公开(公告)号：US20160328667A1

公开(公告)日：2016-11-10

申请号：US15214346

申请日：2016-07-19

申请人： Kofax, Inc.

发明人： Anthony Macciola ,  Jan W. Amtrup ,  Jiyong Ma

IPC分类号： G06Q10/06 ,  G06T1/00 ,  G10L17/22 ,  G06F3/16

CPC分类号： G06Q10/0633 ,  G06F3/167 ,  G06K9/00442 ,  G06K9/18 ,  G06K9/2018 ,  G06K2209/21 ,  G06Q10/10 ,  G06T1/0007 ,  G10L17/22 ,  H04N1/40

摘要： Systems, methods, and computer program products are disclosed for performing workflows using a mobile device, without requiring tactile input from the user. The workflow is thus “touchless” and may utilize input preferably including optical data and/or audio data. Tactile input may be optionally provided in some embodiments, but the workflow is configured to be performed without any tactile input. Accordingly, in one embodiment, a computer-implemented method for performing a touchless mobile workflow includes: invoking a mobile application using a mobile device; receiving auditory input via the mobile device; and performing a business workflow via the mobile application based on the auditory input. Corresponding systems and computer program product embodiments configured for touchless mobile workflows are also described.

摘要翻译： 公开了系统，方法和计算机程序产品，用于使用移动设备执行工作流程，而不需要来自用户的触觉输入。 因此，工作流程是“无接触”的，并且可以利用优选地包括光学数据和/或音频数据的输入。 可以在一些实施例中可选地提供触觉输入，但是工作流被配置为在没有任何触觉输入的情况下执行触觉输入。 因此，在一个实施例中，用于执行无接触移动工作流程的计算机实现的方法包括：使用移动设备调用移动应用; 通过移动设备接收听觉输入; 以及基于听觉输入通过移动应用程序执行业务工作流程。 还描述了配置用于无接触移动工作流程的相应系统和计算机程序产品实施例。

公开(公告)号：US20160307045A1

公开(公告)日：2016-10-20

申请号：US15191442

申请日：2016-06-23

申请人： Kofax, Inc.

发明人： Jiyong Ma ,  Anthony Macciola ,  Jan W. Amtrup

IPC分类号： G06K9/00 ,  H04N5/14 ,  H04N5/265

CPC分类号： G06K9/00751 ,  G06K9/00456 ,  G06K9/00624 ,  G06Q20/0453 ,  G06T3/0068 ,  G06T7/11 ,  G06T11/60 ,  G06T2207/20224 ,  H04N5/145 ,  H04N5/265

摘要： Techniques for capturing long document images and generating composite images therefrom include: detecting a document depicted in image data; tracking a position of the detected document within the image data; selecting a plurality of images, wherein the selection is based at least in part on the tracked position of the detected document; and generating a composite image based on at least one of the selected plurality of images. The tracking and selection are optionally but preferably based in whole or in part on motion vectors estimated at least partially based on analyzing image data such as test and reference frames within the captured video data/images. Corresponding systems and computer program products are also disclosed.

摘要翻译： 用于捕获长文档图像并生成合成图像的技术包括：检测图像数据中描绘的文档; 跟踪检测到的文档在图像数据内的位置; 选择多个图像，其中所述选择至少部分地基于所检测到的文档的跟踪位置; 以及基于所选择的多个图像中的至少一个生成合成图像。 跟踪和选择可选地但优选地基于至少部分地基于分析图像数据（例如所捕获的视频数据/图像内的测试和参考帧）估计的运动矢量来完全或部分地。 还公开了相应的系统和计算机程序产品。

公开(公告)号：US20160259973A1

公开(公告)日：2016-09-08

申请号：US15157325

申请日：2016-05-17

申请人： Kofax, Inc.

发明人： Jan W. Amtrup ,  Anthony Macciola ,  Steve Thompson ,  Jiyong Ma ,  Alexander Shustorovich ,  Christopher W. Thrasher

IPC分类号： G06K9/00 ,  G06K9/22 ,  G06K9/18 ,  G06K9/62

CPC分类号： G06K9/00456 ,  G06K9/00442 ,  G06K9/00449 ,  G06K9/00469 ,  G06K9/18 ,  G06K9/228 ,  G06K9/325 ,  G06K9/4671 ,  G06K9/6202 ,  G06K9/6269 ,  G06K2009/363 ,  G06K2209/01

摘要： 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.

