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Volumn 3, Issue 3, 2008, Pages 220-228

Automatic segmentation of skin lesion images using evolution strategies

Author keywords

Border detection; Evolution strategies; Melanoma; Segmentation; Skin lesion

Indexed keywords

DERMATOLOGY; DISEASES;

EID: 52049088060     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2008.02.003     Document Type: Article
Times cited : (25)

References (30)
  • 1
    • 52049090670 scopus 로고    scopus 로고
    • Anonymous, Cancer facts and figures 2002, 2002.
    • Anonymous, Cancer facts and figures 2002, 2002.
  • 2
    • 33845589483 scopus 로고    scopus 로고
    • G. Betta, G.D. Leo, G. Fabbrocini, A. Paolillo, M. Scalvenzi, Automatic application of the '7-point checklist' diagnosis method for skin lesions: estimation of chromatic and shape parameters, in: Proceedings of the IEEE Instrumentation and Measurement Technology Conference (IMTC05), vol. 3, 2005.
    • G. Betta, G.D. Leo, G. Fabbrocini, A. Paolillo, M. Scalvenzi, Automatic application of the '7-point checklist' diagnosis method for skin lesions: estimation of chromatic and shape parameters, in: Proceedings of the IEEE Instrumentation and Measurement Technology Conference (IMTC05), vol. 3, 2005.
  • 3
    • 0033115810 scopus 로고    scopus 로고
    • Image segmentation using evolutionary computation
    • Bhandarkar S.M., and Zhang H. Image segmentation using evolutionary computation. IEEE Trans. Evolut. Comput. 3 1 (1999) 1-21
    • (1999) IEEE Trans. Evolut. Comput. , vol.3 , Issue.1 , pp. 1-21
    • Bhandarkar, S.M.1    Zhang, H.2
  • 4
    • 52049117239 scopus 로고    scopus 로고
    • M. Binder, Skin examination device, US Patent Number 6,032,071 (2000).
    • M. Binder, Skin examination device, US Patent Number 6,032,071 (2000).
  • 5
    • 24744450986 scopus 로고    scopus 로고
    • M.E. Celebi, Y.A. Aslandogan, P.R. Bergstresser, Mining biomedical images with density-based clustering, in: International Conference on Information Technology: Coding and Computing, ITCC 2005, Proceedings, IEEE, 2005.
    • M.E. Celebi, Y.A. Aslandogan, P.R. Bergstresser, Mining biomedical images with density-based clustering, in: International Conference on Information Technology: Coding and Computing, ITCC 2005, Proceedings, IEEE, 2005.
  • 6
    • 24744456566 scopus 로고    scopus 로고
    • M.E. Celebi, Y.A. Aslandogan, P.R. Bergstresser, Unsupervised border detection of skin lesion images, in: International Conference on Information Technology: Coding and Computing, ITCC 2005, Proceedings, IEEE, 2005.
    • M.E. Celebi, Y.A. Aslandogan, P.R. Bergstresser, Unsupervised border detection of skin lesion images, in: International Conference on Information Technology: Coding and Computing, ITCC 2005, Proceedings, IEEE, 2005.
  • 7
    • 0034445026 scopus 로고    scopus 로고
    • D.H. Chung, G. Sapiro, Segmenting skin lesions with partial-differential-equations-based image processing algorithms, in: International Conference on Imaging Processing, ICIP 2000, Proceedings, vol. 3, IEEE, 2000.
    • D.H. Chung, G. Sapiro, Segmenting skin lesions with partial-differential-equations-based image processing algorithms, in: International Conference on Imaging Processing, ICIP 2000, Proceedings, vol. 3, IEEE, 2000.
  • 8
    • 0034214887 scopus 로고    scopus 로고
    • Segmenting skin lesions with partial-differential-equations-based image processing algorithms
