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1.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：US20160259973A1
公开(公告)日：2016-09-08
申请号：US15157325
申请日：2016-05-17
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
CPC classification number: G06K9/00456 , G06K9/00442 , G06K9/00449 , G06K9/00469 , G06K9/18 , G06K9/228 , G06K9/325 , G06K9/4671 , G06K9/6202 , G06K9/6269 , G06K2009/363 , G06K2209/01
Abstract: In one embodiment, a method includes receiving a digital image captured by a mobile device; and using a processor of the mobile device: generating a first representation of the digital image, the first representation being characterized by a reduced resolution; generating a first feature vector based on the first representation; comparing the first feature vector to a plurality of reference feature matrices; classifying an object depicted in the digital image as a member of a particular object class based at least in part on the comparing; and determining one or more object features of the object based at least in part on the particular object class. Corresponding systems and computer program products are also disclosed.
Abstract translation: 在一个实施例中，一种方法包括接收由移动设备捕获的数字图像; 以及使用所述移动设备的处理器：产生所述数字图像的第一表示，所述第一表示的特征在于降低的分辨率; 基于所述第一表示生成第一特征向量; 将所述第一特征向量与多个参考特征矩阵进行比较; 至少部分地基于比较将数字图像中描绘的对象分类为特定对象类的成员; 以及至少部分地基于所述特定对象类来确定所述对象的一个或多个对象特征。 还公开了相应的系统和计算机程序产品。
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2.发明授权Systems, methods and computer program products for determining document validity 有权用于确定文件有效性的系统，方法和计算机程序产品公开(公告)号：US08774516B2
公开(公告)日：2014-07-08
申请号：US14078402
申请日：2013-11-12
Applicant: Kofax, Inc.
Inventor： Jan Amtrup , Anthony Macciola , Steve Thompson
IPC: G06K9/00
CPC classification number: G06K9/00442 , G06K9/00469 , G06K9/00483 , G06K9/00523 , G06K9/03 , G06K9/18 , G06K9/183 , G06K9/2063 , G06K2209/01 , G06Q20/10 , G06Q20/3276
Abstract: In one embodiment, a method includes receiving an image of a document; performing optical character recognition (OCR) on the image; extracting an address of a sender of the document from the image based on the OCR; comparing the extracted address with content in a first database; identifying complementary textual information in a second database based on the address; and at least one of: extracting additional content from the image of the document; correcting one or more OCR errors in the document using the complementary textual information, and normalizing data from the document prior to determining a validity of the document using at least one of the complementary textual information and predefined business rules. At least one of the aforementioned operations is performed using a processor of a mobile device. Exemplary systems and computer program products are also disclosed.
Abstract translation: 在一个实施例中，一种方法包括接收文档的图像; 对图像执行光学字符识别（OCR）; 基于所述OCR从所述图像提取所述文档的发送者的地址; 将提取的地址与第一数据库中的内容进行比较; 基于所述地址在第二数据库中识别补充文本信息; 以及至少一个：从所述文档的图像中提取附加内容; 使用补充文本信息来校正文档中的一个或多个OCR错误，以及在使用补充文本信息和预定义业务规则中的至少一个确定文档的有效性之前，从文档规范化数据。 使用移动设备的处理器执行上述操作中的至少一个。 还公开了示例性系统和计算机程序产品。
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3.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：US20140270349A1
公开(公告)日：2014-09-18
申请号：US13802226
申请日：2013-03-13
Applicant: KOFAX, INC.
Inventor： Jan Willers Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
IPC: G06K9/32
CPC classification number: G06K9/00456 , G06K9/00442 , G06K9/00449 , G06K9/00469 , G06K9/18 , G06K9/228 , G06K9/325 , G06K9/4671 , G06K9/6202 , G06K9/6269 , G06K2009/363 , G06K2209/01
Abstract: In one embodiment, a method includes receiving a digital image captured by a mobile device; and using a processor of the mobile device: generating a first representation of the digital image, the first representation being characterized by a reduced resolution; generating a first feature vector based on the first representation; comparing the first feature vector to a plurality of reference feature matrices; and classifying an object depicted in the digital image as a member of a particular object class based at least in part on the comparing.
