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1.发明公开公开(公告)号：US20240119219A1
公开(公告)日：2024-04-11
申请号：US18545898
申请日：2023-12-19
申请人： Kofax, Inc.
IPC分类号： G06F40/143 , G06F16/951 , G06F40/14 , G06N3/08 , G06V10/34 , G06V10/50 , G06V10/56 , G06V10/75 , G06V10/82 , G06V30/19 , G06V30/412
CPC分类号： G06F40/143 , G06F16/951 , G06F40/14 , G06N3/08 , G06V10/34 , G06V10/507 , G06V10/56 , G06V10/758 , G06V10/82 , G06V30/19173 , G06V30/412
摘要： The presently disclosed inventive concepts are directed to systems, computer program products, and methods for intelligent screen automation. According to one embodiment, a method includes: determining one or more logical relationships between textual elements and non-textual elements of one or more images of a user interface; building a hierarchy comprising some or all of the non-textual elements and some or all of the textual elements in order to form a data structure representing functionality of the user interface; and outputting the data structure to a memory.
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公开(公告)号：US11886799B2
公开(公告)日：2024-01-30
申请号：US17945913
申请日：2022-09-15
申请人： Kofax, Inc.
IPC分类号： G06V10/00 , G06F40/143 , G06F16/951 , G06N3/08 , G06F40/14 , G06V30/412 , G06V30/19 , G06V10/56 , G06V10/75 , G06V10/82 , G06V10/50 , G06V10/34
CPC分类号： G06F40/143 , G06F16/951 , G06F40/14 , G06N3/08 , G06V10/34 , G06V10/507 , G06V10/56 , G06V10/758 , G06V10/82 , G06V30/19173 , G06V30/412
摘要： The presently disclosed inventive concepts are directed to systems, computer program products, and methods for intelligent screen automation. According to one embodiment, a method includes: determining one or more logical relationships between textual elements and non-textual elements of one or more images of a user interface; building a hierarchy comprising some or all of the non-textual elements and some or all of the textual elements in order to form a data structure representing functionality of the user interface; and outputting the data structure to a memory.
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3.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
申请人： Kofax, Inc.
IPC分类号： G06F3/01 , G06Q10/0633 , G06F18/23213
CPC分类号： G06Q10/0633 , G06F18/23213
摘要： 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
申请人： Kofax, Inc.
发明人： Jiyong Ma , Stephen M. Thompson , Jan W. Amtrup
IPC分类号： 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
摘要： 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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5.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
申请人： Kofax, Inc.
IPC分类号： G06K9/62
摘要： 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：US11302109B2
公开(公告)日：2022-04-12
申请号：US16569247
申请日：2019-09-12
申请人： Kofax, Inc.
IPC分类号： G06K9/00 , G06V30/414 , G06T7/11 , G06T7/136 , G06T7/187 , G06V10/28 , G06V10/26 , G06V30/148 , G06V30/10
摘要： Computerized techniques for improved binarization and extraction of information from digital image data are disclosed in accordance with various embodiments. The inventive concepts include rendering a digital image using a plurality of binarization thresholds to generate a plurality of binarized digital images, wherein at least some of the binarized digital images are generated using one or more binarization thresholds that are determined based on a priori knowledge regarding an object depicted in the digital image; identifying one or more connected components within the plurality of binarized digital images; and identifying one or more text regions within the digital image based on some or all of the connected components. Systems and computer program products are also disclosed.
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公开(公告)号：US10657600B2
公开(公告)日：2020-05-19
申请号：US15339789
申请日：2016-10-31
申请人： Kofax, Inc.
IPC分类号： G06T1/00 , G06Q40/08 , G06T11/20 , G06T7/12 , G06K9/32 , G06T3/00 , H04N1/387 , G06T7/143 , G06F3/00 , H04N1/40 , G06T5/00 , G06T7/00 , G06F17/40 , G06K9/00 , G06T7/194 , G06T7/13 , G06Q50/18 , H04N1/00 , G06K9/36 , G06K9/38
摘要： In several embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. The techniques include detecting medical documents and/or documents relevant to an insurance claim by defining candidate edge points based on the captured image data and defining four sides of a tetragon based on at least some of the candidate edge points. In the case of an insurance claim process, the techniques also include determining whether the document is relevant to an insurance claim; and in response to determining the document is relevant to the insurance claim, submitting the image data, information extracted from the image data, or both to a remote server for claims processing. The image capture and processing techniques further facilitate processing of medical documents and/or insurance claims with a plurality of additional features that may be used individually or in combination in various embodiments.
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公开(公告)号：US09910829B2
公开(公告)日：2018-03-06
申请号：US14181497
申请日：2014-02-14
发明人： Mauritius A. R. Schmidtler , Scott S. Texeira , Christopher K. Harris , Sameer Samat , Roland G. Borrey , Anthony Macciola
CPC分类号： G06F17/21 , G06K9/00442 , H04N1/32112 , H04N2201/3225 , H04N2201/3243
摘要： A method and system for delineating document and/or subdocument boundaries and identifying document and/or subdocument types, the method comprising: automatically generating at least one identifier for identifying which of a plurality of document and/or subdocument images belongs to which of a plurality of categories. The method and/or system optionally may include automatically categorizing a plurality of document and/or subdocument images into a plurality of predetermined categories in accordance with classification rules for said categories.
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9.发明授权公开(公告)号：US09584729B2
公开(公告)日：2017-02-28
申请号：US14981759
申请日：2015-12-28
申请人： Kofax, Inc.
发明人： Jan W. Amtrup , Jiyong Ma , Anthony Macciola
CPC分类号： 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
摘要： 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.
摘要翻译： 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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公开(公告)号：US09378268B2
公开(公告)日：2016-06-28
申请号：US14733742
申请日：2015-06-08
申请人： Kofax, Inc.
CPC分类号： G06F17/30598 , G06F17/30312 , G06F17/3053 , G06N99/005
摘要： A method is provided for organizing data sets. In use, an automatic decision system is created or updated for determining whether data elements fit a predefined organization or not, where the decision system is based on a set of preorganized data elements. A plurality of data elements is organized using the decision system. At least one organized data element is selected for output to a user based on a score or confidence from the decision system for the at least one organized data element. Additionally, at least a portion of the at least one organized data element is output to the user. A response is received from the user comprising at least one of a confirmation, modification, and a negation of the organization of the at least one organized data element. The automatic decision system is recreated or updated based on the user response. Other embodiments are also presented.
摘要翻译： 提供了一种用于组织数据集的方法。 在使用中，创建或更新自动决策系统以确定数据元素是否符合预定义的组织，其中决策系统基于一组预先组织的数据元素。 使用决策系统来组织多个数据元素。 基于来自决策系统对于至少一个有组织数据元素的分数或置信度，选择至少一个有组织数据元素来输出给用户。 此外，至少一个有组织数据元素的至少一部分被输出给用户。 从用户接收到包括至少一个有组织数据元素的组织的确认，修改和否定中的至少一个的响应。 基于用户响应重新创建或更新自动决策系统。 还提出了其他实施例。
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