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21.发明授权公开(公告)号：US10127441B2
公开(公告)日：2018-11-13
申请号：US15385707
申请日：2016-12-20
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
Abstract: In one embodiment, a system includes: a processor; and logic in and/or executable by the processor to cause the processor to: generate a first feature vector based on a digital image captured by a mobile device; compare the first feature vector to a plurality of reference feature matrices; classify an object depicted in the digital image as a member of a particular object class based at least in part on the comparison; determine one or more object features of the object based at least in part on the particular object class; and detect one or more additional objects belonging to the particular object class based on the determined object feature(s). The one or more additional objects are depicted either in the digital image or another digital image received by the mobile device. Corresponding computer program products are also disclosed.
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公开(公告)号：US09940511B2
公开(公告)日：2018-04-10
申请号：US14726335
申请日：2015-05-29
Applicant: Kofax, Inc.
Inventor： Alexander Shustorovich , Christopher W. Thrasher , Anthony Macciola , Jan W. Amtrup
CPC classification number: G06K9/00422 , G06K9/00187 , G06K9/346
Abstract: Systems, computer program products, and techniques for discriminating hand and machine print from each other, and from signatures, are disclosed and include determining a color depth of an image, the color depth corresponding to at least one of grayscale, bi-tonal and color; reducing color depth of non-bi-tonal images to generate a bi-tonal representation of the image; identifying a set of one or more graphical line candidates in either the bi-tonal image or the bi-tonal representation, the graphical line candidates including one or more of true graphical lines and false positives; discriminating any of the true graphical lines from any of the false positives; removing the true graphical lines from the bi-tonal image or the bi-tonal representation without removing the false positives to generate a component map comprising connected components and excluding graphical lines; and identifying one or more of the connected components in the component map.
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公开(公告)号：US09769354B2
公开(公告)日：2017-09-19
申请号：US14814455
申请日：2015-07-30
Applicant: Kofax, Inc.
Inventor： Christopher W. Thrasher , Alexander Shustorovich , Stephen Michael Thompson , Jan W. Amtrup , Anthony Macciola , Roland G. Borrey , Mauritius A. R. Schmidtler , Robert A. Taylor , Joel S. Fechter , Hari S. Asuri
CPC classification number: H04N1/4092 , G06K9/00442 , G06K9/036 , G06K9/3208 , G06K15/407 , H04N1/2338 , H04N1/40 , H04N1/40012 , H04N1/58 , H04N1/60 , H04N1/6016 , H04N1/6027 , H04N2201/0093
Abstract: An efficient method and system to enhance digital acquisition devices for analog data is presented. The enhancements offered by the method and system are available to the user in local as well as in remote deployments yielding efficiency gains for a large variety of business processes. The quality enhancements of the acquired digital data are achieved efficiently by employing virtual reacquisition. The method of virtual reacquisition renders unnecessary the physical reacquisition of the analog data in case the digital data obtained by the acquisition device are of insufficient quality. The method and system allows multiple users to access the same acquisition device for analog data. In some embodiments, one or more users can virtually reacquire data provided by multiple analog or digital sources. The acquired raw data can be processed by each user according to his personal preferences and/or requirements. The preferred processing settings and attributes are determined interactively in real time as well as non real time, automatically and a combination thereof.
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公开(公告)号：US09760788B2
公开(公告)日：2017-09-12
申请号：US14927359
申请日：2015-10-29
Applicant: Kofax, Inc.
Inventor： Alexander Shustorovich , Christopher W. Thrasher , Jiyong Ma , Anthony Macciola , Jan W. Amtrup
CPC classification number: G06K9/3208 , G06K9/00463 , G06K9/186
Abstract: In various embodiments, methods, systems, and computer program products for detecting, estimating, calculating, etc. characteristics of a document based on reference objects depicted on the document are disclosed. In one approach, a computer-implemented method for processing a digital image depicting a document includes analyzing the digital image to determine one or more of a presence and a location of one or more reference objects; determining one or more geometric characteristics of at least one of the reference objects; defining one or more region(s) of interest based at least in part on one or more of the determined geometric characteristics; and detecting a presence or an absence of an edge of the document within each defined region of interest. Additional embodiments leverage the type of document depicted in the image, multiple frames of image data, and/or calculate or extrapolate document edges rather than locating edges in the image.
