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1. 发明授权

US08064641B2 System and method for identifying objects in video 有权
标题翻译：用于识别视频中对象的系统和方法
公开(公告)号：US08064641B2
公开(公告)日：2011-11-22
申请号：US11949128
申请日：2007-12-03
申请人： Yegor Anchyshkin , Yuriy Musatenko , Kostyantyn Milshteyn , Volodymyr Kyyko , Ivan Kovtun , Vyacheslav Matsello , Mykhailo Schlesinger
发明人： Yegor Anchyshkin , Yuriy Musatenko , Kostyantyn Milshteyn , Volodymyr Kyyko , Ivan Kovtun , Vyacheslav Matsello , Mykhailo Schlesinger
IPC分类号： G06K9/00
CPC分类号： G06K9/3266 , G06K9/00221 , G06K9/00711
摘要： A method for processing digital media is described. In one example embodiment, the method may include detecting an unknown object in a video frame, receiving inputs representing probable identities of the unknown object in the video frame from various sources, and associating each input with the unknown object detected in the video frame. The received inputs may be processed, compared with reference data and, based on the comparison, probable identities of the object associated with the input derived. The method may further include retrieving a likelihood of the input to match the unknown object from historical data and producing weights corresponding to the inputs, fusing the inputs and the relative weight associated with each input, and identifying the unknown object based on a comparison of the weighted distances from the unknown identify to a reference identity. The relative weights are chosen from the historical data to maximize correct recognition rate based on the history of recognitions and manual verification results.
摘要翻译：描述了处理数字媒体的方法。在一个示例实施例中，该方法可以包括检测视频帧中的未知对象，从各种来源接收表示视频帧中未知对象的可能身份的输入，并且将每个输入与在视频帧中检测到的未知对象相关联。可以处理接收的输入，与参考数据相比较，并且基于比较，与所输入的导出相关联的对象的可能的身份。该方法还可以包括从历史数据中检索输入的匹配未知对象的可能性，并产生与输入相对应的加权，将输入和与每个输入相关联的相对权重融合在一起，并且基于从未知身份到参考身份的加权距离。从历史数据中选择相对权重，以根据识别历史和手动验证结果最大化正确的识别率。

2. 发明申请

US20090116695A1 SYSTEM AND METHOD FOR PROCESSING DIGITAL MEDIA 有权
标题翻译：用于处理数字媒体的系统和方法
公开(公告)号：US20090116695A1
公开(公告)日：2009-05-07
申请号：US11949128
申请日：2007-12-03
申请人： Yegor Anchyshkin , Yuriy Musatenko , Kostyantyn Milshteyn , Volodymyr Kyyko , Ivan Kovtun , Vyacheslav Matsello , Mykhailo Schlezinger
发明人： Yegor Anchyshkin , Yuriy Musatenko , Kostyantyn Milshteyn , Volodymyr Kyyko , Ivan Kovtun , Vyacheslav Matsello , Mykhailo Schlezinger
IPC分类号： G06K9/00
CPC分类号： G06K9/3266 , G06K9/00221 , G06K9/00711
摘要： A method for processing digital media is described. In one example embodiment, the method may include detecting an unknown object in a video frame, receiving inputs representing probable identities of the unknown object in the video frame from various sources, and associating each input with the unknown object detected in the video frame. The received inputs may be processed, compared with reference data and, based on the comparison, probable identities of the object associated with the input derived. The method may further include retrieving a likelihood of the input to match the unknown object from historical data and producing weights corresponding to the inputs, fusing the inputs and the relative weight associated with each input, and identifying the unknown object based on a comparison of the weighted distances from the unknown identify to a reference identity. The relative weights are chosen from the historical data to maximize correct recognition rate based on the history of recognitions and manual verification results.
摘要翻译：描述了处理数字媒体的方法。在一个示例实施例中，该方法可以包括检测视频帧中的未知对象，从各种来源接收表示视频帧中未知对象的可能身份的输入，并且将每个输入与在视频帧中检测到的未知对象相关联。可以处理接收的输入，与参考数据相比较，并且基于比较，与所输入的导出相关联的对象的可能的身份。该方法还可以包括从历史数据中检索输入的匹配未知对象的可能性，并产生与输入相对应的加权，将输入和与每个输入相关联的相对权重融合在一起，并且基于从未知身份到参考身份的加权距离。从历史数据中选择相对权重，以根据识别历史和手动验证结果最大化正确的识别率。

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