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Anomalous Diffusion Paradigm for Image Denoising Process

Senra Filho, Antonio Carlos, Murta Junior, Luiz Otávio
University of Sao Paulo
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Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3565
New: Prefer using the following doi: https://doi.org/10.54294/6sz775
Published in The Insight Journal - 2016 January-December.
Submitted by Antonio Carlos da Silva Senra Filho on 2016-09-30 09:19:02.

Anisotropic and isotropic diffusion equations have been extensively applied on biomedical image processing for many years and a great diversity of algorithm have been proposed by the scientific community. Here, it is available a recent new implementation of the anomalous diffusion equation, based on the Fokker-Planck PDE diffusion equation (also known as the Porous Media equation). The major contribution of the anomalous process in the image processing area is the possibility to regulates a sub or super-diffusion characteristic in the noise attenuation problem, which have been showed as a suitable solution for the preservation of fine details in complex objects such as the human brain. An ITK Module is offered here in order to easily add the Anisotropic Anomalous Diffusion (AAD) and Isotropic Anomalous Diffusion (IAD) filters in the ITK hierarchy.