Generalized Homomorphic and Adaptive Order Statistic Filters for the Removal of Impulsive and Signal-Dependent Noise

IEEE Transactions on Circuits and Systems

Volumn 34, Issue 8, 1987, Pages 948-955

  Venetsanopoulos, Anastasios N ^b  

^a TIANJIN UNIVERSITY   (China)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE PROCESSING; SIGNAL FILTERING AND PREDICTION;

ADDITIVE NOISE; IMPULSIVE NOISE; NONLINEAR FILTERS; SIGNAL-DEPENDENT NOISE; STATISTIC FILTERS;

ELECTRIC FILTERS;

EID: 0023400547     PISSN: 00984094     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCS.1987.1086226     Document Type: Article

References (20)

1. W. K. Pratt, Digital Image Processing New York: Wiley, 1978.
2. B. R. Hunt and H. C. Andrews, Digital Image Restoration Englewood Cliffs, NJ: Prentice-Hall, 1976.
3. A. V. Oppenheim, Application of Digital Signal Processing, Englewood Cliffs, NJ: Prentice-Hall, 1978.
4. A. V. Oppenheim, R. W. Schafer, T. G. Stockham, “Nonlinear filtering of multiplied and convolved signals,” Proc. IEEE, vol. 56, pp. 1264–1294, Aug. 1963.
5. J. W. Tukey, “Nonlinear (nonsuperposable) methods for smoothing data,” in 1974 EASCON Conf. Rec., 1974.
6. T. S. Huang, ed., Two Dimensional Digital Signal Processing, II: Transforms and Median Filters. New York: Springer-Verlag, 1981.
7. A. Rosenfeld and A. C. Kak, Digital Picture Processing, vol. 1, 2nd ed. New York: Academic Press, 1982.
8. A. C. Bovik, T. S. Huang and D. C. Munson, “A generalization of median filtering using linear combinations of order statistics,” IEEE Trans. Acoustics, Speech, Signal Process., vol. ASSP-31, pp. 1342–1350, Dec. 1983.
9. J. B. Bednar and T. L. Watt, “Alpha-trimmed means and their relationship to median filters,” IEEE Trans. Acoustics, Speech, Signal Process., vol. ASSP-32, pp. 145–153, Feb. 1984.
10. Y. H. Lee and S. A. Kassam, “Generalized median filtering and related nonlinear filtering techniques,” IEEE Trans. Acoustics, Speech, Signal Process., vol. ASSP-33, 672-683, June 1985.
11. I. Pitas and A. N. Venetsanopoulos, “Nonlinear mean filters in image processing,” IEEE Trans. Acoustics, Speech, Signal Process., vol. ASSP-34, 34, no. 3, pp. 573–584, June
12. I. Pitas and A. N. Venetsanopoulos, “Edge detectors based on nonlinear filters,” IEEE Trans. Pattern Anal. Machine Intell., vol. PAMI-8, no. 4, pp. 538–550, July 1986.
13. I. Pitas and A. N. Venetsanopoulos, “Nonlinear order statistic filters for image filtering and edge detection,” Signal Process., vol. 10, no. 4, pp. 395–413, June 1986.
14. A. Kundu, S. K. Mitra, and P. P. Vaidyanathan, “Application of two dimensional generalized mean filtering for impulse noise from images,” IEEE Trans. Acoustics, Speech, Signal Process., vol. ASSP-32, pp. 600–610, June 1984.
15. J. F. Walkup and R. C. Choens, Opt. Eng. vol. 13, pp. 258–266, 1974.
16. H. H. Arsenault and M. Denis, “Image processing in signal-dependent noise,” Can. J. Phys., vol. 61, pp. 309–317, 1983.
17. H. A. David, Order Statistics, New York: Wiley, 1980.
18. B. G. Kendall, The Advanced Theory of Statistics, vol. I. C. Griffin, 1973.
19. J. W. Tukey, Exploratory Data Analysis, Reading, MA: Addison-Wesley, 1977.
20. W. B. Davenport and W. L. Root, Random Signals and Noise, New York: McGraw-Hill, 1958.