Filtering multiplicative noise in images using adaptive region-based statistics

Journal of Electronic Imaging

Volumn 7, Issue 1, 1998, Pages 222-230

  Rangayyan, Rangaraj M ^a,b,c   Das, Arup ^a,d,e  

^a UNIVERSITY OF CALGARY   (Canada)

^b UNIVERSITY OF MYSORE   (India)

^c INDIAN INSTITUTE OF SCIENCE   (India)

^d JADAVPUR UNIVERSITY   (India)

^e Newbridge Networks   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000952081     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.482640     Document Type: Article

References (18)

1. J. F. Walkup and R. C. Choens, "Image processing in signal-dependent noise," Opt. Eng. 13, 258-266 (1974).
2. H. H. Arsenault, C. Gendron, and M. Denis, "Transformation of film-grain noise into signal-independent additive Gaussian noise," J. Opt. Soc. Am. 71, 91-94 (1981).
3. F. Naderi and A. A. Sawchuk, "Estimation of images degraded by film-grain noise," Appl. Opt. 17, 1228-1237 (April 1978).
4. C. M. Lo and A. A. Sawchuk, "Nonlinear restoration of filtered images with Poisson noise," SPIE Proc. 207, 84-95 (August 1979).
5. H. H. Arsenault and M. Levesque, "Combined homomorphic and local-statistics processing for restoration of images degraded by signal-dependent noise," Appl. Opt. 23(6), 845-850 (March 1984).
6. J. S. Lee, "Digital image enhancement and noise filtering by use of local statistics," IEEE Trans. Patt. Anal. Mach. Intell. PAMI-2(2), 165-168 (March 1980).
7. J. S. Lee, "Refined noise filtering using local statistics," Computer Graphics and Image Processing 15, 380-389 (1981).
8. S. S. Jiang and A. A. Sawchuk, "Noise updating repeated Wiener filter and other adaptive noise smoothing filters using local image statistics," Appl. Opt. 25(14), 2326-2337 (July 1986).
9. R. Gordon and R. M. Rangayyan, "Feature enhancement of film mammograms using fixed and adaptive neighborhoods," Appl. Opt. 23(4), 560-564 (1984).
10. R. B. Paranjape, T. F. Rabie, and R. M. Rangayyan, "Image restoration by adaptive neighborhood noise subtraction," Appl. Opt. 33, 2861-2869 (1994).
11. R. B. Paranjape, R. M. Rangayyan, and W. M. Morrow, "Adaptive neighborhood mean and median image filtering," J. Electron. Imag. 3(4), 360-367 (1994).
12. D. T. Kuan, A. A. Sawchuk, T. C. Strand, and P. Chavel, "Adaptive noise smoothing filter for images with signal-dependent noise," IEEE Trans. Patt. Anal. Mach. Intell. 7(2), 165-177 (March 1985).
13. R. C. Gonzalez and R. E. Woods, Digital Image Processing, Addison-Wesley, Reading, MA (1992).
14. W. M. Morrow, R. B. Paranjape, R. M. Rangayyan, and J. E. L. Desautels, "Region-based contrast enhancement of mammograms," IEEE Trans. Med. Imag. 11(3), 392-406 (1992).
15. W. K. Pratt, Digital Image Processing, Wiley-Interscience, New York (1978).
16. A. Das, "Region-based image processing," Master's thesis, Dept. of Electrical and Computer Engineering, The University of Calgary, Calgary, Alberta (1996).
17. A. Das and R. M. Rangayyan, "Adaptive region-based filtering of multiplicative signal-dependent noise," SPIE Proc. 3026, 338-348 (1997).
18. R. B. Paranjape, R. M. Rangayyan, W. M. Morrow, and H. N. Nguyen, "Adaptive-neighborhood image processing," SPIE Proc. 1818, 198-207 (1992).