Discriminative learned dictionaries for local image analysis

Sparse signal models have been the focus of much recent research, leading to (or improving upon) state-of-the-art results in signal, image, and video restoration. This article extends this line of research into a novel framework for local image discrimination tasks, proposing an energy formulation w...

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Bibliographic Details
Main Authors: Mairal, J, Bach, F, Ponce, J, Sapiro, G, Zisserman, A
Format: Conference item
Language:English
Published: IEEE 2008