Impulsive noise removal using switching scheme and adaptive weighted median filters

Optical Engineering

Volumn 49, Issue 1, 2010, Pages

  Jin, Lianghai ^a   Liu, Hong ^a   Song, Enmin ^a   Xu, Xiangyang ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

impulsive noise; switching mechanism; weighted median filters

Indexed keywords

ADAPTIVE WEIGHTED MEDIAN FILTERS; COMPARISON TECHNIQUES; EXCELLENT PERFORMANCE; IMAGE PIXELS; IMPULSIVE NOISE REMOVAL; LAPLACIAN OPERATOR; OBJECTIVE MEASUREMENT; SIMULATION RESULT; SWITCHING MECHANISM; SWITCHING SCHEME; WEIGHTED MEDIAN FILTER; WEIGHTED MEDIAN FILTERING;

ELECTRIC FILTERS; FILTRATION; IMAGE QUALITY; LAPLACE EQUATION; MATHEMATICAL OPERATORS; PIXELS;

IMPULSE NOISE;

EID: 77956475672     PISSN: 00913286     EISSN: 15602303     Source Type: Journal    
DOI: 10.1117/1.3292005     Document Type: Article

References (21)

1. W. K. Pratt, Digital Image Processing, Wiley, New York (1991).
2. J. W. Tukey, "Nonlinear (nonsuperposable( methods for smoothing data," IEEE Conf. Rec. EASCON, pp. 673-681 (1974).
3. E. Ataman, V. K. Aatre, and K. M. Wong, "Some statistical properties of median filters," IEEE Trans. Acoust., Speech, Signal Process. 29(5), 1073-1075 (1981).
4. T. A. Nodes and N. C. Gallagher, Jr., "Median filters: Some modifications and their properties," IEEE Trans. Acoust., Speech, Signal Process. 30(5), 739-746 (1982).
5. L. Yin, R. K. Yang, M. Gabbouj, and Y. Neuvo, "Weighted median filters: A tutorial," IEEE Trans. Circuits Syst., II: Analog Digital Signal Process. 43(3), 157-192 (1996).
6. S. J. Ko and Y. H. Lee, "Center weighted median filters and their applications to image enhancement," IEEE Trans. Circuits Syst. 38(9), 984-993 (1991).
7. P. Yang and O. A. Basir, "Adaptive weighted median filter using local entropy for ultrasonic image denoising," in Proc. 3rd Intl. Symp. Image Signal Process. Analy., pp. 799-803 (2003).
8. J. Ishihara, M. Meguro, and N. Hamada, "Adaptive weighted median filter utilizing impulsive noise detection," Proc. SPIE 3808, 406-414 (1999).
9. L. Jin, D. Li, and Z. Lu, "Improved adaptive spatial distanceweighted median filter," Opt. Eng. 46(3), 37003 (2007).
10. T. Chen, K. K. Ma, and L. H. Chen, "Tri-state median filter for image denoising," IEEE Trans. Image Process. 8(12), 1834-1838 (1999).
11. S. Zhang and M. Karim, "A new impulse detector for switching median filters," IEEE Signal Process. Lett. 9(11), 360-363 (2002).
12. H. L. Eng and K. K. Ma, "Noise adaptive soft-switching median filter," IEEE Trans. Image Process. 10(2), 242-251 (2001).
13. Z. Wand and D. Zhang, "Progressive switching median filter for the removal of impulse noise from highly corrupted images," IEEE Trans. Circuits Syst., II: Analog Digital Signal Process. 46(1), 78-80 (1999).
14. T. Chen and H. R. Wu, "Space variant median filters for the restoration of impulse noise corrupted images," IEEE Trans. Circuits Syst., II: Analog Digital Signal Process. 48(8), 784-789 (2001).
15. T. Chen and H. R. Wu, "Adaptive impulse detection using centerweighted median filters," IEEE Signal Process. Lett. 8(1), 1-3 (2001).
16. D. S. Zhang and D. J. Kouri, "Varying weight trimmed mean filter for the restoration of impulse noise corrupted images," in IEEE Intl. Conf. Acoust. Speech Signal Process., pp. iv/137-140 (2005).
17. E. Abreu, M. Lightstone, S. K. Mitra, and K. Arakawa, "A new efficient approach for the removal of impulse noise from highly corrupted images," IEEE Trans. Image Process. 5(6), 1012-1025 (1996).
18. P. Civicioglu, "Using uncorrupted neighborhoods of the pixels for impulsive noise suppression with ANFIS," IEEE Trans. Image Process. 16(3), 759-773 (2007).
19. M. E. Yuksel, "A hybrid neuro-fuzzy filter for edge preserving restoration of images corrupted by impulse noise," IEEE Trans. Image Process. 15(4), 928-936 (2006).
20. L. Jin, C. Xiong, and Z. Lu, "Selective adaptive weighted median filter," Opt. Eng. 47(3), 37001 (2008).
21. K. N. Plataniotis, D. Androutsos, and A. N. Venetsanopoulos, "Adaptive fuzzy systems for multichannel signal processing," Proc. IEEE 87(9), 1601-1622 (1999).