메뉴 건너뛰기




Volumn 5, Issue 1, 2011, Pages 45-56

Fuzzy c-means clustering with non local spatial information for noisy image segmentation

Author keywords

fuzzy clustering algorithm; image segmentation; magnetic resonance (MR) image; non local spatial information

Indexed keywords

FCM ALGORITHM; FUZZY C MEANS CLUSTERING; FUZZY C-MEANS CLUSTERING ALGORITHMS; IMAGE NOISE; NOISE LEVELS; NONLOCAL; OBJECTIVE FUNCTIONS; PERFORMANCE EVALUATION; REAL IMAGES; SEGMENTATION METHODS; SEGMENTATION PERFORMANCE; SPATIAL CONSTRAINTS; SPATIAL INFORMATIONS;

EID: 79952072097     PISSN: 16737350     EISSN: 16737466     Source Type: Journal    
DOI: 10.1007/s11704-010-0393-8     Document Type: Article
Times cited : (82)

References (17)
  • 1
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histograms
    • Otsu N. A threshold selection method from gray-level histograms. IEEE Transactions on Systems, Man, and Cybernetics, 1979, 9(1): 62-66.
    • (1979) IEEE Transactions on Systems, Man, and Cybernetics , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 2
    • 2142820842 scopus 로고    scopus 로고
    • Robust and automated unimodal histogram thresholding and potential applications
    • Baradez M O, McGuckin C P, Forraz N, Pettengellc R, Hoppe A. Robust and automated unimodal histogram thresholding and potential applications. Pattern Recognition, 2004, 37(6): 1131-1148.
    • (2004) Pattern Recognition , vol.37 , Issue.6 , pp. 1131-1148
    • Baradez, M.O.1    McGuckin, C.P.2    Forraz, N.3    Pettengellc, R.4    Hoppe, A.5
  • 3
    • 0026842556 scopus 로고
    • An adaptive clustering algorithm for image segmentation
    • Pappas T N. An adaptive clustering algorithm for image segmentation. IEEE Transactions on Signal Processing, 1992, 40(4): 901-914.
    • (1992) IEEE Transactions on Signal Processing , vol.40 , Issue.4 , pp. 901-914
    • Pappas, T.N.1
  • 4
    • 3042590800 scopus 로고    scopus 로고
    • A clustering fuzzy approach for image segmentation
    • Cinque L, Foresti G, Lombardi L. A clustering fuzzy approach for image segmentation. Pattern Recognition, 2004, 37(9): 1797-1807.
    • (2004) Pattern Recognition , vol.37 , Issue.9 , pp. 1797-1807
    • Cinque, L.1    Foresti, G.2    Lombardi, L.3
  • 5
    • 3543098627 scopus 로고    scopus 로고
    • Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure
    • Chen S C, Zhang D Q. Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure. IEEE Trans System, Man, and Cybernetics. Part B: Cybernetics, 2004, 34(4): 1907-1916.
    • (2004) IEEE Trans System, Man, and Cybernetics. Part B: Cybernetics , vol.34 , Issue.4 , pp. 1907-1916
    • Chen, S.C.1    Zhang, D.Q.2
  • 6
    • 79957498878 scopus 로고    scopus 로고
    • A non-local fuzzy segmentation method: application to brain MRI
    • Pattern Recognition, (in press)
    • Caldairou B, Passat N, Habas P A, Studholme C, Rousseau F. A non-local fuzzy segmentation method: application to brain MRI. Pattern Recognition, 2010 (in press).
    • (2010)
    • Caldairou, B.1    Passat, N.2    Habas, P.A.3    Studholme, C.4    Rousseau, F.5
  • 11
    • 4444347719 scopus 로고    scopus 로고
    • A novel kernelized fuzzy C-means algorithm with application in medical image segmentation
    • Zhang D Q, Chen S C. A novel kernelized fuzzy C-means algorithm with application in medical image segmentation. Artificial Intelligence in Medicine, 2004, 32(1): 37-50.
    • (2004) Artificial Intelligence in Medicine , vol.32 , Issue.1 , pp. 37-50
    • Zhang, D.Q.1    Chen, S.C.2
  • 13
    • 33750512945 scopus 로고    scopus 로고
    • Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation
    • Cai W, Chen S, Zhang D. Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation. Pattern Recognition, 2007, 40(3): 825-838.
    • (2007) Pattern Recognition , vol.40 , Issue.3 , pp. 825-838
    • Cai, W.1    Chen, S.2    Zhang, D.3
  • 16
    • 0015644823 scopus 로고
    • Cluster validity with fuzzy sets
    • Bezdek J C. Cluster validity with fuzzy sets. Cybernetics and Systems, 1973, 3(3): 58-73.
    • (1973) Cybernetics and Systems , vol.3 , Issue.3 , pp. 58-73
    • Bezdek, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.