메뉴 건너뛰기




Volumn , Issue , 2009, Pages 537-539

Effective fuzzy c-mean clustering technique for segmentation of T1-T2 brain MRI

Author keywords

Bias field; Data analysis; FCM; MRI; Segmentation

Indexed keywords

AUTOMATED DATA ANALYSIS; BIAS FIELD; BRAIN MRI; FCM ALGORITHM; FUZZY C MEAN; IMAGE NOISE; MRI SEGMENTATION; OBJECTIVE FUNCTIONS;

EID: 73849092232     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ARTCom.2009.63     Document Type: Conference Paper
Times cited : (4)

References (14)
  • 2
    • 0036489378 scopus 로고    scopus 로고
    • A modified fuzzy-means algorithm for bias field estimation and segmentation o f MRI data
    • Ahmed, M.N., Mohamed, S.M.N., Farag, A.A., Moriarty, T, "A modified fuzzy-means algorithm for bias field estimation and segmentation o f MRI data," IEEE Trans. Med. Imaging, 21, 193-199, 2002.
    • (2002) IEEE Trans. Med. Imaging , vol.21 , pp. 193-199
    • Ahmed, M.N.1    Mohamed, S.M.N.2    Farag, A.A.3    Moriarty, T.4
  • 3
    • 0018918224 scopus 로고
    • A convergence theorem for the fuzzy data clustering algorithms
    • Bezdek, J, "A convergence theorem for the fuzzy data clustering algorithms," IEEE Trans. Pattern Anal. Mach. Intell. PAMI-2, 1-8, 1980.
    • (1980) IEEE Trans. Pattern Anal. Mach. Intell , vol.PAMI-2 , pp. 1-8
    • Bezdek, J.1
  • 5
    • 0032034233 scopus 로고    scopus 로고
    • Optimized homomorphic unsharp masking for MR grayscale inhomogeneity correction
    • Brinkmann, B.H., Manduca, A., Robb, R.A, "Optimized homomorphic unsharp masking for MR grayscale inhomogeneity correction," IEEE Trans. Med. Imaging 17, 161-171, 1998.
    • (1998) IEEE Trans. Med. Imaging , vol.17 , pp. 161-171
    • Brinkmann, B.H.1    Manduca, A.2    Robb, R.A.3
  • 6
    • 0022682981 scopus 로고    scopus 로고
    • Cannon, RL , Dave, J V and J C Bezdek, Efficient implementation of the fuzzy c- means clustering algorithm, IEEE Tans action on Pattern Analysis and Machine Intelligence, Vo l. PA MI-8, N o. 2, pp. 248-255, 1986.
    • Cannon, RL , Dave, J V and J C Bezdek, "Efficient implementation of the fuzzy c- means clustering algorithm," IEEE Tans action on Pattern Analysis and Machine Intelligence, Vo l. PA MI-8, N o. 2, pp. 248-255, 1986.
  • 7
    • 0023064533 scopus 로고
    • Image non-uniformity in magnetic resonance imaging: Its magnitude and methods for its correction
    • B. R. Condon, J. Patterson, and D. Wyper, "Image non-uniformity in magnetic resonance imaging: Its magnitude and methods for its correction," Br. J. Radiol., vol. 60, pp. 83-87, 1987.
    • (1987) Br. J. Radiol , vol.60 , pp. 83-87
    • Condon, B.R.1    Patterson, J.2    Wyper, D.3
  • 8
    • 0027850154 scopus 로고
    • Correction of intensity variations i n M R images for computer-aided tissue classification
    • Dawant, B., Zijidenbos, A., Margolin, R., "Correction of intensity variations i n M R images for computer-aided tissue classification," IEEE Trans. Med. Imaging, 12, 770-781, 1993.
    • (1993) IEEE Trans. Med. Imaging , vol.12 , pp. 770-781
    • Dawant, B.1    Zijidenbos, A.2    Margolin, R.3
  • 9
    • 0018729995 scopus 로고
    • A survey on image segmentation,
    • S. K. Fu and J. K. Mu, "A survey on image segmentation," Pattern Recognit., Vol. 13, pp. 3-16, 1981.
    • (1981) Pattern Recognit , vol.13 , pp. 3-16
    • Fu, S.K.1    Mu, J.K.2
  • 10
    • 0030126711 scopus 로고    scopus 로고
    • Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI
    • Johnston, B., Atkins, M.S., Mackiewich, B., Anderson, M, "Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI," IEEE Trans. Med. Imaging, 15, 154-169, 1996.
    • (1996) IEEE Trans. Med. Imaging , vol.15 , pp. 154-169
    • Johnston, B.1    Atkins, M.S.2    Mackiewich, B.3    Anderson, M.4
  • 11
    • 0030153655 scopus 로고    scopus 로고
    • Segmentation of brain tissue from magnetic resonance images, M ed
    • Kapur, T., Grimson, W .E.L., Wells, W.M., Kikinis, R., "Segmentation of brain tissue from magnetic resonance images," M ed. Image Anal., 1, 109-127, 1996.
    • (1996) Image Anal , vol.1 , pp. 109-127
    • Kapur, T.1    Grimson, W.E.L.2    Wells, W.M.3    Kikinis, R.4
  • 12
    • 50149110607 scopus 로고    scopus 로고
    • A new segmentation system for brain MR images based on fuzzy techniques
    • Kannan S R, "A new segmentation system for brain MR images based on fuzzy techniques," Applied Soft Computing, 8 (4), 1599-1606, 2008.
    • (2008) Applied Soft Computing , vol.8 , Issue.4 , pp. 1599-1606
    • Kannan, S.R.1
  • 13
    • 0346344372 scopus 로고    scopus 로고
    • New variational shape-fromorientation approach to correcting intensity inhomogeties in MR images
    • Lai, S., Fang, M, "New variational shape-fromorientation approach to correcting intensity inhomogeties in MR images," In: Proc. of Workshop on biomedical image analysis CVPR98, pp. 56-63, 1998.
    • (1998) In: Proc. of Workshop on biomedical image analysis , vol.CVPR98 , pp. 56-63
    • Lai, S.1    Fang, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.