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11.发明申请SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR PROCESSING FINANCIAL DOCUMENTS 有权用于处理财务文件的系统，方法和计算机程序产品公开(公告)号：US20140153830A1
公开(公告)日：2014-06-05
申请号：US14175999
申请日：2014-02-07
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Stephen Michael Thompson
IPC: G06K9/00
CPC classification number: G06K9/00469 , G06F17/20 , G06K9/00442 , G06Q10/10 , H04N1/40
Abstract: In one embodiment, a method includes receiving an image of a tender document; performing optical character recognition (OCR) on the image; extracting an identifier of the tender document from the image based at least in part on the OCR; comparing the extracted identifier with content from one or more data sources; requesting complementary information from at least one of the one or more data sources based at least in part on the extracted identifier; receiving the complementary information; and outputting at least some of the complementary information for display on a mobile device. Exemplary systems and computer program products are also described.
Abstract translation: 在一个实施例中，一种方法包括接收招标文件的图像; 对图像执行光学字符识别（OCR）; 至少部分地基于所述OCR从所述图像提取所述招标文件的标识符; 将提取的标识符与来自一个或多个数据源的内容进行比较; 至少部分地基于所提取的标识符从所述一个或多个数据源中的至少一个请求补充信息; 接收补充信息; 并输出至少一些所述补充信息以在移动设备上显示。 还描述了示例性系统和计算机程序产品。
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12.发明授权Systems, methods and computer program products for determining document validity 有权用于确定文件有效性的系统，方法和计算机程序产品公开(公告)号：US08526739B2
公开(公告)日：2013-09-03
申请号：US13691610
申请日：2012-11-30
Applicant: Kofax, Inc.
IPC: G06K9/18
CPC classification number: G06K9/00442 , G06K9/00469 , H04N1/40
Abstract: A method according to one embodiment includes performing optical character recognition (OCR) on an image of a first document; generating a list of hypotheses mapping the first document to a complementary document using: textual information from the first document, textual information from the complementary document, and predefined business rules; at least one of: correcting OCR errors in the first document, and normalizing data from the complementary document, using at least one of the textual information from the complementary document and the predefined business rules; determining a validity of the first document based on the hypotheses; and outputting an indication of the determined validity. Additional systems, methods and computer program products are also presented.
Abstract translation: 根据一个实施例的方法包括对第一文档的图像执行光学字符识别（OCR）; 生成将第一个文档映射到补充文档的假设列表，使用：来自第一个文档的文本信息，来自补充文档的文本信息和预定义的业务规则; 至少一个：在所述第一文档中校正OCR错误，以及使用来自所述补充文档和所述预定义业务规则的所述文本信息中的至少一个来从所述补充文档规范化数据; 基于假设确定第一文档的有效性; 并输出确定的有效性的指示。 还介绍了其他系统，方法和计算机程序产品。
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13.发明授权公开(公告)号：US11281936B2
公开(公告)日：2022-03-22
申请号：US16387269
申请日：2019-04-17
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Stephen Michael Thompson , Jan W. Amtrup
IPC: G06K9/62
Abstract: According to one aspect, a computer-implemented method of discovering processes for robotic process automation (RPA) includes: recording a plurality of event streams, each event stream corresponding to a human user interacting with a computing device to perform one or more tasks; concatenating the event streams; segmenting some or all of the concatenated event streams to generate one or more individual traces performed by the user interacting with the computing device, each trace corresponding to a particular task; clustering the traces according to a task type; identifying, from among some or all of the clustered traces, one or more candidate processes for robotic automation; prioritizing the candidate processes; and selecting at least one of the prioritized candidate processes for robotic automation. Further aspects building upon the above include generating RPA models to perform tasks determined to be processes for RPA. Corresponding systems and computer program products are also described.
