DocumentCode
3256639
Title
Video Pause Detection Using Wavelets
Author
Zaboli, Shiva ; Clausi, David A.
Author_Institution
Syst. Design Eng., Univ. of Waterloo, Waterloo, QC, Canada
fYear
2009
fDate
25-27 May 2009
Firstpage
74
Lastpage
80
Abstract
As the volume of digital video captured and stored continues to increase, research efforts have focused on content management systems for video indexing and retrieval applications. A first step in generic video processing is shot boundary detection. This paper addresses a novel algorithm for abrupt shot (cut/pause) detection-especially on frames with similar statistics-based on the wavelet transform and content entropy. The algorithm has been successfully tested on some video categories including sport and live videos. Its quantitative performance has been compared to other known methods including pixel, histogram, frequency domain and statistics difference. In each test, the proposed wavelet method outperforms the others.
Keywords
content management; entropy; indexing; statistical analysis; video recording; video retrieval; wavelet transforms; content entropy; content management system; digital video capture; shot boundary detection; statistics-based wavelet transform; video indexing; video retrieval; Content based retrieval; Content management; Entropy; Frequency domain analysis; Gunshot detection systems; Histograms; Indexing; Statistics; Testing; Wavelet transforms; entropy; pause detection; wavelet;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Robot Vision, 2009. CRV '09. Canadian Conference on
Conference_Location
Kelowna, BC
Print_ISBN
978-0-7695-3651-4
Type
conf
DOI
10.1109/CRV.2009.20
Filename
5230534
Link To Document