DocumentCode :
3342262
Title :
Shot Boundary Detection Based on Difference Sequences of Mutual Information
Author :
Xia, Dingyuan ; Deng, Xuefei ; Zeng, Qingning
Author_Institution :
Wuhan Univ. of Technol., Wuhan
fYear :
2007
fDate :
22-24 Aug. 2007
Firstpage :
389
Lastpage :
394
Abstract :
Aimed at the characteristics and localizations of mutual information used in shot boundary detection, a new shot boundary detection method based on difference sequences of mutual information is presented. The measure used for detecting the shot boundary is not the mutual information itself involved in the frames of video sequences, but the absolute value difference between the frames, thereby the disadvantage influences resulted from the zoom of camera or movement of object are effectively eliminated. Moreover, the two-order mutual information is introduced into the shot boundary detection to make up for the scarcity of spatial information and fully utilize the relativity of gray-level between the adjacent pixels, and the detection effect is further improved. Experimental results validate the validity of the new method.
Keywords :
image sequences; video signal processing; mutual information difference sequences; shot boundary detection; video sequences; Entropy; Gunshot detection systems; Histograms; Image matching; Motion detection; Mutual information; Object detection; Probability distribution; Random variables; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Graphics, 2007. ICIG 2007. Fourth International Conference on
Conference_Location :
Sichuan
Print_ISBN :
0-7695-2929-1
Type :
conf
DOI :
10.1109/ICIG.2007.11
Filename :
4297118
Link To Document :
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