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Efficient and reliable scene change detection in MPEG compressed video

机译:MPEG压缩视频中高效可靠的场景变化检测

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摘要

This work presents a novel metric and a reliable algorithm for abrupt scene change detection. The new frame difference metric measures motion and content change across the video by using the motion vector and macroblock information in the MPEG compressed domain. With this new metric, a reliable scene change detection algorithm is discussed. Experimental results reveal that our scene change detection algorithm can successfully reduce the false alarms caused by local frame motion activity and at the same time increase the recall by amplifying the acceptance probability of the reliable scene change candidate.
机译:这项工作提出了一种新颖的度量标准和可靠的算法,用于突然的场景变化检测。新的帧差异度量通过使用MPEG压缩域中的运动矢量和宏块信息来测量视频中的运动和内容变化。利用这一新指标,讨论了一种可靠的场景变化检测算法。实验结果表明,我们的场景变化检测算法可以通过放大可靠的场景变化候选者的接受概率,成功减少由局部帧运动活动引起的虚警,同时提高召回率。

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