DocumentCode :
1880066
Title :
Dynamic threshold method for scene change detection
Author :
Youm, Sungiu ; Kim, Woosaeng
Author_Institution :
Dept. of Comput. Sci., Kwangwoon Univ., Seoul, South Korea
Volume :
2
fYear :
2003
fDate :
6-9 July 2003
Abstract :
In general, the scene change for video indexing could be detected by using an appropriate threshold. However, the single fixed threshold value used in previous researches cannot perform well for all videos equally. In this paper, we propose a dynamic threshold method (DTM) in order to improve the performance of the scene change detection. The proposed method utilizes variable parameters obtained from detected cuts and the distribution of cut intervals in order to change the threshold dynamically. In short, the threshold in DTM is lowered in the area where the chance of cut occurrence is high and raised in the area where the chance of cut occurrence is low. Experimental results indicate that the proposed DTM is both computationally low and robust to false alarm.
Keywords :
database indexing; video databases; dynamic threshold method; fault cut detection ratio; scene change detection; video indexing; Algorithm design and analysis; Computer science; Detection algorithms; Fault detection; Histograms; Image databases; Indexing; Layout; Robustness; Sections;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
Type :
conf
DOI :
10.1109/ICME.2003.1221622
Filename :
1221622
Link To Document :
بازگشت