Title :
Video abrupt shot change detection based on relation of the partial interframe differences
Author :
Gong, Sheng-Rong ; Fan, Yi-Jin
Author_Institution :
Sch. of Comput. Sci. & Technol., Soochow Univ., Suzhou, China
Abstract :
The abrupt shot change detection is a basic and important technology in content-based video retrieval. Some basic algorithms, such as the pixel-matching algorithm, the histogram algorithm, used to detect abrupt shot change in digital video have existed. But the existing algorithms can not eliminate the influence of the video movement. When much video movement existed, existing algorithms can not perform well. In this paper, a new method based on relation of the partial interframe differences is proposed. It can eliminate the influence of the video movement. The experimental results have showed that the new method performs well both in recall and precision.
Keywords :
content-based retrieval; image motion analysis; video retrieval; video signal processing; content-based video retrieval; digital video; histogram algorithm; partial interframe difference; pixel-matching algorithm; video abrupt shot change detection; video movement; Change detection algorithms; Computer aided instruction; Computer science; Content based retrieval; Electronic commerce; Gunshot detection systems; Histograms; Internet; Multimedia computing; Software libraries; Video retrieval; partial interframe differences; relation; video abrupt shot change detection;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527872