Title :
Equivalent Key Frames Selection Based on Iso-Content Principles
Author :
Panagiotakis, Costas ; Doulamis, Anastasios ; Tziritas, Georgios
Author_Institution :
Dept. of Comput. Sci., Univ. of Crete, Heraklion
fDate :
3/1/2009 12:00:00 AM
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.
Keywords :
image sequences; video signal processing; equivalent key frames selection; isocontent distortion; isocontent principles; real-life video sequences; Key frame selection; equal distance principle; video summarization; video-content representation;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2009.2013517