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14.发明申请公开(公告)号：US20200206920A1
公开(公告)日：2020-07-02
申请号：US16387269
申请日：2019-04-17
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Stephen Michael Thompson , Jan W. Amtrup
Abstract: According to one aspect, a computer-implemented method of discovering processes for robotic process automation (RPA) includes: recording a plurality of event streams, each event stream corresponding to a human user interacting with a computing device to perform one or more tasks; concatenating the event streams; segmenting some or all of the concatenated event streams to generate one or more individual traces performed by the user interacting with the computing device, each trace corresponding to a particular task; clustering the traces according to a task type; identifying, from among some or all of the clustered traces, one or more candidate processes for robotic automation; prioritizing the candidate processes; and selecting at least one of the prioritized candidate processes for robotic automation. Further aspects building upon the above include generating RPA models to perform tasks determined to be processes for RPA. Corresponding systems and computer program products are also described.
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15.发明授权公开(公告)号：US10515407B2
公开(公告)日：2019-12-24
申请号：US15394739
申请日：2016-12-29
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Stephen Michael Thompson , Steven Kilby , Anthony Macciola
Abstract: A method includes: receiving or capturing an image comprising an identity document (ID) using a mobile device; classifying the ID; analyzing the ID based at least in part on the ID classification; determining at least some identifying information from the ID; at least one of building an ID profile and updating the ID profile, based at least in part on the analysis; providing at least one of the ID and the ID classification to a loan application workflow and/or a new financial account workflow; and driving at least a portion of the workflow based at least in part on the ID and the ID classification. Corresponding systems and computer program products are also disclosed.
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Patent Agency Ranking
公开(公告)号：US10242285B2
公开(公告)日：2019-03-26
申请号：US15214351
申请日：2016-07-19
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
Abstract: Techniques for improved binarization and extraction of information from digital image data are disclosed in accordance with various embodiments. The inventive concepts include independently binarizing portions of the image data on the basis of individual features, e.g. per connected component, and using multiple different binarization thresholds to obtain the best possible binarization result for each portion of the image data independently binarized. Determining the quality of each binarization result may be based on attempted recognition and/or extraction of information therefrom. Independently binarized portions may be assembled into a contiguous result. In one embodiment, a method includes: identifying a region of interest within a digital image; generating a plurality of binarized images based on the region of interest using different binarization thresholds; and extracting data from some or all of the plurality of binarized images. Corresponding systems and computer program products are also disclosed.
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17.发明授权公开(公告)号：US09779296B1
公开(公告)日：2017-10-03
申请号：US15234969
申请日：2016-08-11
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Stephen Michael Thompson , Jan W. Amtrup
CPC classification number: G06K9/00463 , G06K9/00483 , G06K9/4604 , G06K9/4671 , G06T5/002 , G06T7/0081 , G06T7/11 , G06T11/60 , G06T2207/20104 , G06T2207/30176
Abstract: Systems, computer program products, and techniques for detecting objects depicted in digital image data are disclosed, according to various exemplary embodiments. The inventive concepts uniquely utilize internal features to accomplish object detection, thereby avoiding reliance on detecting object edges and/or transitions between the object and other portions of the digital image data, e.g. background textures or other objects. The inventive concepts thus provide an improvement over conventional object detection since objects may be detected even when edges are obscured or not depicted in the digital image data. In one aspect, a computer-implemented method of detecting an object depicted in a digital image includes: detecting a plurality of identifying features of the object, wherein the plurality of identifying features are located internally with respect to the object; and projecting a location of one or more edges of the object based at least in part on the plurality of identifying features.
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公开(公告)号：US09754014B2
公开(公告)日：2017-09-05
申请号：US15422435
申请日：2017-02-01
Applicant: Kofax, Inc.