Abstract translation: 在一个实施例中，一种方法包括接收由移动设备捕获的数字图像; 以及使用所述移动设备的处理器：产生所述数字图像的第一表示，所述第一表示的特征在于降低的分辨率; 基于所述第一表示生成第一特征向量; 将所述第一特征向量与多个参考特征矩阵进行比较; 以及至少部分地基于所述比较将所述数字图像中描绘的对象分类为特定对象类的成员。
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4.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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5.发明申请SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR DETERMINING DOCUMENT VALIDITY 有权用于确定文件有效性的系统，方法和计算机程序产品公开(公告)号：US20140254887A1
公开(公告)日：2014-09-11
申请号：US14283156
申请日：2014-05-20
Applicant: KOFAX, INC.
Inventor： Jan Amtrup , Anthony Macciola , Steve Thompson
IPC: G06K9/00
CPC classification number: G06K9/00442 , G06K9/00469 , G06K9/00483 , G06K9/00523 , G06K9/03 , G06K9/18 , G06K9/183 , G06K9/2063 , G06K2209/01 , G06Q20/10 , G06Q20/3276
Abstract: Computer program products include program code readable/executable by one or more processors, and configured to cause the processor(s) to: receive an image of a part or all of a document selected from a group consisting of: a gift card, an invoice, a bill, a receipt, a sales order, an insurance claim, a medical insurance document, and a benefits document; perform optical character recognition (OCR) on the image; extract at least a partial address of a sender of the document; compare the at least partial address of the sender to a plurality of addresses in a first database; and identify one or more of: textual information specific to the sender; and data formatting specific to the sender. The code configured to cause the processor to receive the image, perform the OCR, extract and compare the (at least partial) address, and identify sender-specific information is preferably a processor of a mobile device.
Abstract translation: 计算机程序产品包括由一个或多个处理器可读/可执行的程序代码，并且被配置为使处理器：接收从以下组成的组中选择的文档的一部分或全部的图像：礼品卡，发票 ，账单，收据，销售订单，保险索赔，医疗保险凭证和福利文件; 对图像执行光学字符识别（OCR）; 提取文档的发送者的至少部分地址; 将发送方的至少部分地址与第一数据库中的多个地址进行比较; 并识别一个或多个：发送者特有的文本信息; 以及特定于发件人的数据格式。 配置成使处理器接收图像，执行OCR，提取和比较（至少部分）地址以及识别发送者特定信息的代码优选地是移动设备的处理器。
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Patent Agency Ranking
6.发明授权公开(公告)号：US09996741B2
公开(公告)日：2018-06-12
申请号：US15157325
申请日：2016-05-17
Applicant: Kofax, Inc.
Inventor： Jan W. Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
CPC classification number: G06K9/00456 , G06K9/00442 , G06K9/00449 , G06K9/00469 , G06K9/18 , G06K9/228 , G06K9/325 , G06K9/4671 , G06K9/6202 , G06K9/6269 , G06K2009/363 , G06K2209/01
Abstract: In one embodiment, a method includes receiving a digital image captured by a mobile device; and using a processor of the mobile device: generating a first representation of the digital image, the first representation being characterized by a reduced resolution; generating a first feature vector based on the first representation; comparing the first feature vector to a plurality of reference feature matrices; classifying an object depicted in the digital image as a member of a particular object class based at least in part on the comparing; and determining one or more object features of the object based at least in part on the particular object class. Corresponding systems and computer program products are also disclosed.
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7.发明申请公开(公告)号：US20170103281A1
公开(公告)日：2017-04-13
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
CPC classification number: G06K9/00456 , G06K9/00442 , G06K9/00449 , G06K9/00469 , G06K9/18 , G06K9/228 , G06K9/325 , G06K9/4671 , G06K9/6202 , G06K9/6269 , G06K2009/363 , G06K2209/01
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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8.发明授权Systems, methods and computer program products for determining document validity 有权用于确定文件有效性的系统，方法和计算机程序产品公开(公告)号：US09396388B2
公开(公告)日：2016-07-19
申请号：US14283156
申请日：2014-05-20
Applicant: Kofax, Inc.
Inventor： Jan Amtrup , Anthony Macciola , Steve Thompson
CPC classification number: G06K9/00442 , G06K9/00469 , G06K9/00483 , G06K9/00523 , G06K9/03 , G06K9/18 , G06K9/183 , G06K9/2063 , G06K2209/01 , G06Q20/10 , G06Q20/3276
Abstract: Computer program products include program code readable/executable by one or more processors, and configured to cause the processor(s) to: receive an image of a part or all of a document selected from a group consisting of: a gift card, an invoice, a bill, a receipt, a sales order, an insurance claim, a medical insurance document, and a benefits document; perform optical character recognition (OCR) on the image; extract at least a partial address of a sender of the document; compare the at least partial address of the sender to a plurality of addresses in a first database; and identify one or more of: textual information specific to the sender; and data formatting specific to the sender. The code configured to cause the processor to receive the image, perform the OCR, extract and compare the (at least partial) address, and identify sender-specific information is preferably a processor of a mobile device.
