Title :
A Fast, Comprehensive Shot Boundary Determination System
Author :
Liu, Zhu ; Gibbon, David ; Zavesky, Eric ; Shahraray, Behzad ; Haffner, Patrick
Abstract :
The proposed shot boundary determination (SBD) algorithm contains a set of finite state machine (FSM) based detectors for pure cut, fast dissolve, fade in, fade out, dissolve, and wipe. Support vector machines (SVM) are applied to the cut and dissolve detectors to further boost performance. Our SBD system was highly effective when evaluated in TRECVID 2006 (TREC video retrieval evaluation) and its performance was ranked highest overall.
Keywords :
finite state machines; support vector machines; video retrieval; TREC video retrieval evaluation; TRECVID 2006; finite state machinebased detectors; shot boundary determination algorithm; shot boundary determination system; support vector machines; Automata; Change detection algorithms; Detectors; Feature extraction; Gunshot detection systems; Histograms; Indexing; Layout; Motion compensation; Support vector machines;
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
DOI :
10.1109/ICME.2007.4284943
