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Proceedings Paper

Music video shot segmentation using independent component analysis and keyframe extraction based on image complexity
Author(s): Wei Li; Ting Chen; Wenjun Zhang; Yunyu Shi; Jun Li
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Paper Abstract

In recent years, Music video data is increasing at an astonishing speed. Shot segmentation and keyframe extraction constitute a fundamental unit in organizing, indexing, retrieving video content. In this paper a unified framework is proposed to detect the shot boundaries and extract the keyframe of a shot. Music video is first segmented to shots by illumination-invariant chromaticity histogram in independent component (IC) analysis feature space .Then we presents a new metric, image complexity, to extract keyframe in a shot which is computed by ICs. Experimental results show the framework is effective and has a good performance.

Paper Details

Date Published: 8 June 2012
PDF: 8 pages
Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83343V (8 June 2012); doi: 10.1117/12.966833
Show Author Affiliations
Wei Li, Shanghai Univ. (China)
Hunan Univ. of Technology (China)
Ting Chen, Hunan Univ. of Technology (China)
Wenjun Zhang, Shanghai Univ. (China)
Yunyu Shi, Shanghai Univ. (China)
Jun Li, Shanghai Univ. (China)

Published in SPIE Proceedings Vol. 8334:
Fourth International Conference on Digital Image Processing (ICDIP 2012)
Mohamed Othman; Sukumar Senthilkumar; Xie Yi, Editor(s)

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