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Journal Articles Real Time Imaging Year : 1998

Real-Time Implementations of an MRF-Based Motion Detection Algorithm

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Abstract

The main concern in image processing is the computation cost. Markov random field (MRF)-based algorithms particularly require a significant amount of computation. The paper investigates three solutions to implement a simple, but robust, MRF-based motion detection algorithm in real time: SIMD machine, DSP-based image processing board, and analog resistive network. Details and performances of each implementation are given and a comparison between each realization is made. The underlying goal of this work is to study if real-time implementations of MRF-based algorithms are feasible or not. The answer is positive in the case of quite simple algorithms, but reserved with more complex ones. (C) 1998 Academic Press Limited.

Dates and versions

hal-01906787 , version 1 (27-10-2018)

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Alice Caplier, Franck Luthon, Christophe Dumontier. Real-Time Implementations of an MRF-Based Motion Detection Algorithm. Real Time Imaging, 1998, 4 (1), pp.41-54. ⟨10.1006/RTIM.1996.0062⟩. ⟨hal-01906787⟩
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