Title :
Fast 3D non-local denoising algorithm for video image using inter-frames dependency
Author :
Zhi-Yu Wang ; You-Ping Fu
Author_Institution :
Dept. of Software, Jilin Univ., Changchun, China
Abstract :
We presented a novel 3D non-local denoising algorithm for video enhancement. The main advantage of our algorithms is exploiting the correlation of patches in multi-frames. Meanwhile, assuming existence of larger similarity, we take advantage of temporal and spatial redundancies to estimate filter rather than calculate Euclidean distance. Comparative results show that our algorithms can be about 3 times faster than traditional non-local algorithms, while achieving almost equal denoising performance.
Keywords :
filtering theory; image denoising; image enhancement; video signal processing; fast 3D nonlocal denoising algorithm; inter-frames dependency; video enhancement; video image; Acceleration; Equations; Image denoising; Mathematical model; Noise reduction; PSNR; Three-dimensional displays; 3D non-local denoising; video denoising; video enhancement;
Conference_Titel :
Natural Computation (ICNC), 2013 Ninth International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/ICNC.2013.6818186