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Volumn 19, Issue 1, 2013, Pages

Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED ANALYSIS; AUTOMATED METHODS; BLUE CHANNELS; BORDER DETECTION; CLINICAL PRACTICES; DERMOSCOPY; DERMOSCOPY IMAGES; IMAGING MODALITY; PIGMENTED SKIN LESIONS; STATE-OF-THE-ART METHODS; THRESHOLDING METHODS;

EID: 84872138761     PISSN: 0909752X     EISSN: 16000846     Source Type: Journal    
DOI: 10.1111/j.1600-0846.2012.00636.x     Document Type: Article
Times cited : (182)

References (32)
  • 4
    • 0027373532 scopus 로고
    • Statistical evaluation of epiluminescence microscopy criteria for melanocytic pigmented skin lesions
    • Steiner K, Binder M, Schemper M, Wolff K, Pehamberger H. Statistical evaluation of epiluminescence microscopy criteria for melanocytic pigmented skin lesions. J Am Acad Dermatol 1993; 29: 581-588.
    • (1993) J Am Acad Dermatol , vol.29 , pp. 581-588
    • Steiner, K.1    Binder, M.2    Schemper, M.3    Wolff, K.4    Pehamberger, H.5
  • 5
    • 0028915293 scopus 로고
    • Epiluminescence microscopy. A useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists
    • Binder M, Schwarz M, Winkler A, Steiner A, Kaider A, Wolff K, Pehamberger H. Epiluminescence microscopy. A useful tool for the diagnosis of pigmented skin lesions for formally trained dermatologists. Arch Dermatol 1995; 131: 286-291.
    • (1995) Arch Dermatol , vol.131 , pp. 286-291
    • Binder, M.1    Schwarz, M.2    Winkler, A.3    Steiner, A.4    Kaider, A.5    Wolff, K.6    Pehamberger, H.7
  • 9
    • 79951509121 scopus 로고    scopus 로고
    • Border detection in dermoscopy images using hybrid thresholding on optimized color channels
    • Garnavi R, Aldeen M, Celebi ME, Varigos G, Finch S. Border detection in dermoscopy images using hybrid thresholding on optimized color channels. Comput Med Imaging Graph 2011; 35: 105-115.
    • (2011) Comput Med Imaging Graph , vol.35 , pp. 105-115
    • Garnavi, R.1    Aldeen, M.2    Celebi, M.E.3    Varigos, G.4    Finch, S.5
  • 11
    • 0032587461 scopus 로고    scopus 로고
    • Segmentation of digitized dermatoscopic images by two-dimensional color clustering
    • Schmid P. Segmentation of digitized dermatoscopic images by two-dimensional color clustering. IEEE Trans Med Imaging 1999; 18: 164-171.
    • (1999) IEEE Trans Med Imaging , vol.18 , pp. 164-171
    • Schmid, P.1
  • 13
    • 79951516399 scopus 로고    scopus 로고
    • Fast density-based lesion detection in dermoscopy images
    • Mete M, Kockara S, Aydin K. Fast density-based lesion detection in dermoscopy images. Comput Med Imaging Graph 2011; 35: 128-136.
    • (2011) Comput Med Imaging Graph , vol.35 , pp. 128-136
    • Mete, M.1    Kockara, S.2    Aydin, K.3
  • 14
    • 33745133066 scopus 로고    scopus 로고
    • Comparison of color clustering algorithms for segmentation of dermatological images
    • Reinhard JM and Pluim, JPW eds. San Diego, CA: SPIE
    • Melli R, Grana C, Cucchiara R. Comparison of color clustering algorithms for segmentation of dermatological images. In: Reinhard JM and Pluim, JPW eds. Proceedings of the SPIE Medical Imaging Conference. San Diego, CA: SPIE; 2006: 1211-1219.
    • (2006) Proceedings of the SPIE Medical Imaging Conference , pp. 1211-1219
    • Melli, R.1    Grana, C.2    Cucchiara, R.3
  • 15
    • 14844303908 scopus 로고    scopus 로고
    • Automatic lesion boundary detection in dermoscopy images using gradient vector flow snakes
    • Erkol B, Moss RH, Stanley RJ, Stoecker WV, Hvatum E. Automatic lesion boundary detection in dermoscopy images using gradient vector flow snakes. Skin Res Technol 2005; 11: 17-26.
    • (2005) Skin Res Technol , vol.11 , pp. 17-26
    • Erkol, B.1    Moss, R.H.2    Stanley, R.J.3    Stoecker, W.V.4    Hvatum, E.5
  • 17
    • 84857587140 scopus 로고    scopus 로고
    • A novel perceptually oriented approach for skin tumor segmentation