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25.发明授权公开(公告)号：US09754164B2
公开(公告)日：2017-09-05
申请号：US14818196
申请日：2015-08-04
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Jan W. Amtrup , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher , Stephen Michael Thompson
CPC classification number: G06K9/00483 , G06K9/00442 , G06K9/00523 , G06K9/00536 , G06T7/11 , G06T2207/20104
Abstract: Systems and methods for mobile image data capture and processing are disclosed. The techniques encompass receipt or capture of digital image data, detecting an object such as a document depicted in a digital image corresponding to the digital image data, processing the digital image to improve image quality, classifying the object from the processed image data, and extracting useful information from the object. Processing may improve image quality by correcting artifacts such as distortion, skew, blur, shadows, etc. common to digital images captured using mobile devices. Classification is based on identifying unique features (and/or combinations thereof) within the image data and determining whether the identified features indicate the object belongs to a class of known objects having similar characteristics, or is unique to all known classes. Extraction is based in whole or in part on object classification. All operations may be performed using mobile technology exclusively.
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Patent Agency Ranking
公开(公告)号：US20170111532A1
公开(公告)日：2017-04-20
申请号：US15396306
申请日：2016-12-30
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Jiyong Ma , Stephen Michael Thompson , Alexander Shustorovich , Christopher W. Thrasher , Anthony Macciola
CPC classification number: H04N1/00801 , G06K9/00711 , G06Q40/08 , G06T3/0006 , H04N1/00244 , H04N1/00251 , H04N1/387 , H04N1/3872 , H04N1/3878 , H04N1/40 , H04N5/23206 , H04N5/23222 , H04N2201/0075 , H04N2201/0084 , H04N2201/0096 , H04N2201/0458
Abstract: The presently disclosed inventive concepts encompass capturing video data using a mobile device, streaming the captured video data to a server for processing of the video data in real-time or near-real time, and providing the server's processing result to the mobile device for additional analysis and/or processing of the captured video data, the processing result, or both. In one embodiment an image processing server is configured to: process, in real time, input streamed to the server from a mobile device, the input comprising one or more frames of digital video data; and output a result of processing the input to the mobile device. In another embodiment, a method includes capturing video data using a mobile device, streaming the video data to an image processing server, receiving a processing result from the server, and further processing the captured video data and/or the processing result using the mobile device.
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27.发明申请公开(公告)号：US20160259974A1
公开(公告)日：2016-09-08
申请号：US15059242
申请日：2016-03-02
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Alexander Shustorovich , Christopher W. Thrasher , Jan W. Amtrup
CPC classification number: G06K9/00463 , G06K9/2081 , G06K9/22 , G06K9/3208 , G06K9/325 , G06K2209/01
Abstract: A method includes: displaying a digital image on a first portion of a display of a mobile device; receiving user feedback via the display of the mobile device; analyzing the user feedback to determine a meaning of the user feedback; based on the determined meaning of the user feedback, analyzing a portion of the digital image corresponding to either the point of interest or the region of interest to detect one or more connected components depicted within the portion of the digital image; classifying each detected connected component depicted within the portion of the digital image; estimating an identity of each detected connected component based on the classification of the detected connected component; and one or more of: displaying the identity of each detected connected component on a second portion of the display of the mobile device; and providing the identity of each detected connected component to a workflow.
Abstract translation: 一种方法包括：在移动设备的显示器的第一部分上显示数字图像; 通过移动设备的显示接收用户反馈; 分析用户反馈以确定用户反馈的含义; 基于所确定的用户反馈意义，分析对应于感兴趣点或感兴趣区域的数字图像的一部分，以检测在数字图像的该部分内描绘的一个或多个连接的组件; 对在数字图像的部分内描绘的每个检测到的连接分量进行分类; 基于检测到的连接分量的分类来估计每个检测到的连接分量的身份; 以及一个或多个：在移动设备的显示器的第二部分上显示每个检测到的连接分量的身份; 并将每个检测到的连接的组件的身份提供给工作流。
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公开(公告)号：US09342742B2
公开(公告)日：2016-05-17
申请号：US13740145
申请日：2013-01-11
Applicant: Kofax, Inc.
