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!