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ICMCS
2008
IEEE

Key-frame extraction using dominant-set clustering

8 years 8 months ago
Key-frame extraction using dominant-set clustering
Key frames play an important role in video abstraction. Clustering is a popular approach for key-frame extraction. In this paper, we propose a novel method for key-frame extraction based on dominant-set clustering. Compared with the existing clustering-based methods, the proposed method dynamically decides the number of key frames depending on the complexity of video shots, produces key frames in a progressive manner and requires less computation. Experimental results on different types of video shots have verified the effectiveness of the method.
Xianglin Zeng, Weiming Hu, Wanqing Li, Xiaoqin Zha
Added 30 May 2010
Updated 30 May 2010
Type Conference
Year 2008
Where ICMCS
Authors Xianglin Zeng, Weiming Hu, Wanqing Li, Xiaoqin Zhang, Bo Xu
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