Abstract translation: 计算机程序产品包括由一个或多个处理器可读/可执行的程序代码，并且被配置为使处理器：接收从以下组成的组中选择的文档的一部分或全部的图像：礼品卡，发票 ，账单，收据，销售订单，保险索赔，医疗保险凭证和福利文件; 对图像执行光学字符识别（OCR）; 提取文档的发送者的至少部分地址; 将发送方的至少部分地址与第一数据库中的多个地址进行比较; 并识别一个或多个：发送者特有的文本信息; 以及特定于发件人的数据格式。 配置成使处理器接收图像，执行OCR，提取和比较（至少部分）地址以及识别发送者特定信息的代码优选地是移动设备的处理器。
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9.发明授权Systems and methods for classifying objects in digital images captured using mobile devices 有权用于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：US09355312B2
公开(公告)日：2016-05-31
申请号：US13802226
申请日：2013-03-13
Applicant: Kofax, Inc.
Inventor： Jan Willers Amtrup , Anthony Macciola , Steve Thompson , Jiyong Ma , Alexander Shustorovich , Christopher W. Thrasher
CPC classification number: G06K9/00456 , G06K9/00442 , G06K9/00449 , G06K9/00469 , G06K9/18 , G06K9/228 , G06K9/325 , G06K9/4671 , G06K9/6202 , G06K9/6269 , G06K2009/363 , G06K2209/01
Abstract: In one embodiment, a method includes receiving a digital image captured by a mobile device; and using a processor of the mobile device: generating a first representation of the digital image, the first representation being characterized by a reduced resolution; generating a first feature vector based on the first representation; comparing the first feature vector to a plurality of reference feature matrices; and classifying an object depicted in the digital image as a member of a particular object class based at least in part on the comparing.
Abstract translation: 在一个实施例中，一种方法包括接收由移动设备捕获的数字图像; 以及使用所述移动设备的处理器：产生所述数字图像的第一表示，所述第一表示的特征在于降低的分辨率; 基于所述第一表示生成第一特征向量; 将所述第一特征向量与多个参考特征矩阵进行比较; 以及至少部分地基于所述比较将所述数字图像中描绘的对象分类为特定对象类的成员。
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10.发明申请SYSTEMS, METHODS AND COMPUTER PROGRAM PRODUCTS FOR DETERMINING DOCUMENT VALIDITY 有权用于确定文件有效性的系统，方法和计算机程序产品公开(公告)号：US20140079294A1
公开(公告)日：2014-03-20
申请号：US14078402
申请日：2013-11-12
Applicant: Kofax, Inc.
Inventor： Jan Amtrup , Anthony Macciola , Steve Thompson
CPC classification number: G06K9/00442 , G06K9/00469 , G06K9/00483 , G06K9/00523 , G06K9/03 , G06K9/18 , G06K9/183 , G06K9/2063 , G06K2209/01 , G06Q20/10 , G06Q20/3276
Abstract: In one embodiment, a method includes receiving an image of a document; performing optical character recognition (OCR) on the image; extracting an address of a sender of the document from the image based on the OCR; comparing the extracted address with content in a first database; identifying complementary textual information in a second database based on the address; and at least one of: extracting additional content from the image of the document; correcting one or more OCR errors in the document using the complementary textual information, and normalizing data from the document prior to determining a validity of the document using at least one of the complementary textual information and predefined business rules. At least one of the aforementioned operations is performed using a processor of a mobile device. Exemplary systems and computer program products are also disclosed.
Abstract translation: 在一个实施例中，一种方法包括接收文档的图像; 对图像执行光学字符识别（OCR）; 基于所述OCR从所述图像提取所述文档的发送者的地址; 将提取的地址与第一数据库中的内容进行比较; 基于所述地址在第二数据库中识别补充文本信息; 以及至少一个：从所述文档的图像中提取附加内容; 使用补充文本信息来校正文档中的一个或多个OCR错误，以及在使用补充文本信息和预定义业务规则中的至少一个确定文档的有效性之前，从文档规范化数据。 使用移动设备的处理器执行上述操作中的至少一个。 还公开了示例性系统和计算机程序产品。
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