Image understanding has been playing an increasingly crucial role in several inverse problems and computer vision. Sparse models form an important component in

A long long time ago, echoing philosophical and aesthetic principles that existed since antiquity, William of Ockham enounced the principle of parsimony, better

Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the sig

Image understanding has been playing an increasingly crucial role in vision applications. Sparse models form an important component in image understanding, sinc

Sparse Modeling for Image and Vision Processing offers a self-contained view of sparse modeling for visual recognition and image processing. More specifically,