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    • 2. 发明授权
    • Method and system for automatically classifying page images
    • 自动分类页面图像的方法和系统
    • US08306326B2
    • 2012-11-06
    • US11513444
    • 2006-08-30
    • Bradley Jeffery BehmBrent Eric Wood
    • Bradley Jeffery BehmBrent Eric Wood
    • G06K9/34
    • G06F17/30707
    • A system and method are disclosed for automatically classifying images of pages of a source, such as a book, into classifications such as front cover, copyright page, table of contents, text, index, etc. In one embodiment, three phases are provided in the classification process. During a first phase of the classification process, a first classifier may be used to determine a preliminary classification of a page image based on single-page criteria. During a second phase of the classification process, a second classifier may be used to determine a final classification for the page image based on multiple-page and/or global criteria. During an optional third phase of classification, a verifier may be used to verify the final classification of the page image based on verification criteria. If automatic classification fails, the page image may be passed on to a human operator for manual classification.
    • 公开了一种系统和方法,用于将诸如书的源的页面的图像自动分类成诸如前盖,版权页,目录,文本,索引等的分类。在一个实施例中,提供三个阶段 分类过程。 在分类处理的第一阶段期间,可以使用第一分类器来基于单页标准来确定页面图像的初步分类。 在分类过程的第二阶段期间,第二分类器可以用于基于多页和/或全局标准来确定页面图像的最终分类。 在可选的第三阶段分类期间,验证者可以用于基于验证标准验证页面图像的最终分类。 如果自动分类失败,则可以将页面图像传递给人类操作者进行手动分类。
    • 3. 发明申请
    • AUTOMATICALLY CLASSIFYING PAGE IMAGES
    • 自动分类页面图像
    • US20130019166A1
    • 2013-01-17
    • US13621054
    • 2012-09-15
    • Bradley Jeffery BehmBrent Eric Wood
    • Bradley Jeffery BehmBrent Eric Wood
    • G06F17/00
    • G06F17/30707
    • Systems and methods are disclosed for automatically classifying images of pages of a source, such as a book, into classifications such as front cover, copyright page, table of contents, text, index, etc. In one embodiment, three phases are provided in the classification process. During a first phase of the classification process, a first classifier may be used to determine a preliminary classification of a page image based on single-page criteria. During a second phase of the classification process, a second classifier may be used to determine a final classification for the page image based on multiple-page and/or global criteria. During an optional third phase of classification, a verifier may be used to verify the final classification of the page image based on verification criteria. If automatic classification fails, the page image may be passed on to a human operator for manual classification.
    • 公开的系统和方法用于将诸如书的源的页面的图像自动分类成诸如前盖,版权页,目录,文本,索引等的分类。在一个实施例中,提供了三个阶段 分类过程。 在分类处理的第一阶段期间,可以使用第一分类器来基于单页标准来确定页面图像的初步分类。 在分类过程的第二阶段期间,第二分类器可以用于基于多页和/或全局标准来确定页面图像的最终分类。 在可选的第三阶段分类期间,验证者可以用于基于验证标准验证页面图像的最终分类。 如果自动分类失败,则可以将页面图像传递给人类操作者进行手动分类。
    • 4. 发明申请
    • METHOD AND SYSTEM FOR AUTOMATICALLY CLASSIFYING PAGE IMAGES
    • 自动分类页面图像的方法和系统
    • US20080056575A1
    • 2008-03-06
    • US11513444
    • 2006-08-30
    • Bradley Jeffery BehmBrent Eric Wood
    • Bradley Jeffery BehmBrent Eric Wood
    • G06K9/34
    • G06F17/30707
    • A system and method are disclosed for automatically classifying images of pages of a source, such as a book, into classifications such as front cover, copyright page, table of contents, text, index, etc. In one embodiment, three phases are provided in the classification process. During a first phase of the classification process, a first classifier may be used to determine a preliminary classification of a page image based on single-page criteria. During a second phase of the classification process, a second classifier may be used to determine a final classification for the page image based on multiple-page and/or global criteria. During an optional third phase of classification, a verifier may be used to verify the final classification of the page image based on verification criteria. If automatic classification fails, the page image may be passed on to a human operator for manual classification.
    • 公开了一种系统和方法,用于将诸如书的源的页面的图像自动分类成诸如前盖,版权页,目录,文本,索引等的分类。在一个实施例中,提供三个阶段 分类过程。 在分类处理的第一阶段期间,可以使用第一分类器来基于单页标准来确定页面图像的初步分类。 在分类过程的第二阶段期间,第二分类器可以用于基于多页和/或全局标准来确定页面图像的最终分类。 在可选的第三阶段分类期间,验证者可以用于基于验证标准验证页面图像的最终分类。 如果自动分类失败,则可以将页面图像传递给人类操作者进行手动分类。
    • 5. 发明授权
    • Automatically classifying page images
    • 自动分类页面图像
    • US09594833B2
    • 2017-03-14
    • US13621054
    • 2012-09-15
    • Bradley Jeffery BehmBrent Eric Wood
    • Bradley Jeffery BehmBrent Eric Wood
    • G06F17/00G06F17/30
    • G06F17/30707
    • Systems and methods are disclosed for automatically classifying images of pages of a source, such as a book, into classifications such as front cover, copyright page, table of contents, text, index, etc. In one embodiment, three phases are provided in the classification process. During a first phase of the classification process, a first classifier may be used to determine a preliminary classification of a page image based on single-page criteria. During a second phase of the classification process, a second classifier may be used to determine a final classification for the page image based on multiple-page and/or global criteria. During an optional third phase of classification, a verifier may be used to verify the final classification of the page image based on verification criteria. If automatic classification fails, the page image may be passed on to a human operator for manual classification.
    • 公开的系统和方法用于将诸如书的源的页面的图像自动分类成诸如前盖,版权页,目录,文本,索引等的分类。在一个实施例中,提供了三个阶段 分类过程。 在分类处理的第一阶段期间,可以使用第一分类器来基于单页标准来确定页面图像的初步分类。 在分类过程的第二阶段期间,第二分类器可以用于基于多页和/或全局标准来确定页面图像的最终分类。 在可选的第三阶段分类期间,验证者可以用于基于验证标准验证页面图像的最终分类。 如果自动分类失败,则可以将页面图像传递给人类操作者进行手动分类。