A robust scene-change detection method for video segmentation

被引:103
作者
Huang, CL [1 ]
Liao, BY [1 ]
机构
[1] Natl Tsing Hua Univ, Dept Elect Engn, Hsinchu, Taiwan
关键词
abrupt scene changes; gradual scene changes; scene-change detection;
D O I
10.1109/76.974682
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
This paper proposes a new method that combines the intensity and motion information to detect scene changes such as abrupt scene changes and gradual scene changes. Two major features are chosen as the basic dissimilarity measures, and self-and cross-validation mechanisms are employed via a static scene test. We also develop a novel intensity statistics model for detecting gradual scene changes. Experimental results show that the proposed algorithms are effective and outperform the previous approaches.
引用
收藏
页码:1281 / 1288
页数:8
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