Anisotropic diffusion in image processing


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Theoretical Foundations Of Anisotropic Diffusion In Image Processing (1996)

This discrepancy between its analytical properties and those of its numerical implementations spurred a significant amount of research in the past twenty years or so. An overview of the latter is the topic of this article.

Anisotropic diffusion example

Ambrosio, Y. Giga, P.

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Rybka and Y. Tonegawa, eds. Tokyo: Mathematical Society of Japan, , Zentralblatt MATH identifier In order to smooth an image and to simultaneously enhance important features such as edges, they apply a diffusion process whose diffusivity is steered by derivatives of the evolving image. These filters are difficult to analyse mathematically, as they may act locally like a backward diffusion process.

anisotropic-diffusion-filtering

This gives rise to well-posedness questions. On the other hand, nonlinear diffusion filters are frequently applied with very impressive results; so there appears the need for a theoretical foundation. Joachim Weickert Homepage No information is available for this author.


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Follow Book Categories. Cancel Delete. It is a huge topic and many problems have already been solved in many different ways. I have collected many star images over the time.

Why is anisotropic diffusion useful in image processing? - Signal Processing Stack Exchange

To me it is very interesting to try different algorithms with my own data. My overall goal is to develop a small set of Linux tools which will help me to do my astronomical observations.


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Part of the results and code snippets will go into this project. My first topic - and quite often the first step - is the reduction of image noise.

Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing
Anisotropic diffusion in image processing Anisotropic diffusion in image processing

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