On cooperative image denoising

Maciej Niedzwiecki, Szymon Gackowski
2011 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  
In this paper we suggest how several competing image denoising algorithms, differing in design parameters, or even in design principles, can be combined together to yield a better and more reliable denoising algorithm. The proposed fusion mechanism allows one to combine practically all kinds of noise reduction tools. It also allows one to account for the distribution of measurement noise, and in particular -to cope with heavy-tailed disturbances, such as Laplacian noise, or light-tailed disturbances, such as uniform noise.
doi:10.1109/icassp.2011.5946558 dblp:conf/icassp/NiedzwieckiG11 fatcat:hww7wjucwrg63edbknh4zwjswu