DocumentCode :
491871
Title :
An automatic shot change detection algorithm using weighting variance and histogram variation
Author :
Kim, Won-Hee ; Moon, Kwang-Seok ; Kim, Jong-Nam
Author_Institution :
Dept. of Electron. Comput. Telecommun. Eng., PuKyong Nat´´l Univ., Busan
Volume :
02
fYear :
2009
fDate :
15-18 Feb. 2009
Firstpage :
1282
Lastpage :
1285
Abstract :
In this paper, we propose an automatic shot change detection algorithm using weighting variance and histogram variation. The proposed method consists of the following elements: weighting variance, adaptive threshold and automatic weighting. We obtained better the detection rate than conventional methods based on variance value about 8% and previous approach based on an adaptive threshold maximally about 5.7% in the experiment with the same test sequences. The proposed algorithm will be helpful in various applications which require an automatic shot change detection.
Keywords :
object detection; automatic shot change detection algorithm; histogram variation; test sequences; video frames detection; weighting variance; Cameras; Change detection algorithms; Detection algorithms; Frequency domain analysis; Frequency measurement; Gunshot detection systems; Histograms; Moon; Telecommunication computing; Testing; Adaptive Threshold; Automatic Shot Change Detection; Histogram Variation; Weighting Variance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Communication Technology, 2009. ICACT 2009. 11th International Conference on
Conference_Location :
Phoenix Park
ISSN :
1738-9445
Print_ISBN :
978-89-5519-138-7
Electronic_ISBN :
1738-9445
Type :
conf
Filename :
4809648
Link To Document :
بازگشت