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Image restoration via Topological Derivative

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Image restoration via Topological Derivative

by Ignacio Larrabide

 

10 Mar 2007 (Updated 12 Mar 2007)

Restores an image using the topological derivative (Both algorithms continuous and discrete).

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Description

Restoration_Continuum_TD and Restoration_Discrete_TD both restore an image using the Topological Derivative algorithms. The main idea behind this algorithms is to compute the topological derivative for an appropriate functional (the gradient or energy norm depending on the case) and a perturbation given by the introduction of a straight crack in
the domain. This derivative is used as an indicator function to find the best places to introduce cracks in the domain that will remove noise preserving relevant image characteristics (see references in 'references.txt' file).

MATLAB release MATLAB 6.5 (R13)
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Comments and Ratings (2)
23 Jul 2007 raja rao chatla

this is very good. Excellent work.

05 Aug 2008 ayesha saghir  
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Tag Activity for this File
Tag Applied By Date/Time
enhancement Ignacio Larrabide 22 Oct 2008 09:03:37
image restoration Ignacio Larrabide 22 Oct 2008 09:03:37
topological derivative Ignacio Larrabide 22 Oct 2008 09:03:37
algorithms Ignacio Larrabide 22 Oct 2008 09:03:37
im Ignacio Larrabide 22 Oct 2008 09:03:37

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