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Linear predicted two-pass hexagonal algorithm with parallel implementation for motion estimation

Wu, Yunsong and Megson, Graham M. (2005) Linear predicted two-pass hexagonal algorithm with parallel implementation for motion estimation. In: Proceedings of the Fifth IEEE International Symposium on Signal Processing and Information Technology, Athens, Greece, 18-21 December 2005. ISSPIT 2005. IEEE, pp. 191-196. ISBN 0780393139

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Abstract

This paper presents a paralleled two-pass hexagonal (TPA) algorithm constituted by linear hashtable motion estimation algorithm (LHMEA) and hexagonal search (HEXBS) for motion estimation. In the TPA, motion vectors (MV) are generated from the first-pass LHMEA and are used as predictors for second-pass HEXBS motion estimation, which only searches a small number of macroblocks (MBs). We introduced hashtable into video processing and completed parallel implementation. We propose and evaluate parallel implementations of the LHMEA of TPA on clusters of workstations for real time video compression. It discusses how parallel video coding on load balanced multiprocessor systems can help, especially on motion estimation. The effect of load balancing for improved performance is discussed. The performance of the algorithm is evaluated by using standard video sequences and the results are compared to current algorithms.

Item Type:Book Section
Uncontrolled Keywords:Data compression, image sequences, motion estimation, video coding, linear hashtable motion estimation algorithm linear predicted two-pass hexagonal algorithm, parallel video coding, video compression, video processing, video sequences
Research Community:University of Westminster > Electronics and Computer Science, School of
ID Code:5709
Deposited On:27 Jan 2009 11:50
Last Modified:20 Oct 2009 14:33

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