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Volumn 11, Issue 5, 2007, Pages 417-428

A path algorithm for the support vector domain description and its application to medical imaging

Author keywords

Classification; Corpus callosum; Ischemic segment detection; Myocardial perfusion; Novelty detection; Outlier detection; Path algorithm; Support vector domain description

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; EDGE DETECTION; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; SUPPORT VECTOR MACHINES;

EID: 34548389776     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2007.07.008     Document Type: Article
Times cited : (26)

References (31)
  • 1
    • 40649093622 scopus 로고    scopus 로고
    • Ban, T., Abe, S., 2006. Implementing multi-class classifiers by one-class classification methods. In: International Joint Conference on Neural Networks, 2006, IJCNN'06. pp. 327-332.
  • 4
    • 33745904981 scopus 로고    scopus 로고
    • SVDD-based method for fast training of multi-class support vector classifier
    • Choi J., Im K., and Kang W.-S. SVDD-based method for fast training of multi-class support vector classifier. Lecture Notes in Computer Science 3971 (2006) 991-996
    • (2006) Lecture Notes in Computer Science , vol.3971 , pp. 991-996
    • Choi, J.1    Im, K.2    Kang, W.-S.3
  • 5
    • 0035783841 scopus 로고    scopus 로고
    • Dong, X., Zhaohui, W., Wanfeng, Z., 2001. Support vector domain description for speaker recognition. In: Neural Networks for Signal Processing XI, 2001. Proceedings of the 2001 IEEE Signal Processing Society Workshop. pp. 481-488.
  • 12
    • 33749247281 scopus 로고    scopus 로고
    • Domain described support vector classifier for multi-classification problems
    • Lee D., and Lee J. Domain described support vector classifier for multi-classification problems. Pattern Recognition 40 1 (2007) 41-51
    • (2007) Pattern Recognition , vol.40 , Issue.1 , pp. 41-51
    • Lee, D.1    Lee, J.2
  • 14
    • 33744995034 scopus 로고    scopus 로고
    • Low resolution face recognition based on support vector data description
    • Lee S.-W., Park J., and Lee S.-W. Low resolution face recognition based on support vector data description. Pattern Recognition 39 9 (2006) 1809-1812
    • (2006) Pattern Recognition , vol.39 , Issue.9 , pp. 1809-1812
    • Lee, S.-W.1    Park, J.2    Lee, S.-W.3
  • 15
    • 20344378945 scopus 로고    scopus 로고
    • Automatic assessment of cardiac perfusion MRI
    • Medical image computing and computer assisted intervention, MICCAI. Barillot C., Haynor D., and Hellier P. (Eds), Springer
    • Ólafsdóttir H., Stegmann M., and Larsson H. Automatic assessment of cardiac perfusion MRI. In: Barillot C., Haynor D., and Hellier P. (Eds). Medical image computing and computer assisted intervention, MICCAI. Lecture Notes in Computer Science vol. 36 (2004), Springer 1060-1061
    • (2004) Lecture Notes in Computer Science , vol.36 , pp. 1060-1061
    • Ólafsdóttir, H.1    Stegmann, M.2    Larsson, H.3
  • 17
    • 34548421458 scopus 로고    scopus 로고
    • Park, M., Hastie, T., 2006. L1 regularization path algorithm for generalized linear models. Tech. rep., Stanford University.
  • 18
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • MIT Press, Cambridge, MA, USA
    • Platt J. Fast training of support vector machines using sequential minimal optimization. Advances in Kernel Methods: Support Vector Learning (1999), MIT Press, Cambridge, MA, USA 185-208
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 19
    • 34548452938 scopus 로고    scopus 로고
    • Piecewise linear regularized solution paths
    • Rosset S., and Zhu J. Piecewise linear regularized solution paths. Annals of Statistics 35 3 (2007) 1012-1030
    • (2007) Annals of Statistics , vol.35 , Issue.3 , pp. 1012-1030
    • Rosset, S.1    Zhu, J.2
  • 22
    • 20444449819 scopus 로고    scopus 로고
    • Unsupervised motion-compensation of multi-slice cardiac perfusion MRI
    • Stegmann M., Olafsdottir H., and Larsson H. Unsupervised motion-compensation of multi-slice cardiac perfusion MRI. Medical Image Analysis 9 4 (2005) 394-410
    • (2005) Medical Image Analysis , vol.9 , Issue.4 , pp. 394-410
    • Stegmann, M.1    Olafsdottir, H.2    Larsson, H.3
  • 23
    • 0033220728 scopus 로고    scopus 로고
    • Support vector domain description
    • Tax D., and Duin R. Support vector domain description. Pattern Recognition Letters 20 11-13 (1999) 1191-1199
    • (1999) Pattern Recognition Letters , vol.20 , Issue.11-13 , pp. 1191-1199
    • Tax, D.1    Duin, R.2
  • 24
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • Tax D., and Duin R. Support vector data description. Machine Learning 54 1 (2004) 45-66
    • (2004) Machine Learning , vol.54 , Issue.1 , pp. 45-66
    • Tax, D.1    Duin, R.2
  • 25
    • 84957654736 scopus 로고    scopus 로고
    • Pump failure detection using support vector data descriptions
    • Third International Symposium on Advances in Intelligent Data Analysis. Hand D., Kok J., and Berthold M. (Eds), IDA
    • Tax D., Ypma A., and Duin R. Pump failure detection using support vector data descriptions. In: Hand D., Kok J., and Berthold M. (Eds). Third International Symposium on Advances in Intelligent Data Analysis. Lecture Notes in Computer Science vol. 1642 (1999), IDA 415-425
    • (1999) Lecture Notes in Computer Science , vol.1642 , pp. 415-425
    • Tax, D.1    Ypma, A.2    Duin, R.3
  • 28
    • 0033293912 scopus 로고    scopus 로고
    • LOQO: an interior point code for quadratic programming
    • Vanderbei R.J. LOQO: an interior point code for quadratic programming. Optimization Methods and Software 11 (1999) 451-484
    • (1999) Optimization Methods and Software , vol.11 , pp. 451-484
    • Vanderbei, R.J.1
  • 30
    • 84899024917 scopus 로고    scopus 로고
    • Zhu, J., Rosset, S., Hastie, T., Tibshirani, R., 2004. L1-norm support vector machines. In: Thrun, S., Saul, L., Schölkopf, B. (Eds.), Advances in Neural Information Processing Systems, vol. 16. pp. 49-56.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.