An optimized key-frames extraction scheme based on SVD and correlation minimization
Authors: Ntalianis, Klimis 
Kollias, Stefanos 
Issue Date: 1-Dec-2005
Conference: 2005 IEEE International Conference on Multimedia and Expo (ICME 2005), 6-9 July 2005, Amsterdam, The Netherlands 
Book: Proceedings of the 2005 IEEE International Conference on Multimedia and Expo (ICME 2005) 
Keywords: Correlation criterion, Genetic algorithm, Key-frames extraction, Singular Value Decomposition
Abstract: 
In this paper an optimized and efficient technique for key-frames extraction of video sequences is proposed, which leads to selection of a meaningful set of video frames for each given shot. Initially for each frame the Singular Value Decomposition method is applied and a diagonal matrix is produced, containing the singular values of the frame. Afterwards, a feature vector is created for each fram...
ISBN: 0-7803-9331-7
DOI: 10.1109/ICME.2005.1521542
URI: https://uniwacris.uniwa.gr/handle/3000/2912
Type: Conference Paper
Department: Department of Business Administration 
School: School of Administrative, Economics and Social Sciences 
Affiliation: University of West Attica (UNIWA) 
Appears in Collections:Book Chapter / Κεφάλαιο Βιβλίου

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