MRF

Image Inpainting and demosaicing via total variation and Markov random field-based modeling

The problem of image reconstruction from incomplete data can be formulated as a linear inverse problem and is usually approached using optimization theory tools. Total variation (TV) regularization has been widely applied in this framework, due to …