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41.发明授权公开(公告)号：US11321772B2
公开(公告)日：2022-05-03
申请号：US15394731
申请日：2016-12-29
申请人： Kofax, Inc.
发明人： Jan W. Amtrup , Steven Kilby , Anthony Macciola
摘要： 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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公开(公告)号：US11087407B2
公开(公告)日：2021-08-10
申请号：US16824518
申请日：2020-03-19
申请人： Kofax, Inc.
IPC分类号： G06T7/12 , G06Q40/08 , G06T11/20 , 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 , G06T1/00 , 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 capturing image data depicting a document; defining a plurality of candidate edge points within the image data; and defining four sides of a tetragon based on at least some of the plurality of candidate edge points; wherein each side of the tetragon corresponds to a different side of the document; wherein an area of the tetragon comprises at least a threshold percentage of a total area of the digital image; and wherein the tetragon bounds the digital representation of the document.
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公开(公告)号：US10146795B2
公开(公告)日：2018-12-04
申请号：US14804281
申请日：2015-07-20
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jan W. Amtrup
IPC分类号： G06F17/30 , G06K9/00 , G06K9/38 , G06T3/00 , H04N1/387 , H04N1/40 , G06T7/12 , G06T7/143 , G06K9/32
摘要： In various embodiments, methods, systems, and computer program products for processing digital images captured by a mobile device are disclosed. The exemplary image processing techniques are coupled with inbound and outbound communications protocols and workflows configured to facilitate closed-loop processing, such that a method includes initiating a workflow; providing one or more of case information and raw data to the workflow; processing one or more of the case information and the raw data to generate a processing result; storing at least some of the case information in association with the processing result, wherein the associated case information acts as an identifier of the processing result; transmitting at least the processing result and the identifier; receiving, in response to the transmitting, a reply comprising the identifier; and retrieving at least the processing result using the identifier.
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公开(公告)号：US10140510B2
公开(公告)日：2018-11-27
申请号：US15910797
申请日：2018-03-02
申请人： Kofax, Inc.
摘要： Computer program products for discriminating hand and machine print from each other, and from signatures, are disclosed and include program code readable and/or executable by a processor to: receive an image, determine a color depth of the image; reducing the color depth of non-bi-tonal images to generate a bi-tonal representation of the image; identify 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 true graphical lines and/or false positives; discriminate any of the true graphical lines from any of the false positives; remove 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; identify one or more of the connected components in the component map; and output and/or display and indicator of each of the connected components.
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45.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
申请人： Kofax, Inc.
发明人： Jan W. Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
摘要： 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
申请人： Kofax, Inc.
CPC分类号： G06K9/00422 , G06K9/00187 , G06K9/346
摘要： 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
申请人： Kofax, Inc.
发明人： 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分类号： 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
摘要： 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：US09767354B2
公开(公告)日：2017-09-19
申请号：US15146848
申请日：2016-05-04
申请人： Kofax, Inc.
CPC分类号： 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
摘要： 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.
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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
申请人： Kofax, Inc.
发明人： Alexander Shustorovich , Christopher W. Thrasher , Jiyong Ma , Anthony Macciola , Jan W. Amtrup
CPC分类号： G06K9/3208 , G06K9/00463 , G06K9/186
摘要： 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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50.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
申请人： Kofax, Inc.
发明人： Anthony Macciola , Jan W. Amtrup , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher , Stephen Michael Thompson
CPC分类号： G06K9/00483 , G06K9/00442 , G06K9/00523 , G06K9/00536 , G06T7/11 , G06T2207/20104
摘要： 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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