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41.发明申请公开(公告)号：US20160112645A1
公开(公告)日：2016-04-21
申请号：US14981759
申请日：2015-12-28
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Jiyong Ma , Anthony Macciola
CPC classification number: H04N1/19594 , G06K9/18 , G06K9/2063 , G06K9/6267 , G06K2209/01 , G06K2209/25 , G06T5/001 , H04N1/00251 , H04N1/00307 , H04N1/00801 , H04N5/23206 , H04N5/23222 , H04N5/23293 , H04N5/265 , H04N2201/0032 , H04N2201/0075 , H04N2201/0084 , H04N2201/0458
Abstract: Systems, methods, and computer program products for capturing and analyzing image data, preferably video data, are disclosed. The inventive concepts include using multiple frames of image data to generate a composite image, where the composite image may be characterized by a higher resolution than one or more of the individual frames used to generate the composite image, and/or absence of a blurred region present in one or more of the individual frames. Inventive techniques also include determining a minimum capture resolution appropriate for capturing images of particular objects for downstream processing, and optionally triggering generation of a composite image having sufficient resolution to facilitate the downstream processing in response to detecting one or more frames of image data are characterized by a resolution, and/or a region having a resolution, less than the minimum capture resolution appropriate for capturing images of those particular objects.
Abstract translation: 公开了用于捕获和分析图像数据（优选视频数据）的系统，方法和计算机程序产品。 本发明的概念包括使用多帧图像数据来生成合成图像，其中合成图像的特征可以是比用于产生合成图像的单个帧中的一个或多个更高的分辨率，和/或不存在模糊区域 存在于一个或多个单独的帧中。 发明技术还包括确定适于捕获用于下游处理的特定对象的图像的最小捕获分辨率，以及可选地触发具有足够分辨率的合成图像的生成以促进响应于检测到一个或多个图像数据帧的下游处理，其特征在于 分辨率和/或具有小于适于捕获那些特定对象的图像的最小捕获分辨率的分辨率的区域。
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42.发明授权Systems and methods for detecting and classifying objects in video captured using mobile devices 有权用于使用移动设备捕获的视频中的对象的检测和分类的系统和方法公开(公告)号：US09253349B2
公开(公告)日：2016-02-02
申请号：US14473950
申请日：2014-08-29
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Jiyong Ma , Anthony Macciola
CPC classification number: H04N1/19594 , G06K9/18 , G06K9/2063 , G06K9/6267 , G06K2209/01 , G06K2209/25 , G06T5/001 , H04N1/00251 , H04N1/00307 , H04N1/00801 , H04N5/23206 , H04N5/23222 , H04N5/23293 , H04N5/265 , H04N2201/0032 , H04N2201/0075 , H04N2201/0084 , H04N2201/0458
Abstract: A method includes capturing plural frames of video data using a mobile device. The frames are analyzed to determine whether any depict an object exhibiting one or more defining characteristics, and if so, whether those frame(s) depicting the object also satisfy one or more predetermined quality control criteria. If one or more of the frames depict the object and also satisfy the one or more predetermined quality control criteria, the method further includes automatically capturing an image of the object. Exemplary defining characteristics are specified for various types of object, particularly objects comprising documents. Related systems and computer program products are also disclosed. The presently disclosed techniques and systems represent translational developments across the fields of image processing and business process management. Improved analytical techniques enable processing of image captured using cameras rather than traditional scanner technology, and facilitate distribution, tracking and analysis of documents and information throughout business processes.
Abstract translation: 一种方法包括使用移动设备捕获多帧视频数据。 对帧进行分析以确定是否描绘出具有一个或多个定义特征的对象，如果是，则描绘对象的帧是否也满足一个或多个预定质量控制标准。 如果一个或多个帧描绘对象并且还满足一个或多个预定质量控制标准，则该方法还包括自动捕获对象的图像。 为各种类型的对象，特别是包括文档的对象指定了示例性定义特征。 还公开了相关系统和计算机程序产品。 目前公开的技术和系统代表图像处理和业务流程管理领域的翻译开发。 改进的分析技术可以处理使用相机而不是传统扫描仪技术捕获的图像，并促进整个业务流程中的文档和信息的分发，跟踪和分析。
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公开(公告)号：US20150355889A1
公开(公告)日：2015-12-10
申请号：US14829474
申请日：2015-08-18
Applicant: Kofax, Inc.
