Video Denoising Based on Adaptive Temporal Averaging (CROSBI ID 243256)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Bartovčak, David ; Vrankić, Miroslav
engleski
Video Denoising Based on Adaptive Temporal Averaging
This paper proposes a video denoising algorithm based on adaptive, pixel-wise, temporal averaging. The algorithm decomposes videos into a set of 1-D time dependent signals and then removes the noise by establishing temporal averaging intervals throughout each signal from the set. Temporal averaging intervals are established by simple, yet effective comparison processes which include two- way thresholding. The proposed algorithm is tested on several types of 1-D signals and benchmark videos. Experiments suggest that the proposed algorithm, despite its simplicity, produces high- quality denoising results and even outperforms some state-of-the-art competitors.
signal processing ; video denoising ; temporal averaging ; averaging interval ; pixel-domain method ; additive white Gaussian noise
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Podaci o izdanju
32 (2)
2012.
64-69
objavljeno
1330-9587
1849-0433
Povezanost rada
Elektrotehnika