    • Chung D.H., and Sapiro G. Segmenting skin lesions with partial-differential-equations-based image processing algorithms. IEEE Trans. Med. Imaging 19 7 (2000) 763-767
    • (2000) IEEE Trans. Med. Imaging , vol.19 , Issue.7 , pp. 763-767
    • Chung, D.H.1    Sapiro, G.2
  • 9
    • 52049101874 scopus 로고    scopus 로고
    • CMAE, http://www.bionik.tu-berlin.de/user/niko/cmaes.m, accessed in October 2006.
    • CMAE, http://www.bionik.tu-berlin.de/user/niko/cmaes.m, accessed in October 2006.
  • 10
    • 10044240328 scopus 로고    scopus 로고
    • H. Deng, D.A. Clausi, Unsupervised image segmentation using a simple MRF model with a new implementation scheme, in: International Conference on Pattern Recognition, ICPR 04, Proceedings, vol. 2, IEEE, USA, August 23-26, 2004.
    • H. Deng, D.A. Clausi, Unsupervised image segmentation using a simple MRF model with a new implementation scheme, in: International Conference on Pattern Recognition, ICPR 04, Proceedings, vol. 2, IEEE, USA, August 23-26, 2004.
  • 12
    • 52049100899 scopus 로고    scopus 로고
    • P. Dhawan, Apparatus and method for skin lesion examination, US Patent Number 5,146,923 (1992).
    • P. Dhawan, Apparatus and method for skin lesion examination, US Patent Number 5,146,923 (1992).
  • 13
    • 52049122452 scopus 로고    scopus 로고
    • M. Doshi, Automated Segmentation of Skin Cancer Images, Master's thesis, University of Houston, May 2004.
    • M. Doshi, Automated Segmentation of Skin Cancer Images, Master's thesis, University of Houston, May 2004.
  • 14
    • 14844303908 scopus 로고    scopus 로고
    • Automatic lesion boundary detection in dermoscopy images using gradient vector flow snakes
    • Erkol B., Moss R., Stanley R., Stoecker W., and Hvatum E. Automatic lesion boundary detection in dermoscopy images using gradient vector flow snakes. Skin Res. Technol. 11 1 (2005) 17-26
    • (2005) Skin Res. Technol. , vol.11 , Issue.1 , pp. 17-26
    • Erkol, B.1    Moss, R.2    Stanley, R.3    Stoecker, W.4    Hvatum, E.5
  • 16
    • 33750236759 scopus 로고    scopus 로고
    • P. Ghosh, M. Mitchell, Segmentation of medical images using a genetic algorithm, in: M. Cattolico (Ed.), Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, ACM, July 8-12, 2006.
    • P. Ghosh, M. Mitchell, Segmentation of medical images using a genetic algorithm, in: M. Cattolico (Ed.), Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, ACM, July 8-12, 2006.
  • 17
    • 52049091909 scopus 로고    scopus 로고
    • N. Hansen, The CMA Evolution Strategy: A Tutorial, November 2005.
    • N. Hansen, The CMA Evolution Strategy: A Tutorial, November 2005.
  • 18
    • 27944495716 scopus 로고    scopus 로고
    • R. Jailani, H. Hashim, M.N. Taib, S. Sulaiman, Border segmentation on digitized psoriasis skin lesion images, in: 2004 IEEE Region 10 Confernece TENCON, November 2004.
    • R. Jailani, H. Hashim, M.N. Taib, S. Sulaiman, Border segmentation on digitized psoriasis skin lesion images, in: 2004 IEEE Region 10 Confernece TENCON, November 2004.
  • 19
    • 52049088596 scopus 로고    scopus 로고
    • E. Maglogiannis, C. Caroni, S. Pavlopoilos, V. Karioti, Utilizing artificial intelligence for the characterization of dermatological ages, in: NNESMED, 2001.
    • E. Maglogiannis, C. Caroni, S. Pavlopoilos, V. Karioti, Utilizing artificial intelligence for the characterization of dermatological ages, in: NNESMED, 2001.
  • 20
    • 52049101437 scopus 로고    scopus 로고
    • C. McIntosh, G. Hamarneh, Genetic algorithm driven statistically deformed models for medical image segmentation, in: M. Cattolico (Ed.), Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, ACM, July 8-12, 2006.