Inventor： Steven Kilby , Anthony Macciola , Jan W. Amtrup , Bruce Orcutt
CPC classification number: G06F17/3028 , G06F3/04842 , G06F8/20 , G06F8/38 , G06F8/70 , G06F17/30011 , G06F17/30268 , G06K9/00442 , G06K9/00664 , G06K9/628 , G06K2209/27 , G06Q10/06316 , G06Q10/0833 , G06Q20/10 , G06Q40/025 , G06Q40/08 , G06Q50/205 , H04W4/02
Abstract: A method includes receiving user input defining a workflow comprising one or more activities and one or more rules; receiving user input defining a user interface (UI) configured to facilitate a user performing the workflow at least in part using a processor of a mobile device; and generating a mobile software application based on the workflow and the UI. In another embodiment, a method includes: instantiating a mobile application on a mobile device; launching a workflow within the mobile application, the workflow comprising one or more activities and one or more rules; rendering one or more user interfaces based at least in part on the workflow; displaying at least one of the user interfaces on a display of the mobile device; receiving user input via at least one of the user interfaces; and modifying the workflow based at least partially on user input. Systems and computer program products are also disclosed.
Abstract translation: 一种方法包括接收定义包括一个或多个活动和一个或多个规则的工作流的用户输入; 接收定义用户界面（UI）的用户输入，用户界面（UI）被配置为至少部分地使用移动设备的处理器来促进用户执行所述工作流; 以及基于工作流和UI生成移动软件应用程序。 在另一个实施例中，一种方法包括：在移动设备上实例化移动应用; 在所述移动应用内启动工作流，所述工作流包括一个或多个活动和一个或多个规则; 至少部分地基于工作流呈现一个或多个用户界面; 在移动设备的显示器上显示至少一个用户界面; 经由至少一个所述用户界面接收用户输入; 以及至少部分地基于用户输入来修改所述工作流。 还披露了系统和计算机程序产品。
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44.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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45.发明授权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：US08879846B2
公开(公告)日：2014-11-04
申请号：US14175999
申请日：2014-02-07
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Stephen Michael Thompson
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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Patent Agency Ranking
公开(公告)号：US20140317595A1
公开(公告)日：2014-10-23
申请号：US14259866
申请日：2014-04-23
Applicant: Kofax, Inc.
Inventor： Steven Kilby , Anthony Macciola , Jan W. Amtrup , Bruce Orcutt
IPC: G06F9/44
CPC classification number: G06F17/3028 , G06F3/04842 , G06F8/20 , G06F8/38 , G06F8/70 , G06F17/30011 , G06F17/30268 , G06K9/00442 , G06K9/00664 , G06K9/628 , G06K2209/27 , G06Q10/06316 , G06Q10/0833 , G06Q20/10 , G06Q40/025 , G06Q40/08 , G06Q50/205 , H04W4/02
Abstract: A method includes receiving user input defining a workflow comprising one or more activities and one or more rules; receiving user input defining a user interface (UI) configured to facilitate a user performing the workflow at least in part using a processor of a mobile device; and generating a mobile software application based on the workflow and the UI. In another embodiment, a method includes: instantiating a mobile application on a mobile device; launching a workflow within the mobile application, the workflow comprising one or more activities and one or more rules; rendering one or more user interfaces based at least in part on the workflow; displaying at least one of the user interfaces on a display of the mobile device; receiving user input via at least one of the user interfaces; and modifying the workflow based at least partially on user input. Systems and computer program products are also disclosed.
