Suppression of impulse noise in MR images using artificial intelligent based neuro-fuzzy adaptive median filter

Digital Signal Processing: A Review Journal

Volumn 18, Issue 3, 2008, Pages 391-405

  Toprak, Abdullah ^a   Siraç Özerdem, Mehmet ^a   Güler, Inan ^b  

^a DICLE UNIVERSITY   (Turkey)

^b GAZI UNIVERSITY   (Turkey)

Author keywords

Fuzzy adaptive median filter; Neuro fuzzy rule base adaptive median filter; Noise reduction

Indexed keywords

ADAPTIVE FILTERING; FUZZY LOGIC; IMAGE QUALITY; IMPULSE NOISE; MAGNETIC RESONANCE IMAGING; NEURAL NETWORKS;

FUZZY ADAPTIVE MEDIAN FILTERS; NEURO-FUZZY RULE BASE ADAPTIVE MEDIAN FILTERS; NOISE CORRUPTED IMAGES;

NOISE ABATEMENT;

EID: 42949140835     PISSN: 10512004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dsp.2007.04.008     Document Type: Article

References (15)

1. A. Rosenfeld Fuzzy digital topology Inform. Control 40 1979 76 87
2. E. Abreu M. Lightstone S.K. Mitra K. Arakawa A new efficient approach for the removal of impulse noise from highly corrupted images IEEE Trans. Image Process. 5 1992 1012 1025
3. J.H. Wang L.D. Lin M.D. Yu Histogram-based adaptive neuro-fuzzy filter for image restoration Proc. Natl. Sci. Counc. ROC (A) 21 6 1997 556 572
4. H. Kong L. Guan A noise-exclusive adaptive filtering framework for removing impulse noise in digital image IEEE Trans. Circuits Syst. 45 1998 422 428
5. F. Russo A fuzzy filter for images corrupted by impulse noise IEEE Trans. Signal Process. 3 1996 605 610
6. S. Peng, L. Lucke, Fuzzy filtering for mixed noise removal during image processing, in: The 3rd IEEE Int. Conf. Fuzzy System, Orlando, FL, June 26–29, 1994, pp. 89–93
7. K. Arakawa Median filter based on fuzzy rules and its application to image restoration Fuzzy Sets Syst. 77 1996 3 13
8. C.S. Lee Y.H. Kuo P.T. Yu Weighted fuzzy mean filters for image processing Fuzzy Sets Syst. 89 1997 157 180
9. A. Toprak, İ. Güler, Impulse noise reduction in medical images with the use of switch mode fuzzy adaptive median filter, Digital Signal Process. (2007), in press
10. S. Zhang M.A. Karim A new impulse detector for switching median filters IEEE Signal Process. Lett. 9 2002 360 363
11. J.H. Wang L.D. Lin Histogram-based fuzzy filter for image restoration IEEE Trans. Syst. Man Cybernet. B Cybernet. 32 2 2002 555 571
12. R.C. Gonzalez R.E. Woods Digital Image Processing 1992 Prentice Hall Englewood Cliffs, NJ pp. 241–243
13. P.J. Toivanen J. Ansamäki J.P.S. Parkkinen J. Mielikainen Edge detection in multispectral images using the self-organizing map Pattern Recogn. Lett. 24 2003 2987 2994
14. A. Toprak İ. Güler Suppression of impulse noise in medical images with the use of fuzzy adaptive median filter J. Med. Syst. 30 2006 465 471
15. S. Haykin Neural Networks, A Comprehensive Foundation 1999 Prentice Hall Upper Saddle River, NJ pp. 123–128