Inventor： Mauritius A. R. Schmidtler , Jan W. Amtrup , Stephen Michael Thompson , Anthony Sarah
IPC: G06F17/30
CPC classification number: G06F17/30598 , G06F17/30312 , G06F17/3053 , G06N99/005
Abstract: According to one embodiment, a computer-implemented method for confirming/rejecting a most relevant example includes: generating a binary decision model by training a binary classifier using a plurality of training documents; classifying one or more test documents into one of a plurality of categories using the binary decision model, wherein the one or more test documents lack a user-defined category label; selecting a most relevant example of the classified test documents from among the classified test documents; displaying, using a display of the computer, the most relevant example of the classified test documents to a user; receiving, via the computer and from the user, a confirmation or a negation of a classification label of the most relevant example of the classified test documents; and storing the confirmation or the negation of the classification label of the most relevant example of the classified test documents to a memory of the computer.
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公开(公告)号：US20160328610A1
公开(公告)日：2016-11-10
申请号：US15146848
申请日：2016-05-04
Applicant: Kofax, Inc.
Inventor： Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola
CPC classification number: G06K9/00469 , G06F17/30256 , G06F17/3028 , G06F17/30371 , G06F17/30542 , G06K9/00442 , G06K9/00456 , G06K9/03 , G06K9/18 , G06K9/481 , G06K2209/01 , G06Q10/10 , H04N1/40 , H04N1/40062
Abstract: According to one embodiment, a computer-implemented method includes: capturing an image of a document using a camera of a mobile device; performing optical character recognition (OCR) on the image of the document; extracting an identifier of the document from the image based at least in part on the OCR; comparing the identifier with content from one or more reference data sources, wherein the content from the one or more reference data sources comprises global address information; and determining whether the identifier is valid based at least in part on the comparison. The method may optionally include normalizing the extracted identifier, retrieving additional geographic information, correcting OCR errors, etc. based on comparing extracted information with reference content. Corresponding systems and computer program products are also disclosed.
Abstract translation: 根据一个实施例，计算机实现的方法包括：使用移动设备的照相机捕获文档的图像; 对文档的图像执行光学字符识别（OCR）; 至少部分地基于所述OCR从所述图像提取所述文档的标识符; 将所述标识符与来自一个或多个参考数据源的内容进行比较，其中来自所述一个或多个参考数据源的内容包括全局地址信息; 以及至少部分地基于所述比较来确定所述标识符是否有效。 该方法可以可选地包括基于将提取的信息与参考内容进行比较来归一化所提取的标识符，检索附加地理信息，校正OCR错误等。 还公开了相应的系统和计算机程序产品。
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20.发明申请SYSTEMS AND METHODS FOR IDENTIFICATION DOCUMENT PROCESSING AND BUSINESS WORKFLOW INTEGRATION 有权用于识别文件处理和业务工作流集成的系统和方法公开(公告)号：US20150170085A1
公开(公告)日：2015-06-18
申请号：US14220029
申请日：2014-03-19
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Stephen Michael Thompson , Steven Kilby , Anthony Macciola
CPC classification number: G06Q10/06316 , H04N1/387 , H04N1/3872 , H04N1/3878
Abstract: A method includes receiving or capturing an image comprising an identity document (ID) using a mobile device; classifying the ID; building an extraction model based on the ID classification; extracting data from the ID based on the extraction model; building an ID profile based on the extracted data; storing the ID profile to a memory of the mobile device; detecting a predetermined stimulus in a workflow; identifying workflow-relevant data in the stored ID profile at least partially in response to detecting the predetermined stimulus; providing the workflow-relevant data from the stored ID profile to the workflow; and driving at least a portion of the workflow using the workflow-relevant data. Related systems and computer program products are also disclosed.
Abstract translation: 一种方法包括使用移动设备接收或捕获包括身份证件（ID）的图像; 分类ID; 基于ID分类构建提取模型; 基于提取模型从ID提取数据; 基于提取的数据构建ID简档; 将所述ID简档存储到所述移动设备的存储器; 检测工作流中的预定刺激; 至少部分地响应于检测到所述预定刺激而识别所存储的ID简档中的工作流相关数据; 从存储的ID简档向工作流提供与工作流有关的数据; 以及使用所述工作流相关数据来驱动所述工作流的至少一部分。 还公开了相关系统和计算机程序产品。
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