DocumentCode
1697178
Title
Film grain noise removal and generation for color images
Author
Yan, Jacky Chun Kit ; Campisi, Patrizio ; Hatzinakos, Dimitrios
Author_Institution
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Volume
5
fYear
1998
Firstpage
2957
Abstract
In this paper, we propose a noise filtering scheme, which is based on a multichannel homomorphic transformation, for color photographic images corrupted by signal-dependent film grain noise. The proposed method performs the estimation of the noise parameter using higher-order statistics (skewness or kurtosis) of the corrupted image and filtered image statistics. This parameter estimation technique can be used to generate color film grain noise that has applications in motion picture productions. After a theoretical description of the method employed, experimental results are provided
Keywords
adaptive filters; cinematography; higher order statistics; image colour analysis; interference suppression; noise; parameter estimation; photographic emulsions; color film grain noise; color images; color photographic images; corrupted image; film grain noise removal; filtered image; generation; higher-order statistics; kurtosis; motion picture productions; multichannel homomorphic transformation; noise filtering scheme; noise parameter; parameter estimation technique; signal-dependent film grain noise; skewness; Additive noise; Color; Colored noise; Filtering; Image generation; Motion pictures; Noise generators; Optical films; Optical noise; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location
Seattle, WA
ISSN
1520-6149
Print_ISBN
0-7803-4428-6
Type
conf
DOI
10.1109/ICASSP.1998.678146
Filename
678146
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