Theory and Fast Learned Solver for ${\ell }^1$-TV Regularization

Xinling Liu, Jianjun Wang, Bangti Jin

The ${\ell }^1$ and total variation (TV) penalties have been used successfully in many areas, and the combination of the ${\ell }^1$ and TV penalties can lead to further improved perform…