메뉴 건너뛰기




Volumn 45, Issue 3, 2007, Pages 261-273

Segmentation of retinal blood vessels using a novel clustering algorithm (RACAL) with a partial supervision strategy

Author keywords

Clustering; Feature extraction; KNN classifier; Retinal imaging

Indexed keywords

BLOOD VESSELS; CLUSTERING ALGORITHMS; FEATURE EXTRACTION; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; VISION;

EID: 33847641544     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-006-0141-2     Document Type: Article
Times cited : (67)

References (22)
  • 1
    • 84972893020 scopus 로고
    • A dendrite method for cluster analysis
    • Calinski RB, Harabasz J (1974) A dendrite method for cluster analysis. Comm Stat 3:1-27
    • (1974) Comm Stat , vol.3 , pp. 1-27
    • Calinski, R.B.1    Harabasz, J.2
  • 3
    • 0015644825 scopus 로고
    • A fuzzy relative of ISODATA process and its use in detecting compact well-separated clusters
    • Dunn JC (1973) A fuzzy relative of ISODATA process and its use in detecting compact well-separated clusters. J Cybern 3:32-57
    • (1973) J Cybern , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 4
    • 0345438685 scopus 로고    scopus 로고
    • ROC graphs: Notes and practical considerations for researchers
    • HP Laboratories, Tech. Rep. HPL-2003-2004
    • Fawcett T (2004) ROC graphs: Notes and practical considerations for researchers, HP Laboratories, Tech. Rep. HPL-2003-2004
    • (2004)
    • Fawcett, T.1
  • 5
    • 0041525298 scopus 로고    scopus 로고
    • Locating the optic nerve in a retinal image using fuzzy convergence of the blood vessels
    • Hoover A, Goldbaum M (2003) Locating the optic nerve in a retinal image using fuzzy convergence of the blood vessels. IEEE Trans Med Imaging 22:951-958
    • (2003) IEEE Trans Med Imaging , vol.22 , pp. 951-958
    • Hoover, A.1    Goldbaum, M.2
  • 6
    • 0033623974 scopus 로고    scopus 로고
    • Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response
    • Hoover A, Kouznetsova V, Goldbaum M (2000) Locating blood vessels in retinal images by piecewise threshold probing of a matched filter response. IEEE Trans Med Imaging 19:203-210
    • (2000) IEEE Trans Med Imaging , vol.19 , pp. 203-210
    • Hoover, A.1    Kouznetsova, V.2    Goldbaum, M.3
  • 7
    • 0037252215 scopus 로고    scopus 로고
    • Adaptive local thresolding by verification-based multithreshold probing with application to vessel detection in retinal images
    • Jiang X, Mojon D (2003) Adaptive local thresolding by verification-based multithreshold probing with application to vessel detection in retinal images. IEEE Trans Pattern Anal Mach Intell 25:131-137
    • (2003) IEEE Trans Pattern Anal Mach Intell , vol.25 , pp. 131-137
    • Jiang, X.1    Mojon, D.2
  • 11
    • 0036937614 scopus 로고    scopus 로고
    • Performance evaluation of some clustering algorithms and validity indices
    • Maulik U, Bandyopadhyay S (2002) Performance evaluation of some clustering algorithms and validity indices. IEEE Trans Pattern Anal Mach Intell 24:1650-1654
    • (2002) IEEE Trans Pattern Anal Mach Intell , vol.24 , pp. 1650-1654
    • Maulik, U.1    Bandyopadhyay, S.2
  • 12
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz CE (1978) Basic principles of ROC analysis. Semin Nucl Med 8:283-298
    • (1978) Semin Nucl Med , vol.8 , pp. 283-298
    • Metz, C.E.1
  • 13
    • 5644287725 scopus 로고    scopus 로고
    • Comparative study of retinal vessel segmentation methods on a new publicly available database
    • Niemeijer M, Staal J, van Ginneken B, Long M, Abramoff MD (2004) Comparative study of retinal vessel segmentation methods on a new publicly available database. Proc SPIE Med Imaging 5370:648-656
    • (2004) Proc SPIE Med Imaging , vol.5370 , pp. 648-656
    • Niemeijer, M.1    Staal, J.2    van Ginneken, B.3    Long, M.4    Abramoff, M.D.5
  • 14
    • 9444220424 scopus 로고    scopus 로고
    • Automatic recognition of exudative maculopathy using fuzzy C-means clustering and neural networks
    • In: Claridge E, Bamber J (eds)
    • Oserah A, Mirmedhi M, Thomas B, Markham R (2001) Automatic recognition of exudative maculopathy using fuzzy C-means clustering and neural networks. In: Claridge E, Bamber J (eds) Proceedings of the medical image understanding and analysis, pp 49-52
    • (2001) Proceedings of the Medical Image Understanding and Analysis , pp. 49-52
    • Oserah, A.1    Mirmedhi, M.2    Thomas, B.3    Markham, R.4
  • 19
    • 0036119532 scopus 로고    scopus 로고
    • Progress towards automated diabetic ocular screening: A review of image analysis and intelligent systems for diabetic retinopathy
    • Teng T, Lefley M, Claremont D (2002) Progress towards automated diabetic ocular screening: A review of image analysis and intelligent systems for diabetic retinopathy. Med Biol Eng Comput 40:2-13
    • (2002) Med Biol Eng Comput , vol.40 , pp. 2-13
    • Teng, T.1    Lefley, M.2    Claremont, D.3
  • 20
    • 84904408522 scopus 로고    scopus 로고
    • available at
    • The STARE project, available at http://www.ces.clemson.edu/~ahoover/stare
    • The STARE Project
  • 21
    • 0032034235 scopus 로고    scopus 로고
    • A fuzzy vessel tracking algorithm for retinal images based on fuzzy clustering
    • Tolias YA, Panas SM (1998) A fuzzy vessel tracking algorithm for retinal images based on fuzzy clustering. IEEE Trans Med Imaging 17:263-273
    • (1998) IEEE Trans Med Imaging , vol.17 , pp. 263-273
    • Tolias, Y.A.1    Panas, S.M.2
  • 22
    • 0032588588 scopus 로고    scopus 로고
    • A multimodal registration algorithm of eye fundus images using vessels detection and Hough transform
    • Zana F, Klein J (1999) A multimodal registration algorithm of eye fundus images using vessels detection and Hough transform. IEEE Trans Med Imaging 18:419-428
    • (1999) IEEE Trans Med Imaging , vol.18 , pp. 419-428
    • Zana, F.1    Klein, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.