Title :
Efficient search algorithms for block-matching motion estimation
Author :
Kant, Shashi ; Gupta, PSSBK ; Korada, Ramkishor ; Uliyar, Mithun
fDate :
June 23 2008-April 26 2008
Abstract :
In this paper, two new and efficient algorithms for block motion estimation are presented. The proposed algorithms concentrate on improvements to existing block motion estimation algorithms (BMAs) and include four effective steps: prediction of static blocks, prediction of optimal search starting point, motion categorization for the block and motion vector search around the optimal starting point. Two different search patterns are presented that achieve different tradeoffs between search speed and reconstructed picture quality. Extensive simulation results and comparative analysis with the well-known Diamond search show that the proposed algorithms outperform conventional algorithms in terms of computational complexity while maintaining picture quality.
Keywords :
computational complexity; data compression; image matching; image reconstruction; motion estimation; video coding; block-matching motion estimation; computational complexity; efficient search algorithms; picture quality reconstruction; spatial correlation; video compression; Algorithm design and analysis; Analytical models; Computational complexity; Computational modeling; ISO standards; Motion compensation; Motion estimation; Transform coding; Video compression; Video sequences; Block-matching algorithm; efficient cross search; efficient motion estimation; enhanced diamond search; spatial correlation; video compression;
Conference_Titel :
Multimedia and Expo, 2008 IEEE International Conference on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-2570-9
Electronic_ISBN :
978-1-4244-2571-6
DOI :
10.1109/ICME.2008.4607545