메뉴 건너뛰기




Volumn , Issue , 2007, Pages 529-535

MR brain image segmentation based on kernelized fuzzy clustering using fuzzy Gibbs random field model

Author keywords

Fuzzy c mean clustering; Gibbs random Field; Kernel induced measure; Magnetic resonance image segmentation; Spatial constraints

Indexed keywords

ATOMS; BIOMEDICAL ENGINEERING; CLUSTERING ALGORITHMS; COPYING; DECODING; DIGITAL IMAGE STORAGE; FEEDFORWARD NEURAL NETWORKS; FILTER BANKS; FUZZY SYSTEMS; IMAGE PROCESSING; IMAGE SEGMENTATION; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; PIXELS; RADIAL BASIS FUNCTION NETWORKS; RANDOM PROCESSES; RESONANCE; VIDEO SIGNAL PROCESSING;

EID: 48149112443     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCME.2007.4381792     Document Type: Conference Paper
Times cited : (6)

References (12)
  • 1
    • 0002739909 scopus 로고    scopus 로고
    • Fuzzy image clustering incorporating spatial continuity
    • Apr
    • A. W. C. Liew, S. H. Leung and W. H. Lau, "Fuzzy image clustering incorporating spatial continuity," IEE Proc. Vision Image and Signal Process. vol. 147, no. 2, pp. 185-192, Apr. 2000
    • (2000) IEE Proc. Vision Image and Signal Process , vol.147 , Issue.2 , pp. 185-192
    • Liew, A.W.C.1    Leung, S.H.2    Lau, W.H.3
  • 2
    • 0141857203 scopus 로고    scopus 로고
    • An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation
    • Sep
    • A.W.C. Liew, Hong Yan, "An adaptive spatial fuzzy clustering algorithm for 3-D MR image segmentation," IEEE Trans. Medical Imaging, vol. 22, no. 9, pp. 1063-1075, Sep. 2003.
    • (2003) IEEE Trans. Medical Imaging , vol.22 , Issue.9 , pp. 1063-1075
    • Liew, A.W.C.1    Yan, H.2
  • 3
    • 4444347719 scopus 로고    scopus 로고
    • A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
    • Sep
    • D. Q. Zhang, S. C. Chen, "A novel kernelized fuzzy C-means algorithm with application in medical image segmentation," Artificial Intelligence in Medicine, vol.32, no. 1, pp. 37-50, Sep. 2004.
    • (2004) Artificial Intelligence in Medicine , vol.32 , Issue.1 , pp. 37-50
    • Zhang, D.Q.1    Chen, S.C.2
  • 4
    • 0036447890 scopus 로고    scopus 로고
    • D. L. Pham, Fuzzy clustering with spatial constraints, in Proc. IEEE Int Conf. Image Processing, New York, 2002, pp. II-65-II-68.
    • D. L. Pham, "Fuzzy clustering with spatial constraints," in Proc. IEEE Int Conf. Image Processing, New York, 2002, pp. II-65-II-68.
  • 5
    • 0036489378 scopus 로고    scopus 로고
    • A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data
    • Mar
    • M. N. Ahmed, S. M. Yamany, N. Mohamed, A. A. Farag and T. Moriaty, "A modified fuzzy C-means algorithm for bias field estimation and segmentation of MRI data," IEEE Trans. Medical Imaging, vol. 21, no. 3, pp. 193-199, Mar. 2002.
    • (2002) IEEE Trans. Medical Imaging , vol.21 , Issue.3 , pp. 193-199
    • Ahmed, M.N.1    Yamany, S.M.2    Mohamed, N.3    Farag, A.A.4    Moriaty, T.5
  • 6
    • 0031189036 scopus 로고    scopus 로고
    • Parameter estimation in hidden fuzzy markov random fields and image segmentation
    • F. Salzenstein and W. Pieczynski, "Parameter estimation in hidden fuzzy markov random fields and image segmentation," Graphical Models and Image Processing, vol. 59, no.4, pp. 205-220, 1997.
    • (1997) Graphical Models and Image Processing , vol.59 , Issue.4 , pp. 205-220
    • Salzenstein, F.1    Pieczynski, W.2
  • 7
    • 33947179842 scopus 로고    scopus 로고
    • Fuzzy Markov random fields versus chains for multispectral image segmentation
    • Nov
    • F. Salzenstein and C. Collet, "Fuzzy Markov random fields versus chains for multispectral image segmentation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 11, Nov. 2006.
    • (2006) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.28 , Issue.11
    • Salzenstein, F.1    Collet, C.2
  • 9
    • 3543098627 scopus 로고    scopus 로고
    • Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure
    • Aug
    • S. C. Chen, D. Q. Zhang, "Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure," IEEE Trans. Systems, Man and Cybernetics, vol. 34, no. 4, pp. 1907-1916, Aug. 2004.
    • (2004) IEEE Trans. Systems, Man and Cybernetics , vol.34 , Issue.4 , pp. 1907-1916
    • Chen, S.C.1    Zhang, D.Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.