摘要翻译： 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。

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。

公开(公告)号：US20160125613A1

公开(公告)日：2016-05-05

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

IPC分类号： G06T7/00 ,  G06K9/32 ,  G06K9/22 ,  G06K9/00 ,  G06K9/18

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.

摘要翻译： 在各种实施例中，公开了用于基于文档上描绘的参考对象检测，估计，计算等特征的方法，系统和计算机程序产品。 在一种方法中，用于处理描绘文档的数字图像的计算机实现的方法包括分析数字图像以确定一个或多个参考对象的存在和位置中的一个或多个; 确定所述参考对象中的至少一个的一个或多个几何特征; 至少部分地基于所确定的几何特征中的一个或多个来定义感兴趣的一个或多个区域; 以及在每个确定的感兴趣区域内检测文档的边缘的存在或不存在。 附加实施例利用图像中描绘的文档类型，多帧图像数据，和/或计算或外推文档边缘，而不是定位图像中的边缘。

公开(公告)号：US20160028921A1

公开(公告)日：2016-01-28

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

IPC分类号： H04N1/409 ,  H04N1/58 ,  H04N1/40 ,  H04N1/23 ,  H04N1/60

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.

公开(公告)号：US20150324640A1

公开(公告)日：2015-11-12

申请号：US14804278

申请日：2015-07-20

申请人： Kofax, Inc.

发明人： Anthony Macciola ,  Jan W. Amtrup

IPC分类号： G06K9/00 ,  G06Q30/04 ,  G06K9/32 ,  G06K9/22 ,  G06K9/72

CPC分类号： G06K9/6201 ,  G06K9/00456 ,  G06K9/00463 ,  G06K9/00469 ,  G06K9/18 ,  G06K9/22 ,  G06K9/325 ,  G06K9/72 ,  G06K2209/01 ,  G06Q10/10 ,  G06Q30/04 ,  H04N1/32101 ,  H04N1/40 ,  H04N1/444 ,  H04N2201/3205

摘要： In one approach, a 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 data of interest from the image based at least in part on the OCR; and validating the extracted data of interest against reference information stored on the mobile device. In another embodiment, a 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 data of interest from the image based at least in part on the OCR; and validating authenticity of the document based on comparing some or all of the extracted data of interest to reference information stored on the mobile device.

摘要翻译： 在一种方法中，一种方法包括：使用移动设备的照相机捕获文档的图像; 对文档的图像执行光学字符识别（OCR）; 至少部分地基于所述OCR从所述图像提取所述感兴趣的数据; 以及根据存储在所述移动设备上的参考信息来验证所提取的所述数据。 在另一个实施例中，一种方法包括：使用移动设备的照相机捕获文档的图像; 对文档的图像执行光学字符识别（OCR）; 至少部分地基于OCR从图像提取感兴趣的数据; 以及基于将所提取的所提取的数据与存储在所述移动设备上的参考信息进行比较来验证所述文档的真实性。

公开(公告)号：US09058580B1

公开(公告)日：2015-06-16

申请号：US14220029

申请日：2014-03-19

申请人： Kofax, Inc.

发明人： Jan W. Amtrup ,  Stephen Michael Thompson ,  Steven Kilby ,  Anthony Macciola

IPC分类号： G06K9/00 ,  G06K9/62 ,  G06Q10/06

CPC分类号： G06Q10/06316 ,  H04N1/387 ,  H04N1/3872 ,  H04N1/3878

摘要： A method includes receiving or capturing an image comprising an identity document (ID) using a mobile device; classifying the ID; building an extraction model based on the ID classification; extracting data from the ID based on the extraction model; building an ID profile based on the extracted data; storing the ID profile to a memory of the mobile device; detecting a predetermined stimulus in a workflow; identifying workflow-relevant data in the stored ID profile at least partially in response to detecting the predetermined stimulus; providing the workflow-relevant data from the stored ID profile to the workflow; and driving at least a portion of the workflow using the workflow-relevant data. Related systems and computer program products are also disclosed.

