Non-local sparse models for image restoration

We propose in this paper to unify two different approaches to image restoration: On the one hand, learning a basis set (dictionary) adapted to sparse signal descriptions has proven to be very effective in image reconstruction and classification tasks. On the other hand, explicitly exploiting the sel...

Full description

Bibliographic Details
Main Authors: Mairal, J, Bach, F, Ponce, J, Sapiro, G, Zisserman, A
Format: Conference item
Language:English
Published: IEEE 2010