Title :
Random NL-Means to Restoration of Colour Images
Author :
Dariusz Borkowski;Katarzyna Janczak-Borkowska
Author_Institution :
Fac. of Math. &
Abstract :
In this paper we propose a new method of denoising of colour images. We use non local means algorithm considered on non square searching window which is driven by anisotropic stochastic process. This modification allow us to adapt the idea from famous non local means and anisotropic diffusion approaches. Experimental results show that this new method gives encouraging results and can be successfully applied to denoising of high ISO images.
Keywords :
"Image reconstruction","Algorithm design and analysis","Noise measurement","Image color analysis","Stochastic processes","Standards","Noise reduction"
Conference_Titel :
Digital Image Computing: Techniques and Applications (DICTA), 2015 International Conference on
DOI :
10.1109/DICTA.2015.7371298