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    • 1. 发明授权
    • Method and apparatus for comparing videos
    • 用于比较视频的方法和装置
    • US08639040B2
    • 2014-01-28
    • US13206856
    • 2011-08-10
    • John R. ZhangYansong RenFangzhe ChangThomas L. Wood
    • John R. ZhangYansong RenFangzhe ChangThomas L. Wood
    • G06K9/68G06K9/46
    • G06K9/00711
    • A method for comparing videos includes detecting local features in frames of a video and determining the positions of detected local features in a first frame compared to their respective positions in a succeeding second frame. For at least some of the detected local features, a movement indicator is generated representing the position of a local feature in the first frame relative to the position of that local feature in the second frame, the movement indicator including an orientation, to obtain a plurality of movement indicators. Movement indicators are grouped by orientation ranges. The number of grouped movement indicators in an orientation range are summed to obtain a value for that orientation range. A time series of values for at least one given orientation range is obtained by determining the positions of detected local features in a first frame compared to their respective positions in a succeeding second frame for a plurality of pairs of frames. For at least one orientation range, a first time series of values for a first video is compared with a second time series of values for a second video to determine the similarity of the first and second videos.
    • 用于比较视频的方法包括检测视频的帧中的局部特征,并且确定与第二帧中的相应位置相比在第一帧中检测到的局部特征的位置。 对于检测到的局部特征中的至少一些,生成表示第一帧中的局部特征相对于该第二帧中该局部特征的位置的位置的移动指示符,该移动指示符包括取向,以获得多个 的运动指标。 运动指标按取向范围分组。 将取向范围中的分组移动指示器的数量相加以获得该取向范围的​​值。 通过确定与多个帧对的后续第二帧中的相应位置相比,第一帧中检测到的局部特征的位置,获得至少一个给定取向范围的​​时间序列值。 对于至少一个取向范围,将第一视频的第一时间序列值与第二视频的第二时间序列值进行比较,以确定第一和第二视频的相似度。
    • 2. 发明申请
    • METHOD AND APPARATUS FOR COMPARING VIDEOS
    • 用于比较视频的方法和装置
    • US20130039587A1
    • 2013-02-14
    • US13206856
    • 2011-08-10
    • John R. ZhangYansong RenFangzhe ChangThomas L. Wood
    • John R. ZhangYansong RenFangzhe ChangThomas L. Wood
    • G06K9/46
    • G06K9/00711
    • A method for comparing videos includes detecting local features in frames of a video and determining the positions of detected local features in a first frame compared to their respective positions in a succeeding second frame. For at least some of the detected local features, a movement indicator is generated representing the position of a local feature in the first frame relative to the position of that local feature in the second frame, the movement indicator including an orientation, to obtain a plurality of movement indicators. Movement indicators are grouped by orientation ranges. The number of grouped movement indicators in an orientation range are summed to obtain a value for that orientation range. A time series of values for at least one given orientation range is obtained by determining the positions of detected local features in a first frame compared to their respective positions in a succeeding second frame for a plurality of pairs of frames. For at least one orientation range, a first time series of values for a first video is compared with a second time series of values for a second video to determine the similarity of the first and second videos.
    • 用于比较视频的方法包括检测视频的帧中的局部特征,并且确定与第二帧中的相应位置相比在第一帧中检测到的局部特征的位置。 对于检测到的局部特征中的至少一些,生成表示第一帧中的局部特征相对于该第二帧中该局部特征的位置的位置的移动指示符,该移动指示符包括取向,以获得多个 的运动指标。 运动指标按取向范围分组。 将取向范围中的分组移动指示器的数量相加以获得该取向范围的​​值。 通过确定与多个帧对的后续第二帧中的相应位置相比,第一帧中检测到的局部特征的位置,获得至少一个给定取向范围的​​时间序列值。 对于至少一个取向范围,将第一视频的第一时间序列值与第二视频的第二时间序列值进行比较,以确定第一和第二视频的相似度。