IPC: H04M1/00 , G06K9/00 , G06T11/20 , G06F3/00 , H04N1/40 , G06T5/00 , G06T7/00 , G06T3/00 , G06F17/40 , H04N1/387 , G06T7/40 , G06K9/32 , G06K9/38 , G06K9/36
CPC classification number: G06Q40/08 , G06F3/005 , G06F17/40 , G06K9/00456 , G06K9/00463 , G06K9/3233 , G06K9/38 , G06K2009/363 , G06Q50/18 , G06T1/0007 , G06T3/0006 , G06T3/0056 , G06T5/00 , G06T5/002 , G06T5/003 , G06T7/00 , G06T7/0002 , G06T7/12 , G06T7/13 , G06T7/143 , G06T7/194 , G06T11/20 , G06T2207/10024 , G06T2207/20021 , G06T2207/20164 , G06T2207/30004 , G06T2207/30176 , H04N1/00116 , H04N1/00251 , H04N1/00403 , H04N1/387 , H04N1/3872 , H04N1/3878 , H04N1/40 , H04N2201/0081 , H04N2201/0096
Abstract: 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.
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29.发明申请DETERMINING DISTANCE BETWEEN AN OBJECT AND A CAPTURE DEVICE BASED ON CAPTURED IMAGE DATA 有权基于捕获的图像数据确定对象和捕获设备之间的距离公开(公告)号：US20160055395A1
公开(公告)日：2016-02-25
申请号：US14932902
申请日：2015-11-04
Applicant: Kofax, Inc.
Inventor： Anthony Macciola , Jiyong Ma , Alexander Shustorovich , Christopher Thrasher , Jan W. Amtrup
Abstract: In various embodiments, methods, systems, and computer program products for determining distance between an object and a capture device are disclosed. The distance determination techniques are based on image data captured by the capture device, where the image data represent the object. These techniques improve the function of capture devices such as mobile phones by enabling determination of distance using a single lens capture device, and based on intrinsic parameters of the capture device, such as focal length and scaling factor(s), in preferred approaches. In some approaches, the distance estimation may be based in part on a priori knowledge regarding size of the object represented in the image data. Distance determination may be based on a homography transform and/or reference image data representing the object, a same type or similar type of object, in more approaches.
Abstract translation: 在各种实施例中，公开了用于确定物体和捕获装置之间的距离的方法，系统和计算机程序产品。 距离确定技术基于由捕获设备捕获的图像数据，其中图像数据表示对象。 这些技术通过使用单个透镜捕获装置能够确定距离，并且基于捕获装置的固有参数（例如焦距和缩放因子）来优化手段等捕获装置的功能。 在一些方法中，距离估计可以部分地基于关于在图像数据中表示的对象的大小的先验知识。 在更多方法中，距离确定可以基于表示对象，相同类型或类似对象的单变形变换和/或参考图像数据。
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公开(公告)号：US20150347836A1
公开(公告)日：2015-12-03
申请号：US14726335
申请日：2015-05-29
Applicant: Kofax, Inc.
Inventor： Alexander Shustorovich , Christopher W. Thrasher , Anthony Macciola , Jan W. Amtrup
CPC classification number: G06K9/00422 , G06K9/00187 , G06K9/346
Abstract: Systems, computer program products, and techniques for discriminating hand and machine print from each other, and from signatures, are disclosed and include determining a color depth of an image, the color depth corresponding to at least one of grayscale, bi-tonal and color; reducing color depth of non-bi-tonal images to generate a bi-tonal representation of the image; identifying a set of one or more graphical line candidates in either the bi-tonal image or the bi-tonal representation, the graphical line candidates including one or more of true graphical lines and false positives; discriminating any of the true graphical lines from any of the false positives; removing the true graphical lines from the bi-tonal image or the bi-tonal representation without removing the false positives to generate a component map comprising connected components and excluding graphical lines; and identifying one or more of the connected components in the component map.
Abstract translation: 公开了系统，计算机程序产品以及用于区分手和打印机和从签名的技术，并且包括确定图像的颜色深度，对应于灰度级，双色调和颜色中的至少一个的颜色深度 ; 减少非双色调图像的颜色深度以产生图像的双色调表示; 在双色调图像或双色调表示中识别一组一个或多个图形线候选，所述图形线候选包括真实图形线和假阳性中的一个或多个; 区分任何真实图形线与任何假阳性; 从双色调图像或双色调表示中去除真实的图形线，而不去除假阳性以生成包括连接的组件并排除图形线的分量图; 以及识别组件图中的一个或多个连接的组件。
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