text information, and add the text information to the input template, where the input device receives the bill When the request is entered, the bill is scanned to obtain a bill image, and a bill identification request containing the bill graph is sent to the optical character recognition server for the optical character recognition server to feed back the text information in the bill image to the Record the device.
PCT/CN2018/083768 2018-02-23 2018-04-19 Bill entry method, system, optical character recognition server and storage medium WO2019161615A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810155306.2A CN108346106A (en) 2018-02-23 2018-02-23 Bill input method, system, optical character identification server and storage medium
CN201810155306.2 2018-02-23

Publications (1)

Publication Number Publication Date
WO2019161615A1 true WO2019161615A1 (en) 2019-08-29

Family

ID=62959816

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2018/083768 WO2019161615A1 (en) 2018-02-23 2018-04-19 Bill entry method, system, optical character recognition server and storage medium

Country Status (2)

Country Link
CN (1) CN108346106A (en)
WO (1) WO2019161615A1 (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111126151A (en) * 2019-11-25 2020-05-08 泰康保险集团股份有限公司 Method, apparatus, device and medium for identifying field in bill image
CN112685481A (en) * 2019-10-17 2021-04-20 北京京东振世信息技术有限公司 Data processing method and device
CN113642352A (en) * 2020-04-27 2021-11-12 菜鸟智能物流控股有限公司 Method and device for acquiring text information of express bill and terminal equipment

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109214384A (en) * 2018-08-01 2019-01-15 北京数字雷暴信息科技有限公司 A kind of information extracting method and device
CN109344926A (en) * 2018-09-13 2019-02-15 北京辰森世纪科技股份有限公司 Processing method, device and the equipment of service receipt information
CN109086751B (en) * 2018-09-27 2020-07-28 珠海格力电器股份有限公司 Identification method and device, form filling method and device, storage medium and terminal
CN109583448B (en) * 2018-10-25 2024-04-16 北京奇虎科技有限公司 Accounting method, device, electronic equipment and medium
CN109615536A (en) * 2018-12-13 2019-04-12 平安医疗健康管理股份有限公司 Settlement of insurance claim method, apparatus, equipment and readable storage medium storing program for executing based on OCR technique
CN110070081A (en) * 2019-03-13 2019-07-30 深圳壹账通智能科技有限公司 Automatic information input method, device, storage medium and electronic equipment
CN113408446B (en) * 2021-06-24 2022-11-29 成都新希望金融信息有限公司 Bill accounting method and device, electronic equipment and storage medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105678612A (en) * 2015-12-30 2016-06-15 远光软件股份有限公司 Mobile terminal original certificate electronic intelligent filling system and method
CN107657526A (en) * 2017-09-27 2018-02-02 安徽硕威智能科技有限公司 A kind of bank is convenient to fill out single device

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105678612A (en) * 2015-12-30 2016-06-15 远光软件股份有限公司 Mobile terminal original certificate electronic intelligent filling system and method
CN107657526A (en) * 2017-09-27 2018-02-02 安徽硕威智能科技有限公司 A kind of bank is convenient to fill out single device

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112685481A (en) * 2019-10-17 2021-04-20 北京京东振世信息技术有限公司 Data processing method and device
CN112685481B (en) * 2019-10-17 2023-11-03 北京京东振世信息技术有限公司 Data processing method and device
CN111126151A (en) * 2019-11-25 2020-05-08 泰康保险集团股份有限公司 Method, apparatus, device and medium for identifying field in bill image
CN113642352A (en) * 2020-04-27 2021-11-12 菜鸟智能物流控股有限公司 Method and device for acquiring text information of express bill and terminal equipment
CN113642352B (en) * 2020-04-27 2023-12-19 菜鸟智能物流控股有限公司 Method and device for acquiring text information of express delivery bill and terminal equipment

Also Published As

Publication number Publication date
CN108346106A (en) 2018-07-31

Similar Documents

Publication Publication Date Title
WO2019161615A1 (en) Bill entry method, system, optical character recognition server and storage medium
WO2019192085A1 (en) Method, apparatus and device for direct-connected communication between bank and enterprise, and computer-readable storage medium
WO2019037396A1 (en) Account clearing method, device and equipment and storage medium
WO2017028601A1 (en) Voice control method and device for intelligent terminal, and television system
WO2018233351A1 (en) Self-service claim method and device, server, and computer readable storage medium
WO2019090986A1 (en) Adjustment method and device for insurance claim settlement case
WO2020224247A1 (en) Blockchain–based data provenance method, apparatus and device, and readable storage medium
WO2017197802A1 (en) Character string fuzzy matching method and apparatus
WO2018205545A1 (en) Data generation method, apparatus, terminal, and computer-readable storage medium
WO2017201913A1 (en) Precise voice control method and device
WO2017041538A1 (en) Terminal user interface controlled display method and device
WO2019100604A1 (en) Account inquiry method, apparatus, device, and computer readable storage medium
WO2019037454A1 (en) Premium payment method, apparatus, device, and readable storage medium
WO2019041832A1 (en) Method, server and system for modifying source database table structure, and storage medium
WO2013143341A1 (en) Method and device for updating application information of mobile terminal
WO2017152603A1 (en) Display method and apparatus
WO2019085301A1 (en) Missed call feedback method, apparatus and device for fixed phone, and readable storage medium
WO2014079327A1 (en) Information pushing method and system, digital tv receiving terminal and computer storage medium
WO2018053963A1 (en) Method and apparatus for upgrading system of smart television
WO2019119624A1 (en) Excel table-based calculation method and apparatus, device, and storage medium
WO2016101677A1 (en) Local area network device communication method and system
WO2019127869A1 (en) Vulnerability information collection method, apparatus and device, and readable storage medium
WO2019019217A1 (en) Intelligent advertisement system and method based on duplex printer
WO2019080401A1 (en) Method and apparatus for converting script statement, and computer-readable storage medium
WO2019041822A1 (en) Intelligent salesman code generation method, apparatus and device, and storage medium

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18907281

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

32PN Ep: public notification in the ep bulletin as address of the adressee cannot be established

Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205A DATED 16/11/2020)

122 Ep: pct application non-entry in european phase

Ref document number: 18907281

Country of ref document: EP

Kind code of ref document: A1