摘要翻译： 一种方法包括使用移动设备接收或捕获包括身份证件（ID）的图像; 分类ID; 基于ID分类构建提取模型; 基于提取模型从ID提取数据; 基于提取的数据构建ID简档; 将所述ID简档存储到所述移动设备的存储器; 检测工作流中的预定刺激; 至少部分地响应于检测到所述预定刺激而识别所存储的ID简档中的工作流相关数据; 从存储的ID简档向工作流提供与工作流有关的数据; 以及使用所述工作流相关数据来驱动所述工作流的至少一部分。 还公开了相关系统和计算机程序产品。

公开(公告)号：US20150138399A1

公开(公告)日：2015-05-21

申请号：US14542157

申请日：2014-11-14

申请人： KOFAX, INC.

发明人： Jiyong Ma ,  Anthony Macciola ,  Steven Kilby ,  Jan W. Amtrup ,  Justin Aquadro

IPC分类号： H04N5/265 ,  G06K9/00

CPC分类号： G06K9/00751 ,  G06K9/00456 ,  G06K9/00624 ,  G06Q20/0453 ,  G06T3/0068 ,  G06T7/11 ,  G06T11/60 ,  G06T2207/20224 ,  H04N5/145 ,  H04N5/265

摘要： Systems, methods, and computer program products are disclosed and include: initiating a capture operation using an image capture component of the mobile device, the capture operation comprising; capturing video data; and estimating a plurality of motion vectors corresponding to motion of the image capture component during the capture operation. The systems, techniques, and computer program products also include detecting a document depicted in the video data; tracking a position of the detected document throughout the video data; selecting a plurality of images using the image capture component of the mobile device, wherein the selection is based at least in part on: the tracked position of the detected document; and the estimated motion vectors; and generating a composite image based on at least some of the selected plurality of images.

摘要翻译： 公开了系统，方法和计算机程序产品，并且包括：使用移动设备的图像捕获组件启动捕获操作，所述捕获操作包括： 捕获视频数据; 以及在捕获操作期间估计与所述图像捕获部件的运动相对应的多个运动矢量。 系统，技术和计算机程序产品还包括检测在视频数据中描绘的文档; 跟踪检测到的文档在整个视频数据中的位置; 使用所述移动设备的图像捕获组件来选择多个图像，其中所述选择至少部分地基于：所检测到的文档的跟踪位置; 和估计的运动矢量; 以及基于所选择的多个图像中的至少一些来生成合成图像。

公开(公告)号：US20140153787A1

公开(公告)日：2014-06-05

申请号：US14176006

申请日：2014-02-07

申请人： Kofax, Inc.

发明人： Mauritius A.R. Schmidtler ,  Roland G. Borrey ,  Jan W. Amtrup ,  Stephen Michael Thompson

IPC分类号： G06K9/00

CPC分类号： G06K9/00442 ,  G06F17/20 ,  G06K9/00469 ,  G06K9/18 ,  G06Q10/10 ,  H04N1/40

摘要： In one embodiment, a method includes performing optical character recognition (OCR) on an image of a financial document and at least one of: (a) correct OCR errors in the financial document using at least one of textual information from a complementary document and predefined business rules; (b) normalize data from the complementary document using at least one of textual information from the financial document and the predefined business rules: and (c) normalize data from the financial document using at least one of textual information from the complementary document and the predefined business riles. Exemplary systems and computer program products are also disclosed.

摘要翻译： 在一个实施例中，一种方法包括对财务文件的图像执行光学字符识别（OCR），并且至少一个：（a）使用来自补充文档的文本信息和预定义的文本信息中的至少一个，在财务文档中正确的OCR错误 业务规则; （b）使用来自财务文件和预定义业务规则的文本信息中的至少一个来从补充文档规范化数据;以及（c）使用补充文件和预定义的文本信息中的至少一个文本信息来从财务文档归一化数据 商务旅行。 还公开了示例性系统和计算机程序产品。