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Volumn 11, Issue 7, 2009, Pages 1289-1300

Discriminant subspace analysis: An adaptive approach for image classification

Author keywords

AdaBoost; Adaptive discriminant analysis; Feature re weighting; Image classification; Multiple classifiers; Relevance feedback

Indexed keywords

ADABOOST; ADAPTIVE DISCRIMINANT ANALYSIS; FEATURE RE-WEIGHTING; MULTIPLE CLASSIFIERS; RELEVANCE FEEDBACK;

EID: 70350289696     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2009.2030632     Document Type: Article
Times cited : (15)

References (38)
  • 2
    • 0035680168 scopus 로고    scopus 로고
    • Small Sample Learning during Multimedia Retrieval Using BiasMap
    • X. Zhou and T. S. Huang, "Small sample learning during multimedia retrieval using biasMap," in Proc. IEEE CVPR, 2001.
    • (2001) Proc. IEEE CVPR
    • Zhou, X.1    Huang, T.S.2
  • 3
    • 34147150104 scopus 로고    scopus 로고
    • Adaptive discriminant projection for content-based image retrieval
    • Hong Kong, Aug.
    • J. Yu and Q. Tian, "Adaptive discriminant projection for content-based image retrieval," in Proc. Int. Conf. Pattern Recognition, Hong Kong, Aug. 2006.
    • (2006) Proc. Int. Conf. Pattern Recognition
    • Yu, J.1    Tian, Q.2
  • 4
    • 0001963082 scopus 로고    scopus 로고
    • A short introduction to boosting
    • Y. Freund and R. Schapire, "A short introduction to boosting," J. Jpn. Soc. Artif. Intell., vol.14, no.5, pp. 771-780, 1999.
    • (1999) J. Jpn. Soc. Artif. Intell. , vol.14 , Issue.5 , pp. 771-780
    • Freund, Y.1    Schapire, R.2
  • 5
    • 0036452085 scopus 로고    scopus 로고
    • A feature re-weighting approach for relevance feedback in image retrieval
    • Y. Wu and A. Zhang, "A feature re-weighting approach for relevance feedback in image retrieval," in Proc. IEEE Int. Conf. Image Processing, 2002.
    • (2002) Proc. IEEE Int. Conf. Image Processing
    • Wu, Y.1    Zhang, A.2
  • 6
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • Schapire et al., "Boosting the margin: A new explanation for the effectiveness of voting methods," Ann. Statist., vol.26, no.5, pp. 1651-1686, 1998.
    • (1998) Ann. Statist. , vol.26 , Issue.5 , pp. 1651-1686
    • Schapire1
  • 7
    • 0003929807 scopus 로고    scopus 로고
    • Prediction games and arcing algorithms
    • Univ. California,Tech. Rep
    • L. Breiman, Prediction Games and Arcing Algorithms, Statist. Dept., Univ. California, Tech. Rep. 504, 1997.
    • (1997) Statist. Dept. , vol.504
    • Breiman, L.1
  • 8
    • 47849088969 scopus 로고    scopus 로고
    • The dynamics of AdaBoost: Cyclic behavior and convergence of margins
    • C. Rudin et al., "The dynamics of AdaBoost: Cyclic behavior and convergence of margins," J. Mach. Learn. Res., vol.5, pp. 1557-1595, 2004.
    • (2004) J. Mach. Learn. Res. , vol.5 , pp. 1557-1595
    • Rudin, C.1
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman et al., "Additive logistic regression: A statistical view of boosting," Ann. Statist., vol.28, no.2, pp. 337-374, 2000.
    • (2000) Ann. Statist. , vol.28 , Issue.2 , pp. 337-374
    • Friedman, J.1
  • 13
    • 0037708475 scopus 로고    scopus 로고
    • Relevance feedback in image retrieval: A comprehensive review
    • Special Issue on CBIR
    • X. Zhou and T. S. Huang, "Relevance feedback in image retrieval: A comprehensive review," ACM Multimedia Syst. J, Special Issue on CBIR, vol.8, no.6, pp. 536-544, 2003.
    • (2003) ACM Multimedia Syst. J , vol.8 , Issue.6 , pp. 536-544
    • Zhou, X.1    Huang, T.S.2
  • 15
    • 14644419512 scopus 로고    scopus 로고
    • Self-supervised learning based on discriminative nonlinear features for image classification
    • Special Issue on Image Understanding for Digital Photographs
    • Q. Tian, Y. Wu, J. Yu, and T. S. Huang, "Self-supervised learning based on discriminative nonlinear features for image classification," Pattern Recognit., Special Issue on Image Understanding for Digital Photographs, vol.38, no.6, pp. 903-917, 2005.
    • (2005) Pattern Recognit. , vol.38 , Issue.6 , pp. 903-917
    • Tian, Q.1    Wu, Y.2    Yu, J.3    Huang, T.S.4
  • 17
  • 19
    • 84887916087 scopus 로고
    • Regularized discriminant analysis
    • J. Friedman, "Regularized discriminant analysis," J. Amer. Statist. Assoc., vol.84, no.405, pp. 165-175, 1989.
    • (1989) J. Amer. Statist. Assoc. , vol.84 , Issue.405 , pp. 165-175
    • Friedman, J.1
  • 20
    • 4344609320 scopus 로고    scopus 로고
    • [Online]. Available
    • UCI Machine Learning Repository. [Online]. Available: http://www. ics.uci.edu/~mlearn/MLRepository.html.
    • UCI Machine Learning Repository
  • 22
    • 84998774592 scopus 로고
    • Transform features for texture classifi- cation and discrimination in large image database
    • Austin, TX
