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1. 发明授权

US11640721B2 Object detection and image cropping using a multi-detector approach 有权
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.

2. 发明申请

US20220171988A1 SYSTEMS AND METHODS FOR IDENTIFYING PROCESSES FOR ROBOTIC AUTOMATION AND BUILDING MODELS THEREFOR 有权
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.
发明人： Jiyong Ma , Stephen Michael Thompson , Jan W. Amtrup
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.

3. 发明授权

US11302109B2 Range and/or polarity-based thresholding for improved data extraction 有权
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.
发明人： Alexander Shustorovich , Christopher W. Thrasher
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.

4. 发明授权

US10657600B2 Systems and methods for mobile image capture and processing 有权
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.
发明人： Anthony Macciola , Jan Willers Amtrup , Alexander Shustorovich , Christopher W. Thrasher
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.

5. 发明授权

US09910829B2 Automatic document separation 有权
公开(公告)号：US09910829B2
公开(公告)日：2018-03-06
申请号：US14181497
申请日：2014-02-14
申请人： Mauritius A. R. Schmidtler , Scott S. Texeira , Roland G. Borrey , Anthony Macciola
发明人： Mauritius A. R. Schmidtler , Scott S. Texeira , Christopher K. Harris , Sameer Samat , Roland G. Borrey , Anthony Macciola
IPC分类号： G06F17/21 , G06K9/00 , H04N1/32
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.

6. 发明授权

US09584729B2 Systems and methods for improving video captured using mobile devices 有权
标题翻译：改进使用移动设备捕获的视频的系统和方法
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
IPC分类号： H04N1/04 , H04N5/232 , H04N1/00 , G06K9/18 , G06K9/20 , G06K9/62 , G06T5/00 , H04N5/265
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。

7. 发明授权

US09378268B2 Systems and methods for organizing data sets 有权
标题翻译：用于组织数据集的系统和方法
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.
发明人： Mauritius A. R. Schmidtler , Jan W. Amtrup , Stephen Michael Thompson , Anthony Sarah
IPC分类号： G06F17/30 , G06N99/00
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。

8. 发明授权

US09277087B2 Systems and methods for routing a facsimile confirmation based on content 有权
标题翻译：基于内容路由传真确认的系统和方法
公开(公告)号：US09277087B2
公开(公告)日：2016-03-01
申请号：US14327505
申请日：2014-07-09
申请人： Kofax, Inc.
发明人： Roy Couchman , Roland G. Borrey
IPC分类号： H04N1/00 , H04N1/32 , G06K9/18 , G06K9/00
CPC分类号： H04N1/32 , G06K9/00449 , G06K9/183 , H04N1/00122 , H04N1/00204 , H04N1/00209 , H04N1/00326 , H04N1/32438 , H04N2201/0017 , H04N2201/0093 , H04N2201/3218
摘要： A method for routing a confirmation of receipt of a facsimile or portion thereof according to one embodiment of the present invention includes analyzing text of a facsimile; detecting at least one document feature of the facsimile based on the analysis; comparing one or more detected document features to a plurality of document features, each of the plurality of document features corresponding to one or more known document types; and routing the confirmation to one or more destinations based on at least one of the comparison and the analysis.Systems and computer program products are also presented.
摘要翻译：根据本发明的一个实施例的用于路由传真或其部分的接收确认的方法包括分析传真的文本; 基于分析检测传真的至少一个文档特征; 将一个或多个检测到的文档特征与多个文档特征进行比较，所述多个文档特征中的每一个对应于一个或多个已知文档类型; 以及基于所述比较和分析中的至少一个将所述确认路由到一个或多个目的地。还介绍了系统和计算机程序产品。

9. 发明授权

US09247100B2 Systems and methods for routing a facsimile confirmation based on content 有权
标题翻译：基于内容路由传真确认的系统和方法
公开(公告)号：US09247100B2
公开(公告)日：2016-01-26
申请号：US14059325
申请日：2013-10-21
申请人： Kofax, Inc.
发明人： Roy Couchman , Roland G. Borrey
IPC分类号： G06F3/12 , H04N1/32 , H04N1/00 , G06K9/18
CPC分类号： H04N1/32 , G06K9/00449 , G06K9/183 , H04N1/00122 , H04N1/00204 , H04N1/00209 , H04N1/00326 , H04N1/32438 , H04N2201/0017 , H04N2201/0093 , H04N2201/3218
摘要： A method for routing a confirmation of receipt and/or delivery of a facsimile or portion thereof according to one embodiment includes generating text of a facsimile in a computer readable format; ascertaining one or more of a significance and a relevance of at least a portion of the text by locating one or more keywords in the text, wherein at least two of the keywords are not adjacent in the text; analyzing the text for at least one of a meaning and a context of the text; and routing at least one confirmation of receipt and/or delivery of the facsimile to one or more confirmation destinations based on the analysis. Additional disclosed embodiments include systems and computer program products configured to similarly route confirmation of receipt and/or delivery of a facsimile or a portion thereof.
摘要翻译：根据一个实施例的用于布置传真或其部分的接收和/或传送确认的方法包括以计算机可读格式生成传真文本; 通过在文本中定位一个或多个关键字来确定文本的至少一部分的重要性和相关性中的一个或多个，其中至少两个关键词在文本中不相邻; 分析文本中至少一个文本的含义和上下文; 以及基于所述分析将至少一个所述传真的接收和/或传送确认路由到一个或多个确认目的地。另外公开的实施例包括被配置为类似地路由传真或其部分的接收和/或传送的确认的系统和计算机程序产品。

10. 发明授权

US09208536B2 Systems and methods for three dimensional geometric reconstruction of captured image data 有权
标题翻译：捕获图像数据三维几何重建的系统和方法
公开(公告)号：US09208536B2
公开(公告)日：2015-12-08
申请号：US14491901
申请日：2014-09-19
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher , Jan Amtrup
IPC分类号： G06K9/00 , G06T3/00
CPC分类号： G06K9/52 , G01B11/14 , G06T3/00 , G06T5/006 , G06T7/60 , G06T2207/30176
摘要： In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. Myriad features enable and/or facilitate processing of such digital images using a mobile device that would otherwise be technically impossible or impractical, and furthermore address unique challenges presented by images captured using a camera rather than a traditional flat-bed scanner, paper-feed scanner, or multifunction peripheral. Notably, the presently disclosed systems and techniques enable three-dimensional reconstruction of objects depicted in image captured using a camera of a mobile device. The reconstruction corrects or compensates for perspective distortion caused by camera-based capture.
摘要翻译：在各种实施例中，公开了用于处理由移动设备捕获的数字图像的方法，系统和计算机程序产品。无数的功能使得能够使用移动设备处理这样的数字图像，否则这些数字图像在技术上是不可能的或不切实际的，并且还解决了使用相机而不是传统的平板扫描器，进纸扫描器，或多功能外设。值得注意的是，目前公开的系统和技术使得能够使用移动设备的照相机捕获的图像中描绘的对象进行三维重建。重建校正或补偿基于相机拍摄的透视失真。

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