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An evolutionary strategy based motion estimation algorithm for H.264 video codecs

Adedoyin, S, Fernando, WAC, Kodikara Arachchi, H, Kalganova, T and Loo, KK (2005) An evolutionary strategy based motion estimation algorithm for H.264 video codecs Canadian Conference on Electrical and Computer Engineering, 2005. pp. 927-930.

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Abstract

In this paper, we propose a new motion estimation algorithm based on evolutionary strategy (ES) for the H.264 video codec applied to monoscopic video. The proposed technique applies in macroblock basis and performs a parallel local search for the motion vector associated with the minimum motion compensated residue. For this purpose (μ+λ)-ES is used with heuristically and randomly generated population of initial motion vectors. Experimental results show that the proposed scheme can reduce the computational complexity up to 50% of the motion estimation algorithm used in the H.264 reference codec at the same picture quality. Therefore, the proposed algorithm provides a significant improvement in motion estimation in the H.264 video codec. © 2005 IEEE.

Item Type: Article
Authors :
NameEmailORCID
Adedoyin, SUNSPECIFIEDUNSPECIFIED
Fernando, WACw.fernando@surrey.ac.ukUNSPECIFIED
Kodikara Arachchi, Hh.kodikaraarachchi@surrey.ac.ukUNSPECIFIED
Kalganova, TUNSPECIFIEDUNSPECIFIED
Loo, KKUNSPECIFIEDUNSPECIFIED
Date : 1 December 2005
Identification Number : 10.1109/CCECE.2005.1557128
Depositing User : Symplectic Elements
Date Deposited : 17 May 2017 11:56
Last Modified : 17 May 2017 15:00
URI: http://epubs.surrey.ac.uk/id/eprint/833313

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