    • J. R. Smith and S. F. Chang, "Transform features for texture classifi- cation and discrimination in large image database," in Proc. IEEE Int. Conf. Image Processing, Austin, TX, 1994.
    • (1994) Proc. IEEE Int. Conf. Image Processing
    • Smith, J.R.1    Chang, S.F.2
  • 23
    • 0007729557 scopus 로고    scopus 로고
    • Water-filling algorithm: A novel way for image feature extraction based on edge maps
    • Kobe, Japan
    • X. Zhou, Y. Rui, and T. S. Huang, "Water-filling algorithm: A novel way for image feature extraction based on edge maps," in Proc. IEEE Int. Conf. Image Processing, Kobe, Japan, 1999.
    • (1999) Proc. IEEE Int. Conf. Image Processing
    • Zhou, X.1    Rui, Y.2    Huang, T.S.3
  • 24
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol.19, no.7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.1    Hespanha, J.2    Kriegman, D.3
  • 26
    • 0347380229 scopus 로고    scopus 로고
    • The CMU pose, illumination, and expression database
    • T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination, and expression database," IEEE Trans. Pattern Anal. Mach. Intell., vol.25, no.12, pp. 1615-1618, 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 27
    • 70350299069 scopus 로고    scopus 로고
    • FADA: An efficient dimension reduction scheme for image classification
    • Hong Kong, Dec.
    • Y. Lu, J. Ma, and Q. Tian, "FADA: An efficient dimension reduction scheme for image classification," in Proc. Pacific-Rim Conf. Multimedia, Hong Kong, Dec. 11-14, 2007.
    • (2007) Proc. Pacific-Rim Conf. Multimedia , pp. 11-14
    • Lu, Y.1    Ma, J.2    Tian, Q.3
  • 28
    • 14644408830 scopus 로고    scopus 로고
    • 2D-LDA: A novel statistical linear discriminant analysis for image matrix
    • M. Li and B. Yuan, "2D-LDA: A novel statistical linear discriminant analysis for image matrix," Pattern Recognit. Lett., vol.26, no.5, pp. 527-532, 2005.
    • (2005) Pattern Recognit. Lett. , vol.26 , Issue.5 , pp. 527-532
    • Li, M.1    Yuan, B.2
  • 29
    • 33947668377 scopus 로고    scopus 로고
    • Two-dimensional linear discriminant analysis of principle component vectors for face recognition
    • P. Sanguansat and W. Asdornwised et al., "Two-dimensional linear discriminant analysis of principle component vectors for face recognition," in Proc. ICASSP, 2006, pp. 345-348.
    • (2006) Proc. ICASSP , pp. 345-348
    • Sanguansat, P.1    Asdornwised, W.2
  • 30
    • 17444363017 scopus 로고    scopus 로고
    • Two-dimensional linear discriminant transform for face recognition
    • J. Yang, D. Zhang, X. Yong, and J. Yang, "Two-dimensional linear discriminant transform for face recognition," Pattern Recognit., vol.38, no.7, pp. 1125-1129, 2005.
    • (2005) Pattern Recognit. , vol.38 , Issue.7 , pp. 1125-1129
    • Yang, J.1    Zhang, D.2    Yong, X.3    Yang, J.4
  • 32
    • 34047221157 scopus 로고    scopus 로고
    • Non-iterative two-dimensional linear discriminant analysis
    • Hong Kong
    • K. Inoue and K. Urahama, "Non-iterative two-dimensional linear discriminant analysis," in Proc. ICPR, Hong Kong, 2006.
    • (2006) Proc. ICPR
    • Inoue, K.1    Urahama, K.2
  • 34
    • 70350256092 scopus 로고    scopus 로고
    • [Online]. Available
    • Y. LeCun et al. [Online]. Available: http://yann.lecun.com/exdb/ mnist/.
    • Lecun, Y.1
  • 35
    • 0034792634 scopus 로고    scopus 로고
    • Support vector machine active learning for image retrieval
    • S. Tong and E. Chang, "Support vector machine active learning for image retrieval," in Proc. ACM Int. Conf. Multimedia, 2001, pp. 107-118.
    • (2001) Proc. ACM Int. Conf. Multimedia , pp. 107-118
    • Tong, S.1    Chang, E.2
  • 36
    • 56549092400 scopus 로고    scopus 로고
    • Correlation metric for generalized feature extraction
    • Y. Fu, S. Yan, and T. S. Huang, "Correlation metric for generalized feature extraction," IEEE Trans. Pattern Anal. Mach. Intell., vol.30, no.12, pp. 2229-2235, 2008.
    • (2008) IEEE Trans. Pattern Anal. Mach. Intell. , vol.30 , Issue.12 , pp. 2229-2235
    • Fu, Y.1    Yan, S.2    Huang, T.S.3
  • 37
    • 39549087054 scopus 로고    scopus 로고
    • Image classification using correlation tensor analysis
    • Feb.
    • Y. Fu and T. S. Huang, "Image classification using correlation tensor analysis," IEEE Trans. Image Process., vol.17, no.2, pp. 226-234, Feb. 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.2 , pp. 226-234
    • Fu, Y.1    Huang, T.S.2
  • 38
    • 33947194180 scopus 로고    scopus 로고
    • Graph embedding and extension: A general framework for dimensionality reduction
    • S. Yan, D. Xu, B. Zhang, H. Zhang, Q. Yang, and S. Lin, "Graph embedding and extension: A general framework for dimensionality reduction," IEEE Trans. Pattern Anal. Mach. Intell., vol.29, no.1, pp. 40-51, 2007.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.1 , pp. 40-51
    • Yan, S.1    Xu, D.2    Zhang, B.3    Zhang, H.4    Yang, Q.5    Lin, S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.