Search Sciweavers | Sciweavers

2295 search results - page 1 / 459

» Learning Overcomplete Representations

click to vote

ICASSP
2010
IEEE

199views Signal Processing» more ICASSP 2010»

A weighted discriminative approach for image denoising with overcomplete representations

14 years 11 months ago

Download www.cs.technion.ac.il

We present a novel weighted approach for shrinkage functions learning in image denoising. The proposed approach optimizes the shape of the shrinkage functions and maximizes denois...

Amir Adler, Yacov Hel-Or, Michael Elad

claim paper

Read More »

Voted

NIPS
2000

117views Information Technology» more NIPS 2000»

An Information Maximization Approach to Overcomplete and Recurrent Representations

15 years 8 days ago

Download neurophysics.huji.ac.il

The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...

Oren Shriki, Haim Sompolinsky, Daniel D. Lee

claim paper

Read More »

103

click to vote

ECCV
2010
Springer

738views Computer Vision» more ECCV 2010»

A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations

15 years 3 months ago