Abstract translation: 一种方法包括接收定义包括一个或多个活动和一个或多个规则的工作流的用户输入; 接收定义用户界面（UI）的用户输入，用户界面（UI）被配置为至少部分地使用移动设备的处理器来促进用户执行所述工作流; 以及基于工作流和UI生成移动软件应用程序。 在另一个实施例中，一种方法包括：在移动设备上实例化移动应用; 在所述移动应用内启动工作流，所述工作流包括一个或多个活动和一个或多个规则; 至少部分地基于工作流呈现一个或多个用户界面; 在移动设备的显示器上显示至少一个用户界面; 经由至少一个所述用户界面接收用户输入; 以及至少部分地基于用户输入来修改所述工作流。 还披露了系统和计算机程序产品。
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47.发明申请SYSTEMS AND METHODS FOR CLASSIFYING OBJECTS IN DIGITAL IMAGES CAPTURED USING MOBILE DEVICES 有权使用移动设备捕获的数字图像中的对象进行分类的系统和方法公开(公告)号：US20140270536A1
公开(公告)日：2014-09-18
申请号：US14209825
申请日：2014-03-13
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Anthony Macciola , Stephen Michael Thompson , Jiyong Ma
IPC: G06K9/00
CPC classification number: G06K9/00483 , G06K9/00442 , G06K9/00523 , G06K9/00536 , G06T7/11 , G06T2207/20104
Abstract: A method includes receiving or capturing a digital image using a mobile device, and using a processor of the mobile device to: determine whether an object depicted in the digital image belongs to a particular object class among a plurality of object classes; determine one or more object features of the object based at least in part on the particular object class at least partially in response to determining the object belongs to the particular object class; build or select an extraction model based at least in part on the one or more determined object features; and extract data from the digital image using the extraction model. The extraction model excludes, and/or the extraction process does not utilize, optical character recognition (OCR) techniques. 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数字图像，并且使用所述移动设备的处理器来：确定所述数字图像中描绘的对象是否属于多个对象类别中的特定对象类别; 至少部分地基于所述特定对象类来至少部分地响应于确定属于所述特定对象类的对象来确定所述对象的一个或多个对象特征; 至少部分地基于一个或多个确定的对象特征构建或选择提取模型; 并使用提取模型从数字图像中提取数据。 提取模式不包括，和/或提取过程不利用光学字符识别（OCR）技术。 还公开了相关系统和计算机程序产品。
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48.发明授权公开(公告)号：US11836662B2
公开(公告)日：2023-12-05
申请号：US17674714
申请日：2022-02-17
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Stephen Michael Thompson , Jan W. Amtrup
IPC: G06F3/01 , G06Q10/0633 , G06F18/23213
CPC classification number: G06Q10/0633 , G06F18/23213
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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公开(公告)号：US11640721B2
公开(公告)日：2023-05-02
申请号：US17006650
申请日：2020-08-28
Applicant: Kofax, Inc.
Inventor： Jiyong Ma , Stephen M. Thompson , Jan W. Amtrup
IPC: G06K9/62 , G06T7/90 , G06T7/13 , G06T7/194 , G06T7/70 , G06T7/12 , G06V10/44 , G06V20/40 , G06T7/11 , G06N20/00 , G06N7/00 , G06T7/00 , G06V10/28
Abstract: According to an exemplary embodiment, a method for pre-cropping digital image data includes: dividing the digital image into segments; computing a color value distance between corresponding pixels of neighboring segments of the digital image; comparing the color value distance(s) against a minimum color distance threshold; clustering neighboring segments having a color value distance less than or equal to the minimum color distance threshold; computing a connected structure based on the clustered segments; computing a polygon bounding the connected structure; comparing a fraction of segments included in the connected structure and the polygon, relative to a total number of segments in the digital image, to a minimum included segment threshold; and in response to determining the fraction of segments in the connected structure and the polygon, relative to the total number of segments meets or exceeds a minimum included segment threshold, cropping the digital image based on edges of the polygon.
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50.发明申请公开(公告)号：US20220171988A1
公开(公告)日：2022-06-02
申请号：US17674714
申请日：2022-02-17
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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