Parallelized robust multiresolution motion estimation

P. Piscaglia,B. Macq, E. Mémin,P. Pérez, C. Labit

ICIP (1)(1996)

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摘要
Motion estimation is crucial in domains such as robot vision or image sequence coding. Fast or real time computing is often required but is problematic due to computational complexity. In this paper, an algorithm using multiresolution multigrid Markov random fields is parallelized. Such realizations have already been studied for fine parallelizations on massively parallel machines. The goal of this paper is to achieve a coarse parallelization on a network of workstations, using the Parallel Virtual Machine (PVM) software package
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关键词
workstation network,random processes,software packages,real time computing,image resolution,parallel virtual machine software package,motion estimation,computational complexity,parallel algorithms,multiresolution multigrid markov random fields,image sequence coding,parallelized robust multiresolution motion estimation,markov processes,real-time systems,robot vision,robustness,real time systems,workstations
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