    • Abbas Q, Celebi ME, Garcia IF. A novel perceptually oriented approach for skin tumor segmentation. Int J Innov Comput Inf Control 2012; 8: 1837-1848.
    • (2012) Int J Innov Comput Inf Control , vol.8 , pp. 1837-1848
    • Abbas, Q.1    Celebi, M.E.2    Garcia, I.F.3
  • 19
    • 48249158393 scopus 로고    scopus 로고
    • Border detection in dermoscopy images using statistical region merging
    • Celebi ME, Kingravi HA, Iyatomi H et al. Border detection in dermoscopy images using statistical region merging. Skin Res Technol 2008; 14: 347-353.
    • (2008) Skin Res Technol , vol.14 , pp. 347-353
    • Celebi, M.E.1    Kingravi, H.A.2    Iyatomi, H.3
  • 20
    • 79951515493 scopus 로고    scopus 로고
    • Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images
    • Wang H, Moss RH, Chen X et al. Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images. Comput Med Imaging Graph 2011; 35: 116-120.
    • (2011) Comput Med Imaging Graph , vol.35 , pp. 116-120
    • Wang, H.1    Moss, R.H.2    Chen, X.3
  • 21
    • 78651451409 scopus 로고    scopus 로고
    • Lesion border detection in dermoscopy images using dynamic programming
    • Abbas Q, Celebi ME, Garcia IF, Rashid M. Lesion border detection in dermoscopy images using dynamic programming. Skin Res Technol 2011; 17: 91-100.
    • (2011) Skin Res Technol , vol.17 , pp. 91-100
    • Abbas, Q.1    Celebi, M.E.2    Garcia, I.F.3    Rashid, M.4
  • 22
    • 84859441037 scopus 로고    scopus 로고
    • Skin tumor area extraction using an improved dynamic programming approach
    • Abbas Q, Celebi ME, Garcia IF. Skin tumor area extraction using an improved dynamic programming approach. Skin Res Technol 2012; 18: 133-142.
    • (2012) Skin Res Technol , vol.18 , pp. 133-142
    • Abbas, Q.1    Celebi, M.E.2    Garcia, I.F.3
  • 25
    • 33748042635 scopus 로고    scopus 로고
    • Robust image binarization with ensembles of thresholding algorithms
    • Melgani F. Robust image binarization with ensembles of thresholding algorithms. J Electron Imaging 2006; 15: 023010.
    • (2006) J Electron Imaging , vol.15 , pp. 023010
    • Melgani, F.1
  • 26
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • Sezgin M, Sankur B. Survey over image thresholding techniques and quantitative performance evaluation. J Electron Imaging 2004; 13: 146-165.
    • (2004) J Electron Imaging , vol.13 , pp. 146-165
    • Sezgin, M.1    Sankur, B.2
  • 27
    • 0028867982 scopus 로고
    • Image thresholding by minimizing the measures of fuzziness
    • Huang L-K, Wang M-JJ. Image thresholding by minimizing the measures of fuzziness. Pattern Recogn 1995; 28: 41-51.
    • (1995) Pattern Recogn , vol.28 , pp. 41-51
    • Huang, L.-K.1    Wang, M.-J.2
  • 28
    • 0022266928 scopus 로고
    • A new method for gray-level picture thresholding using the entropy of the histogram
    • Kapur JN, Sahoo PK, Wong AKC. A new method for gray-level picture thresholding using the entropy of the histogram. Comput Vision Graphics Image Proc 1985; 29: 273-285.
    • (1985) Comput Vision Graphics Image Proc , vol.29 , pp. 273-285
    • Kapur, J.N.1    Sahoo, P.K.2    Wong, A.K.C.3
  • 30
    • 0018306059 scopus 로고
    • A threshold selection method from gray level histograms
    • Otsu N. A threshold selection method from gray level histograms. IEEE Trans Syst Man Cybern 1979; 9: 62-66.
    • (1979) IEEE Trans Syst Man Cybern , vol.9 , pp. 62-66
    • Otsu, N.1
  • 31
    • 0030043054 scopus 로고    scopus 로고
    • Unsupervised color image segmentation with application to skin tumor borders
    • Hance GA, Umbaugh SE, Moss RH, Stoecker WV. Unsupervised color image segmentation with application to skin tumor borders. IEEE Eng Med Biol Mag 1996; 15: 104-111.
    • (1996) IEEE Eng Med Biol Mag , vol.15 , pp. 104-111
    • Hance, G.A.1    Umbaugh, S.E.2    Moss, R.H.3    Stoecker, W.V.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.