Scene Detection in Videos Using Mutual Information

Abstract:

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In this paper, the new detection algorithm of scene detection based on mutual information has been presented. Our approach first detect shot boundary using mutual information. Then key frames are selected from different shots. To cluster similar shots into groups, we present a novel clustering method based on mutual information. Experiments on test video indicate that the proposed scene detection method accurately detects most of the scene boundaries while preserving a good tradeoff between recall and precision.

Info:

Periodical:

Edited by:

Shengyi Li, Yingchun Liu, Rongbo Zhu, Hongguang Li, Wensi Ding

Pages:

920-926

DOI:

10.4028/www.scientific.net/AMM.34-35.920

Citation:

S. N. Huang and Z. Y. Zhang, "Scene Detection in Videos Using Mutual Information", Applied Mechanics and Materials, Vols. 34-35, pp. 920-926, 2010

Online since:

October 2010

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Price:

$35.00

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