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Volumn 124, Issue 1, 2004, Pages 157-163

Feature Extraction Using Supervised Independent Component Analysis by Maximizing Class Distance

Author keywords

feature extraction; independent component analysis; pattern recognition; supervised learning

Indexed keywords


EID: 28844501055     PISSN: 03854221     EISSN: 13488155     Source Type: Journal    
DOI: 10.1541/ieejeiss.124.157     Document Type: Article
Times cited : (8)

References (12)
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    • (in Japanese)
    • M. Kotani, S. Maekawa, S. Ozawa, and K. Akazawa: “Signal processing of speech using independent component analysis based on information maximization algorithm”, T. SICE, Vol. 36, No. 5, pp. 456-458 (2000) (in Japanese).
    • (2000) T. SICE , vol.36 , Issue.5 , pp. 456-458
    • Kotani, M.1    Maekawa, S.2    Ozawa, S.3    Akazawa, K.4
  • 5
    • 79956090320 scopus 로고    scopus 로고
    • Representations of speech by sparse coding algorithm
    • (in Japanese)
    • M. Kotani, Y. Shirata, S. Maekawa, S. Ozawa, and K. Akazawa: “Representations of speech by sparse coding algorithm”, IEEJ Trans. EIS, Vol. 120, No. 12, pp. 1996-2002 (2000-12) (in Japanese).
    • (2000) IEEJ Trans. EIS , vol.120 , Issue.12 , pp. 1996-2002
    • Kotani, M.1    Shirata, Y.2    Maekawa, S.3    Ozawa, S.4    Akazawa, K.5
  • 6
    • 33645576325 scopus 로고    scopus 로고
    • Feature extraction of digit patterns using independent component analysis
    • (in Japanese)
    • M. Kotani and S. Ozawa: “Feature extraction of digit patterns using independent component analysis”, IEEJ Trans. EIS, Vol. 122, No. 3, pp. 465-470 (2002-3) (in Japanese).
    • (2002) IEEJ Trans. EIS , vol.122 , Issue.3 , pp. 465-470
    • Kotani, M.1    Ozawa, S.2
  • 7
    • 84898956124 scopus 로고    scopus 로고
    • Viewpoint invariant face recognition using independent component analysis and attractor networks
    • M. S. Bartlett and T. J. Sejnowski: “Viewpoint invariant face recognition using independent component analysis and attractor networks”, Advances in Neural Information Processing Systems, Vol. 9, pp. 817-823 (1997).
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 817-823
    • Bartlett, M.S.1    Sejnowski, T.J.2
  • 8
    • 0003923580 scopus 로고    scopus 로고
    • A study of feature extraction and selection using independent component analysis
    • S. Ozawa and M. Kotani: “A study of feature extraction and selection using independent component analysis”, Proc. of 7th Int. Conf. on Neural Info. Processing, 1, pp. 369-374 (2000).
    • (2000) Proc. of 7th Int. Conf. on Neural Info. Processing , vol.1 , pp. 369-374
    • Ozawa, S.1    Kotani, M.2
  • 9
    • 0003782462 scopus 로고    scopus 로고
    • Supervised independent component analysis and its applications to face image analysis
    • (in Japanese)
    • S. Umeyama, S. Akaho, and Y. Sugase: “Supervised independent component analysis and its applications to face image analysis”, Tech. Report of IEICE, NC99-2, pp. 9-16 (1999) (in Japanese).
    • (1999) Tech. Report of IEICE , vol.NC99-2 , pp. 9-16
    • Umeyama, S.1    Akaho, S.2    Sugase, Y.3
  • 11
    • 0034856395 scopus 로고    scopus 로고
    • A study of feature extraction using supervised independent component analysis
    • S. Ozawa, Y. Sakaguchi, and M. Kotani: “A study of feature extraction using supervised independent component analysis”, Proc. of Int. Conf. on Neural Networks, pp. 2958-2963 (2001).
    • (2001) Proc. of Int. Conf. on Neural Networks , pp. 2958-2963
    • Ozawa, S.1    Sakaguchi, Y.2    Kotani, M.3
  • 12
    • 0031139249 scopus 로고    scopus 로고
    • A class of networks for independent component analysis
    • J. Karhunen and E. Oja: “A class of networks for independent component analysis”, IEEE Trans. on Neural Networks, 8, pp. 486-503 (1997).
    • (1997) IEEE Trans. on Neural Networks , vol.8 , pp. 486-503
    • Karhunen, J.1    Oja, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.