On the design of neuro-fuzzy hybrid multichannel filters to remove impulsive noise for color image restoration

Journal of Electronic Imaging

Volumn 9, Issue 2, 2000, Pages 117-139

  Tsai, Hung Hsu ^a   Chen, Shen Hwang ^a   Yu, Pao Ta ^a  

^a NATIONAL CHUNG CHENG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0039597019     PISSN: 10179909     EISSN: 1560229X     Source Type: Journal    
DOI: 10.1117/1.482733     Document Type: Article

References (27)

1. I. Pitas and A. N. Venetsanopoulos, Nonlinear Digital Filters - Principles and Applications, Kluwer Academic Publishers, Boston (1990).
2. P.-T. Yu and R.-C. Chen, "Fuzzy stack filters - their definitions, fundamental properties, and application in image processing," IEEE Trans. Image Process. 5(6), 838-854 (1996).
3. R.-C. Chen and P.-T. Yu, "An optimal design of fuzzy (m,n) rank order filtering with hard decision neural learning," Journal of Information Science and Engineering, 11, 567-593 (1995).
4. V. Barnett, "The ordering of multivariate data," J. Royal Stat. Soc. A, 139(3), 318-343 (1976).
5. J. Astola, P. Haavisto, and Y. Neuvo, "Vector median filtering," Proc. IEEE 78(4), 678-689 (1990).
6. P. E. Trahanias, D. Karakos, and A. N. Venetsanopoulos, "Directional processing of color images: theory and experimental results," IEEE Trans. Image Process. 5(6), 868-880 (1996).
7. D. Karakos and P. E. Trahanias, "Generalized multichannel image-filtering structures," IEEE Trans. Image Process. 6(7), 1038-1045 (1997).
8. K. N. Plataniotis, V. Sri, D. Androutsos, and A. N. Venetsanopoulos, "An adaptive nearest neighbor multichannel filters," IEEE Trans. Circuits Syst. Video Technol. 6(6), 699-703 (1996).
9. P and its use in multivariate image estimation," IEEE Trans. Circuits Syst. Video Technol. 1(2), 197-209 (1991).
10. K. Tang, J. Astola, and Y. Neuvo, "Nonlinear multivariate images filtering techniques," IEEE Trans. Image Process. 4(6), 788-798 (1995).
11. K. N. Plataniotis, D. Androutsos, and A. N. Venetsanopoulos, "Multichannel filters for image processing," Signal Process. Image Commun. 9, 143-158 (1997).
12. X. Yang and P. S. Toh, "Adaptive fuzzy multilevel median filter," IEEE Trans. Image Process. 4(5), 680-682 (1995).
13. K. Arakawa, "Median filters based on fuzzy rules and its application to image processing," Fuzzy Sets Syst. 77, 3-13 (1996).
14. F. Russo and G. Ramponi, "A fuzzy filter for images corrupted by impulse noise," IEEE Signal Process. Lett. 3(6), 168-170 (1996).
15. Y. S. Choi and R. Krishnapuram, "A robust approach to image enhancement based on fuzzy logic," IEEE Trans. Image Process. 6(6), 808-825 (1997).
16. L.-X. Wang and J. M. Mendel, "Fuzzy basis functions, universal approximation, and orthogonal least squares learning," IEEE Trans. Neural Netw. 3(5), 807-814 (1992).
17. J.-S. Jang and C.-T. Sun, "Functional equivalence between radial basis function networks and fuzzy inference systems," IEEE Trans. Neural Netw. 4(1), 156-159 (1993).
18. N. C. Gallagher, Jr. and G. L. Wise, "A theoretical analysis of the properties of median filters," IEEE Trans. Acoust., Speech, Signal Process. ASSP-29(6), 1136-1141 (1981).
19. J. P. Fitch, E. J. Coyle, and N. C. Gallagher, Jr., "Root properties of and convergence rates of median filters," IEEE Trans. Acoust., Speech, Signal Process. ASSP-33(1), 230-240 (1985).
20. J. Astola, P. Heinonen, and Y. Neuvo, "On the roots structures of median and median type filters," IEEE Trans. Acoust., Speech, Signal Process. ASSP-35(8), 1199-1201 (1987).
21. P.-T. Yu and E. J. Coyle, "Convergence behavior and N-roots of stack filters," IEEE Trans. Acoust., Speech, Signal Process. ASSP-38(9), 1529-1544 (1990).
22. G. J. Klir and B. Yuan, Fuzzy Sets and Fuzzy Logic Theory and Applications, Prentice Hall, Upper Saddle River, NJ (1995).
23. T. J. Ross, Fuzzy Logic with Engineering Applications, McGraw Hill, New York (1995).
24. H.-J. Zimmermann, Fuzzy Set Theory and Its Applications, Kluwer Academic Publishers, Boston (1991).
25. L.-X. Wang, A Course in Fuzzy Systems and Control, Prentice Hall, Upper Saddle River, NJ (1997).
26. S. Haykin, Neural Networks, Macmillan College Publishing Company, New York (1995).
27. A. K. Jain, Fundamentals of Digital Image Processing, Prentice Hall, Englewood Cliffs, NJ (1989).