A. Pizurica: research interests

Markov Random Field models, inference algorithms and applications

I am interested in spatial context modeling using Markov Random Fields and in developing efficient inference algorithms for graphical models. These models and inference methods find many interesting applications, like in image restoration and inpainting, theoretical studies of structured sparsity, tomographic reconstructions etc. Some concrete research topics here are:

Selected related publications


Educational demo programs


Samples from the Ising model

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Samples from an anisotropic MRF model

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