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TIP
2008
130views more  TIP 2008»
13 years 6 months ago
Nonlocal Discrete Regularization on Weighted Graphs: A Framework for Image and Manifold Processing
We introduce a nonlocal discrete regularization framework on weighted graphs of the arbitrary topologies for image and manifold processing. The approach considers the problem as a...
Abderrahim Elmoataz, Olivier Lezoray, Sébas...
CVPR
2011
IEEE
13 years 2 months ago
Learning Non-Local Range Markov Random Field for Image Restoration
In this paper, we design a novel MRF framework which is called Non-Local Range Markov Random Field (NLRMRF). The local spatial range of clique in traditional MRF is extended to th...
Sun Jian, Marshall Tappen
SCIA
2007
Springer
120views Image Analysis» more  SCIA 2007»
14 years 7 days ago
Evaluating a General Class of Filters for Image Denoising
Abstract. Recently, an energy-based unified framework for image denoising was proposed by Mr´azek et al. [10], from which existing nonlinear filters such as M-smoothers, bilater...
Luis Pizarro, Stephan Didas, Frank Bauer, Joachim ...
ICIP
2008
IEEE
14 years 7 months ago
A post-compensation scheme for Nonlocal Means filter based image restoration
Recent Nonlocal Means filter (NLM) [1] is lack of mean conservation property, that is, image can have different mean before and after being processed. It is not suppose to happen ...
Hao Xu, Jizheng Xu, Feng Wu
IGARSS
2010
13 years 4 months ago
A nonlocal approach for SAR image denoising
Speckle reduction is a key step in several SAR image processing procedures. In this paper, a new despeckling technique based on the "nonlocal" denoising filter BM3D [1] ...
Sara Parrilli, Mariana Poderico, Cesario Vincenzo ...