Equivalent key frames selection based on iso-content principles

Authors:
Costas Panagiotakis;Anastasios Doulamis;Georgios Tziritas
Affiliations:
Department of Computer Science, University of Crete, Heraklion, Greece;Department of Production Engineering and Management, Technical University of Crete, Chania, Greece;Department of Computer Science, University of Crete, Heraklion, Greece
Venue:
IEEE Transactions on Circuits and Systems for Video Technology
Year:
2009

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Abstract

We present a key frames selection algorithm based on three iso-content principles (Iso-Content Distance, Iso-Content Error and Iso-Content Distortion), so that the selected key frames are equidistant in video content according to the used principle. Two automatic approaches for defining the most appropriate number of key frames are proposed by exploiting supervised and unsupervised content criteria. Experimental results and the comparisons with existing methods from literature on large dataset of real-life video sequences illustrate the high performance of the proposed schemata.