DocumentCode
352414
Title
A wavelet transform method for coding film-grain noise corrupted images
Author
Öktem, Rusen ; Egiazarian, Karen
Author_Institution
Signal Process. Lab., Tampere Univ. of Technol., Finland
Volume
6
fYear
2000
fDate
2000
Firstpage
2063
Abstract
We propose an algorithm for compressing images corrupted by film-grain type noise. The algorithm nonlinearly modifies the transform coefficients of noisy data for reducing the impact of noise on compression. Although any orthogonal transform is suitable for the application, the orthogonal wavelet transform is preferred for simplicity in calculating the filter coefficients and for obtaining better compression performance. The algorithm is tested on different images at different noise variances and the results are compared to spatial filtering before compression. Our method outperforms spatial prefiltering in terms of PSNR values and it is easier to implement
Keywords
data compression; filtering theory; image coding; transform coding; wavelet transforms; PSNR; film-grain noise corrupted images; filter coefficients; image coding; image compression; noise variances; noisy data; orthogonal wavelet transform; spatial prefiltering; transform coefficients; wavelet transform method; Filtering; Filters; Gaussian noise; Image coding; Iterative algorithms; Noise reduction; PSNR; Signal processing algorithms; Testing; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.859240
Filename
859240
Link To Document