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Non-Local Euclidean Medians

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Non-Local Euclidean Medians

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07 Feb 2013 (Updated )

Non-local patch-based image denoising using Non-Local Euclidean Medians (NLEM).

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Description

MATLAB implementation of the Non-Local Euclidean Medians (NLEM) algorithm described in the following paper:

[1] K.N. Chaudhury, and M. Unser, "Non-Local Euclidean Medians", IEEE Signal
Processing Letters, vol. 19, no. 11, 2012.

The current implementation is meant for experimental usage, and is far from optimal in terms of efficiency. For example, it can be optimized using *parfor* loops, or using mex code for computing the Euclidean median.

MATLAB release MATLAB 7.11 (R2010b)
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Comments and Ratings (3)
09 Jun 2014 Kunal Chaudhury

Royi Avital: NLEM does better than the classic NLM on images that have lot of sharp intensity jumps. Taking the Euclidean median (instead of the mean) gives better robustness for such images.

08 Jun 2014 Royi Avital

Is it any better than the classic NLM?

22 Oct 2013 Regan Dhakshnamurthy

nice.but what about NLEM version for color image ?

Updates
11 Feb 2013

code update.

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