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A Novel Key-Frame Extraction Approach for Both Video Summary and Video Index

机译:一种新的视频摘要和视频索引的新型键帧提取方法

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Existing key-frame extraction methods are basically video summary oriented; yet the index task of key-frames is ignored. This paper presents a novel key-frame extraction approach which can be available for both video summary and video index. First a dynamic distance separability algorithm is advanced to divide a shot into subshots based on semantic structure, and then appropriate key-frames are extracted in each subshot by SVD decomposition. Finally, three evaluation indicators are proposed to evaluate the performance of the new approach. Experimental results show that the proposed approach achieves good semantic structure for semantics-based video index and meanwhile produces video summary consistent with human perception.
机译:现有的键帧提取方法基本上是型视频摘要;然而,忽略键帧的索引任务。本文介绍了一种新型键帧提取方法,可用于视频摘要和视频索引。首先,高级动态距离可分性算法将拍摄分为基于语义结构的拍摄分割,然后通过SVD分解在每个子隔音中提取适当的键帧。最后,提出了三个评估指标来评估新方法的表现。实验结果表明,该方法为基于语义的视频指数实现了良好的语义结构,同时产生与人类感知一致的视频摘要。

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