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    • 114. 发明授权
    • System and method to assign a digital image to a face cluster
    • 将数字图像分配给面部群集的系统和方法
    • US08351661B2
    • 2013-01-08
    • US12629215
    • 2009-12-02
    • Lee BegejaZhu Liu
    • Lee BegejaZhu Liu
    • G06K9/00
    • G06K9/00295G06F17/30793
    • A computer implemented method includes accessing a digital image including a plurality of faces including a first face and a second face. The computer implemented method includes identifying a plurality of identification regions of the digital image including a first identification region associated with the first face and a second identification region associated with the second face. The computer implemented method also includes assigning the digital image to a first face cluster of a plurality of face clusters when a difference between data descriptive of the first identification region and data descriptive of a face cluster identification region of the first face cluster satisfies a threshold. The computer implemented method further includes assigning the digital image to a second face cluster of the plurality of face clusters based at least partially on a probability of the second face and the first face appearing together in an image.
    • 计算机实现的方法包括访问包括包括第一面和第二面的多个面的数字图像。 计算机实现的方法包括识别数字图像的多个识别区域,包括与第一面相关联的第一识别区域和与第二面部相关联的第二识别区域。 计算机实现的方法还包括:当描述第一识别区域的数据与描述第一面部群集的面部群集识别区域的数据之间的差异满足阈值时,将数字图像分配给多个面部群集的第一面部群集。 计算机实现的方法还包括至少部分地基于图像中一起出现的第二面和第一面的概率将数字图像分配给多个面部群集中的第二面部群集。
    • 115. 发明申请
    • System and Method to Assign a Digital Image to a Face Cluster
    • 将数字图像分配给面部群集的系统和方法
    • US20110129126A1
    • 2011-06-02
    • US12629215
    • 2009-12-02
    • Lee BegejaZhu Liu
    • Lee BegejaZhu Liu
    • G06K9/00
    • G06K9/00295G06F17/30793
    • A computer implemented method includes accessing a digital image including a plurality of faces including a first face and a second face. The computer implemented method includes identifying a plurality of identification regions of the digital image including a first identification region associated with the first face and a second identification region associated with the second face. The computer implemented method also includes assigning the digital image to a first face cluster of a plurality of face clusters when a difference between data descriptive of the first identification region and data descriptive of a face cluster identification region of the first face cluster satisfies a threshold. The computer implemented method further includes assigning the digital image to a second face cluster of the plurality of face clusters based at least partially on a probability of the second face and the first face appearing together in an image.
    • 计算机实现的方法包括访问包括包括第一面和第二面的多个面的数字图像。 计算机实现的方法包括识别数字图像的多个识别区域,包括与第一面相关联的第一识别区域和与第二面部相关联的第二识别区域。 计算机实现的方法还包括:当描述第一识别区域的数据与描述第一面部群集的面部群集识别区域的数据之间的差异满足阈值时,将数字图像分配给多个面部群集的第一面部群集。 计算机实现的方法还包括至少部分地基于图像中一起出现的第二面和第一面的概率将数字图像分配给多个面部群集中的第二面部群集。
    • 117. 发明授权
    • Method and apparatus for segmenting a multimedia program based upon audio events
    • 基于音频事件分割多媒体节目的方法和装置
    • US08560319B1
    • 2013-10-15
    • US12008912
    • 2008-01-15
    • Qian HuangZhu Liu
    • Qian HuangZhu Liu
    • G10L15/28
    • G10L25/48
    • The present invention provides for a method and apparatus for segmenting a multi-media program based upon audio events. In an embodiment a method of classifying an audio stream is provided. This method includes receiving an audio stream. Sampling the audio stream at a predetermined rate and then combining a predetermined number of samples into a clip. A plurality of features are then determined for the clip and are analyzed using a linear approximation algorithm. The clip is then characterized based upon the results of the analysis conducted with the linear approximation algorithm.
    • 本发明提供一种用于基于音频事件分割多媒体节目的方法和装置。 在一个实施例中,提供了对音频流进行分类的方法。 该方法包括接收音频流。 以预定速率对音频流进行采样,然后将预定数量的样本组合成剪辑。 然后为剪辑确定多个特征,并使用线性近似算法进行分析。 然后基于使用线性近似算法进行的分析的结果来表征该剪辑。