New spatial based MRI image de-noising algorithm

Artificial Intelligence Review

Volumn 39, Issue 3, 2013, Pages 225-235

  Balafar, M A ^a  

^a UNIVERSITY OF TABRIZ   (Iran)

Author keywords

Brain; De noising algorithms; MRI

Indexed keywords

BRAIN IMAGES; DE-NOISING ALGORITHM; EDGE PRESERVING; GREY LEVELS; IMAGE CONTENT; NEIGHBOURHOOD; NOISE LEVELS; SPACE BETWEEN;

ALGORITHMS; BRAIN; IMAGE DENOISING; MAGNETIC RESONANCE IMAGING; PIXELS;

EDGE DETECTION;

EID: 84876159802     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-011-9268-0     Document Type: Article

References (25)

1. Anand CS, Sahambi JS (2008) MRI denoising using bilateral filter in redundant wavelet domain. TENCON 2008. In: Proceedings of IEEE region 10 conference, 19-21, pp 1-6
2. Ardizzone E, Pirrone R, Gallea R, Gambino O (2008) Noise filtering using edge-driven adaptive anisotropic diffusion. computer-based medical systems, 2008. CBMS08. In: Proceedings of 21st IEEE international symposium on, 17-19, pp 29 - 34
3. Avanaki AN, Diyanat A, Sodagari S (2008) Optimum parameter estimation for Non-Local means image de-noising using corner information. signal processing, 2008. ICSP2008. In: Proceedings of 9th international conference on, 26-29, pp 861-863
4. Balafar MA, Ramli AR, Mashohor S, (2010) A new method for MR grayscale inhomogeneity correction. Artif intell rev. doi: 10.1007/s10462-010-9169-7
5. Balafar MA, Ramli AR, saripan MI, Mahmud R, Mashohor S (2008) "Medical image segmentation using anisotropic filter, user interaction and Fuzzy C-Mean (FCM)", communications in computer and information science. Springer, Berlin, pp 169-176
6. Balafar MA, Ramli AR, saripan MI, Mahmud R, Mashohor S (2008) "Medical image segmentation using Fuzzy C-Mean (FCM), Learning Vector Quantization (LVQ) and user interaction", communications in computer and information science. Springer, Berlin, pp 177-184
7. Balafar MA, Ramli AR, Saripan MI, Mashohor S (2010) Review of brain MRI image segmentation methods. Artif Intell Rev 33(3): 261-274
8. Balafar MA, Ramli AR, saripan MI, Mashohor S, Mahmud R (2010) Improved fast Fuzzy C-Mean and its application in medical image segmentation. J Circuits Syst Comput 19(1): 13-24
9. Balafar MA, Ramli AR, Saripan MI, Mashohor S, Mahmud R (2010) Medical image segmentation using Fuzzy C-Mean (FCM) and user soecified data. J Circuits Syst Comput 19(1): 1-14
10. BrainWeb [Online]. Available: www.bic.mni.mcgill.ca/brainweb/
11. Buades A, Coll B, Morel J-M (2005) A Non-Local algorithm for image denoising. CVPR, pp 60-65
12. Delibašić B (2009) Reusable components for partitioning clustering algorithms. Artif Intell Rev 32(1-4): 59-75
13. Fernández F, Isasi P (2008) Nearest prototype classification of noisy data. Artif Intell Rev 30(1-4): 53-66
14. Gudbjartsson H, Patz S (1995) The rician distribution of noisy MRI data. Magn Reson Med 34: 910-914
15. Heng S, Shi-Xi W, Ke-Feng J, Wen-Xian Y (2007) Bayesian despeckling to SAR images based on the membrane MRF model, synthetic aperture radar, 2007. APSAR 2007. In: Proceedings of 1st Asian and Pacific conference on, 5-9, pp 347-350
16. IBSR. Available: http://www.cma.mgh.harvard.edu/ibsr/
17. Le Pennec E, Mallat S (2005) Sparse geometric image representations with bandelets. IEEE Trans on Image Process 14(4): 423-438
18. Lorena AC, de Carvalh AC, Gama JMP (2008) A review of the combination of binary classifiers in multiclass problems. Artif Intell Rev 30(1-4): 19-37
19. Manjo'n V et al (2008) MRI denoising using Non-Local means. Med Image Anal 12: 514-523
20. Ping-Lin C, Teng W-G (2007) Exploiting the self-organizing map for medical image segmentation. CBMS, pp 281-288
21. Sijbers J, den Dekker AJ, Scheunders P, Dyek DV (1998) Maximum likelihood estimation of rician distribution parameters. IEEE Trans Image Process 17: 357-361
22. Smail L (2009) De-separation and computation of probability distribution in Bayesian networks. Artif Intell Rev 31(1-4): 87-99
23. Tian D, Fan L (2007) A brain MR images segmentation method based on SOM neural network. ICBBE, pp 686-689
24. Tisdall D, Atkins MS (2005) Mri denoising via phase error estimation. In: Proceedings of SPIE medical imaging, pp 646-654
25. Zijdenbos A, Dawant B (1994) Brain segmentation and white matter lesion detection in MR images. Crit Rev Biomed Eng 22(5-6): 401-465