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    • 3. 发明授权
    • Automatic extraction of character ground truth data from images
    • 从图像中自动提取字符地面真值数据
    • US08755595B1
    • 2014-06-17
    • US13186173
    • 2011-07-19
    • Alessandro BissaccoKrishnendu Chaudhury
    • Alessandro BissaccoKrishnendu Chaudhury
    • G06K9/62
    • G06K9/6256
    • Embodiments for automatic extraction of character ground truth data from images are disclosed. A transcription may be rendered in a plurality of fonts and orientations to obtain a set of candidate word templates with associated character bounding boxes. A word template may be selected from the set of candidate word templates, wherein the selected word template corresponds to a word patch from an image. The character bounding boxes, of the selected word template, may be evaluated in a plurality of orientations about each respective character from the word patch to obtain a set of candidate character templates. For each respective character from the word patch, a character template may be selected from the set of candidate character templates, wherein each selected character template corresponds to the respective character from the word patch. Character ground truth data comprising the selected character templates oriented to correspond to the word patch, may be provided as training data for recognizing the characters of the word patch from the image.
    • 公开了从图像自动提取字符地面真值数据的实施例。 可以以多个字体和取向呈现转录,以获得具有相关联的字符边界框的一组候选词模板。 可以从候选词模板集中选择单词模板,其中所选择的单词模板对应于来自图像的单词补丁。 所选择的单词模板的字符边界框可以从关于每个相应字符的多个方向从单词补丁中求出,以获得一组候选字符模板。 对于来自单词补丁的每个相应字符,可以从候选字符模板集合中选择字符模板,其中每个所选字符模板对应于来自字补丁的相应字符。 可以将包括定向为对应于单词补丁的所选择的字符模板的角色地面真实数据提供为用于从图像识别单词补丁的字符的训练数据。
    • 6. 发明授权
    • Identifying a front page in media material
    • 识别媒体资料中的首页
    • US08218913B1
    • 2012-07-10
    • US12190176
    • 2008-08-12
    • Sriram ThirthalaKrishnendu Chaudhury
    • Sriram ThirthalaKrishnendu Chaudhury
    • G06K9/00
    • G06K9/00483
    • The present invention relates to systems and methods for identifying front pages from images representing media. In an embodiment, a system for identifying at least one front page within an image representing media is provided. The system includes a matcher, an aggregator and a reviewer. In another embodiment, a method for identifying at least one front page within an image representing media is provided. The method includes comparing each page to matching criteria to produce a matching confidence score. The method also includes aggregating, as front page candidates, each page having a matching confidence score that exceeds a matching confidence score threshold. The method further includes receiving decision information and identifying front pages from front page candidates based upon the decision information. According to another embodiment, the matching criteria may comprise at least one local, affine invariant feature point.
    • 本发明涉及用于从表示媒体的图像中识别首页的系统和方法。 在一个实施例中,提供了一种用于识别表示媒体的图像内的至少一个前页的系统。 该系统包括匹配器,聚合器和审阅者。 在另一个实施例中,提供了一种用于识别代表媒体的图像内的至少一个前页的方法。 该方法包括将每个页面与匹配标准进行比较以产生匹配的置信度分数。 该方法还包括作为首页候选者聚合具有超过匹配置信度分数阈值的匹配置信度分数的每个页面。 所述方法还包括基于所述决定信息接收决策信息和从首页候选中识别前端页面。 根据另一个实施例,匹配标准可以包括至少一个局部仿射不变特征点。