    • C. McIntosh, G. Hamarneh, Genetic algorithm driven statistically deformed models for medical image segmentation, in: M. Cattolico (Ed.), Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, ACM, July 8-12, 2006.
  • 21
    • 33745133066 scopus 로고    scopus 로고
    • R. Melli, C. Grana, R. Cucchiara, Comparison of color clustering algorithms for segmentation of dermatological images, in: J.M. Reinhardt, J.P.W. Pluim (Eds.), SPIE Medical Imaging: Image Processing, vol. 6144, 2006.
    • R. Melli, C. Grana, R. Cucchiara, Comparison of color clustering algorithms for segmentation of dermatological images, in: J.M. Reinhardt, J.P.W. Pluim (Eds.), SPIE Medical Imaging: Image Processing, vol. 6144, 2006.
  • 22
    • 52049101216 scopus 로고    scopus 로고
    • Nevoscope, http://www.nevoscope.com.
    • Nevoscope, http://www.nevoscope.com.
  • 23
  • 25
    • 52049121913 scopus 로고    scopus 로고
    • K. Taouil, N.B. Romdhane, Automatic segmentation and classification of skin lesion images, in: The 2nd International Conferences on Distributed Frameworks for Multimedica Applications, 2006.
    • K. Taouil, N.B. Romdhane, Automatic segmentation and classification of skin lesion images, in: The 2nd International Conferences on Distributed Frameworks for Multimedica Applications, 2006.
  • 26
    • 0038192320 scopus 로고    scopus 로고
    • A cellular coevolutionary algorithm for image segmentation
    • Veenman C., Reinders M., and Backer E. A cellular coevolutionary algorithm for image segmentation. IEEE Trans. Image Process. 12 3 (2003) 304-316
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.3 , pp. 304-316
    • Veenman, C.1    Reinders, M.2    Backer, E.3
  • 27
    • 52049092386 scopus 로고    scopus 로고
    • X. Yao, J.E. Rowe, J. He, Computational complexity analysis of evolutionary algorithms, http://gow.epsrc.ac.uk/ViewGrant.aspx?GrantRef=EPC520696/1.
    • X. Yao, J.E. Rowe, J. He, Computational complexity analysis of evolutionary algorithms, http://gow.epsrc.ac.uk/ViewGrant.aspx?GrantRef=EPC520696/1.
  • 28
    • 7544244131 scopus 로고    scopus 로고
    • Evolution strategies based image registration via feature matching
    • Yuan X., Zhang J., and Buckles B.P. Evolution strategies based image registration via feature matching. Inform. Fusion 5 4 (2004) 269-282
    • (2004) Inform. Fusion , vol.5 , Issue.4 , pp. 269-282
    • Yuan, X.1    Zhang, J.2    Buckles, B.P.3
  • 29
    • 17444374645 scopus 로고    scopus 로고
    • Multi-scale feature identification using evolution strategies
    • Yuan X., Zhang J., Yuan X., and Buckles B.P. Multi-scale feature identification using evolution strategies. Image Vision Comput. J. 23 6 (2005) 555-563
    • (2005) Image Vision Comput. J. , vol.23 , Issue.6 , pp. 555-563
    • Yuan, X.1    Zhang, J.2    Yuan, X.3    Buckles, B.P.4
  • 30
    • 11144351782 scopus 로고    scopus 로고
    • G. Zouridakis, M. Doshi, N. Mullani, Early diagnosis of skin cancer based on segmentation and measurement of vascularization and pigmentation in nevoscope images, in: Proceedings of the 26th Annual International Conference of the IEEE EMBS, IEEE, 2004.
    • G. Zouridakis, M. Doshi, N. Mullani, Early diagnosis of skin cancer based on segmentation and measurement of vascularization and pigmentation in nevoscope images, in: Proceedings of the 26th Annual International Conference of the IEEE EMBS, IEEE, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.