公开(公告)号：US09432671B2

公开(公告)日：2016-08-30

申请号：US14284592

申请日：2014-05-22

Applicant: Xerox Corporation

Inventor： Michael Robert Campanelli ,  Safwan R. Wshah ,  Yingbo Zhou

IPC: G06K9/62 ,  H04N19/136 ,  G06K9/18 ,  G06K9/00

CPC classification number: H04N19/136 ,  G06K9/00456 ,  G06K9/18

Abstract: A method, non-transitory computer readable medium, and apparatus for classifying machine printed text and handwritten text in an input are disclosed. For example, the method defines a perspective for an auto-encoder, receives the input for the auto-encoder, wherein the input comprises a document comprising the machine printed text and the handwritten text, performs an encoding on the input using an auto-encoder to generate a classifier, applies the classifier on the input and generates an output that separates the machine printed text and the handwritten text in the input based on the classifier in accordance with the perspective.

Abstract translation: 公开了一种方法，非暂时性计算机可读介质和用于在输入中分类机器打印文本和手写文本的装置。 例如，该方法定义了自动编码器的透视图，接收自动编码器的输入，其中输入包括包括机器打印文本和手写文本的文档，使用自动编码器对输入进行编码 要生成分类器，将分类器应用于输入，并根据透视图生成分离机器打印文本和输入中基于分类器的手写文本的输出。

公开(公告)号：US20150339543A1

公开(公告)日：2015-11-26

申请号：US14284592

申请日：2014-05-22

Applicant: Xerox Corporation

Inventor： Michael Robert Campanelli ,  Safwan R. Wshah ,  Yingbo Zhou

IPC: G06K9/62 ,  H04N19/136 ,  G06K9/18

CPC classification number: H04N19/136 ,  G06K9/00456 ,  G06K9/18

Abstract: A method, non-transitory computer readable medium, and apparatus for classifying machine printed text and handwritten text in an input are disclosed. For example, the method defines a perspective for an auto-encoder, receives the input for the auto-encoder, wherein the input comprises a document comprising the machine printed text and the handwritten text, performs an encoding on the input using an auto-encoder to generate a classifier, applies the classifier on the input and generates an output that separates the machine printed text and the handwritten text in the input based on the classifier in accordance with the perspective.

Abstract translation: 公开了一种方法，非暂时性计算机可读介质和用于在输入中分类机器打印文本和手写文本的装置。 例如，该方法定义了自动编码器的透视图，接收自动编码器的输入，其中输入包括包括机器打印文本和手写文本的文档，使用自动编码器对输入进行编码 要生成分类器，将分类器应用于输入，并根据透视图生成分离机器打印文本和输入中基于分类器的手写文本的输出。