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Synchronous random fields and image restoration

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1 Author(s)
Younes, L. ; CMLA, Ecole Normale Superieure de Cachan, Cachan, France

We propose a general synchronous model of lattice random fields which could be used similarly to Gibbs distributions in a Bayesian framework for image analysis, leading to algorithms ideally designed for an implementation on massively parallel hardware. After a theoretical description of the model, we give an experimental illustration in the context of image restoration

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:20 ,  Issue: 4 )