Generic image diffusion system

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Presentation transcript:

Generic image diffusion system project by Alexander Shapiro

Project’s goal Creating generic framework and graphical user interface for applying diffusion to images. Allowing plug&play connection of different diffusion modules.

Framework

Plug&Play Modules

Diffusion modules Any diffusion function (Matlab’s m-file) can be converted to module, if it accepts image matrix as input, takes no more then 5 additional parameters and produces the output matrix with the same size

Inside modules

Diffusion methods Currently we have 2 diffusion modules: Gaussian diffusian linear do not preserve edges Anisotropic diffusion non-linear preserve edges

Gaussian diffusion Image with noise Smoothed image

Anisotropic diffusion Image with noise Smoothed image

Comparison Gaussian Anisotropic

Thank you!