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Volumn , Issue , 2012, Pages 358-361

Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier

Author keywords

hierarchical framework; K NN classifier; skin cancer; skin lesion images

Indexed keywords

BENIGN LESION; CLASSIFICATION ACCURACY; CLASSIFICATION TASKS; COLOUR IMAGE; FEATURE SUBSET; HIERARCHICAL FRAMEWORK; HIERARCHICAL STRUCTURES; K-NEAREST NEIGHBORS; K-NN CLASSIFIER; SKIN CANCERS; SKIN LESION; SKIN LESION IMAGES; STANDARD CAMERAS; TEXTURE FEATURES;

EID: 84864863492     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2012.6235558     Document Type: Conference Paper
Times cited : (33)

References (11)
  • 3
    • 0033640646 scopus 로고    scopus 로고
    • Statistical pattern recognition: A review
    • A. K. Jain, R. P. W. Duin, and J. Mao, "Statistical pattern recognition: A review," IEEE Trans. on PAMI, vol. 22, no. 1, pp. 4-37, 2000.
    • (2000) IEEE Trans. on PAMI , vol.22 , Issue.1 , pp. 4-37
    • Jain, A.K.1    Duin, R.P.W.2    Mao, J.3
  • 7
    • 3042549352 scopus 로고    scopus 로고
    • Evidence combination in medical data mining
    • April, Vol.2
    • Y.A. Aslandogan and G.A. Mahajani, "Evidence combination in medical data mining," in ITCC 2004, April 2004, vol. 2, pp. 465 - 469 Vol.2.
    • (2004) ITCC 2004 , vol.2 , pp. 465-469
    • Aslandogan, Y.A.1    Mahajani, G.A.2
  • 8
    • 0029218112 scopus 로고
    • Design and evaluation of neural classifiers application to skin lesion classification
    • M. Hintz-madsen et al., "Design and evaluation of neural classifiers application to skin lesion classification," in Proc. NNSP V,1995, pp. 484-493.
    • (1995) Proc. NNSP , vol.5 , pp. 484-493
    • Hintz-Madsen, M.1
  • 11
    • 84864836679 scopus 로고    scopus 로고
    • A color and texture based hierarchical k-nn approach to the classification of non-melanoma skin lesions
    • Springer, (in press)
    • L. Ballerini, R. B. Fisher, B. Aldridge, and J. Rees, "A color and texture based hierarchical k-nn approach to the classification of non-melanoma skin lesions," in Color Medical Image Analysis. Springer, 2012, (in press).
    • (2012) Color Medical Image Analysis
    • Ballerini, L.1    Fisher, R.B.2    Aldridge, B.3    Rees, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.