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Volumn 40, Issue 6, 2010, Pages 1438-1446

Multiview spectral embedding

Author keywords

Dimensionality reduction; multiple views; spectral embedding

Indexed keywords

CLOSED FORM SOLUTIONS; COMPLEMENTARY PROPERTY; DIMENSIONALITY REDUCTION; DOCUMENT CLUSTERING; EMBEDDING ALGORITHMS; EMPIRICAL EVALUATIONS; ITERATIVE ALGORITHM; MULTI-VIEWS; MULTIMEDIA SEARCH; MULTIPLE FEATURES; MULTIPLE VIEWS; NATURAL SCENE IMAGES; SHAPE INFORMATION; SPECTRAL EMBEDDING; STATISTICAL PROPERTIES; VIDEO ANNOTATIONS; VISUAL FEATURE;

EID: 78649979280     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2009.2039566     Document Type: Article
Times cited : (490)

References (30)
  • 3
    • 52649115862 scopus 로고    scopus 로고
    • A general model for multiple view unsupervised learning
    • Atlanta, GA, Apr
    • B. Long, P. S. Yu, and Z. Zhang, "A general model for multiple view unsupervised learning", in Proc. 8th SIAM Int. Conf. Data Mining, Atlanta, GA, Apr. 2008, pp. 822-833.
    • (2008) Proc. 8th SIAM Int. Conf. Data Mining , pp. 822-833
    • Long, B.1    Yu, P.S.2    Zhang, Z.3
  • 4
    • 34547970997 scopus 로고    scopus 로고
    • Spectral clustering and transductive learning with multiple views
    • Corvallis, OR, Jun
    • D. Zhou and C. Burges, "Spectral clustering and transductive learning with multiple views", in Proc. 24th Int. Conf. Mach. Learn., Corvallis, OR, Jun. 2007, pp. 1159-1166.
    • (2007) Proc. 24th Int. Conf. Mach. Learn. , pp. 1159-1166
    • Zhou, D.1    Burges, C.2
  • 5
    • 33746424489 scopus 로고    scopus 로고
    • Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval
    • Jul
    • D. Tao, X. Tang, X. Li, and X. Wu, "Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval", IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 7, pp. 1088-1099, Jul. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell. , vol.28 , Issue.7 , pp. 1088-1099
    • Tao, D.1    Tang, X.2    Li, X.3    Wu, X.4
  • 6
    • 76849099506 scopus 로고    scopus 로고
    • Biased discriminant Euclidean embedding for content based image retrieval
    • Feb
    • W. Bian and D. Tao, "Biased discriminant Euclidean embedding for content based image retrieval", IEEE Trans. Image Process., vol. 19, no. 2, pp. 545-554, Feb. 2010.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.2 , pp. 545-554
    • Bian, W.1    Tao, D.2
  • 7
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • Dec
    • J. Tenenbaum, V. de Silva, and J. Langford, "A global geometric framework for nonlinear dimensionality reduction", Science, vol. 290, no. 5500, pp. 2319-2323, Dec. 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.1    De Silva, V.2    Langford, J.3
  • 8
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Dec
    • S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding", Science, vol. 290, no. 5500, pp. 2323-2326, Dec. 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 9
    • 84880203756 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • Vancouver, BC, Canada, Dec
    • M. Belkin and P. Niyogi, "Laplacian eigenmaps and spectral techniques for embedding and clustering", in Proc. Adv. Neural Inf. Process. Syst., Vancouver, BC, Canada, Dec. 2002, pp. 585-591.
    • (2002) Proc. Adv. Neural Inf. Process. Syst. , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 10
    • 0037948870 scopus 로고    scopus 로고
    • Hessian eigenmaps: New locally linear embedding techniques for high-dimensional data
    • D. L. Donoho and C. Grimes, "Hessian eigenmaps: New locally linear embedding techniques for high-dimensional data", Proc. Nat. Acad. Sci., vol. 100, no. 10, pp. 5591-5596, 2003.
    • (2003) Proc. Nat. Acad. Sci. , vol.100 , Issue.10 , pp. 5591-5596
    • Donoho, D.L.1    Grimes, C.2
  • 11
    • 14544307975 scopus 로고    scopus 로고
    • Principle manifolds and nonlinear dimension reduction via local tangent space alignment
    • Z. Zhang and H. Zha, "Principle manifolds and nonlinear dimension reduction via local tangent space alignment", SIAM J. Sci. Comput., vol. 26, no. 1, pp. 313-338, 2005.
    • (2005) SIAM J. Sci. Comput. , vol.26 , Issue.1 , pp. 313-338
    • Zhang, Z.1    Zha, H.2
  • 12
    • 34547300830 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • Tübingen, Germany, Tech. Rep. TR-149, Aug
    • U. V. Luxburg, "A tutorial on spectral clustering", Max Planck Inst. Biol. Cybern., Tübingen, Germany, Tech. Rep. TR-149, Aug. 2006.
    • (2006) Max Planck Inst. Biol. Cybern.
    • Luxburg, U.V.1
  • 13
    • 37849049900 scopus 로고    scopus 로고
    • Optimizing multigraph learning: Towards a unified video annotation scheme
    • Germany, Sep
    • M. Wang, X. S. Hua, X. Yuan, Y. Song, and L. R. Dai, "Optimizing multigraph learning: Towards a unified video annotation scheme", in Proc. ACM Multimedia, Augsburg, Germany, Sep. 2007, pp. 862-870.
    • (2007) Proc. ACM Multimedia, Augsburg , pp. 862-870
    • Wang, M.1    Hua, X.S.2    Yuan, X.3    Song, Y.4    Dai, L.R.5
  • 14
  • 15
    • 34948904828 scopus 로고    scopus 로고
    • Caltech-256 object category dataset
    • Pasadena, CA, Tech. Rep. TR-7694, Mar
    • G. Griffin, A. Holub, and P. Perona, "Caltech-256 object category dataset", California Inst. Technol., Pasadena, CA, Tech. Rep. TR-7694, Mar. 2007.
    • (2007) California Inst. Technol.
    • Griffin, G.1    Holub, A.2    Perona, P.3
  • 17
    • 20444447837 scopus 로고    scopus 로고
    • TRECVID, Online. Available
    • TRECVID, Trec Video Retrieval Evaluation 2008. [Online]. Available: http://www-nlpir.nist.gov/projects/trecvid/
    • (2008) Trec Video Retrieval Evaluation
  • 18
    • 0004151496 scopus 로고    scopus 로고
    • New York: Springer-Cerlag
    • R. Bhatia, Matrix Analysis. New York: Springer-Cerlag, 1997.
    • (1997) Matrix Analysis
    • Bhatia, R.1
  • 20
    • 77951179901 scopus 로고    scopus 로고
    • Multi-source feature selection via geometrydependent covariance analysis
    • Z. Zhao and H. Liu, "Multi-source feature selection via geometrydependent covariance analysis", in Proc. JMLR Workshop Conf., 2008, vol. 4, pp. 36-47.
    • (2008) Proc. JMLR Workshop Conf. , vol.4 , pp. 36-47
    • Zhao, Z.1    Liu, H.2
  • 21
  • 22
    • 78649943545 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: http://www.cs.toronto.edu/~roweis/data.html
  • 23
    • 78649943329 scopus 로고    scopus 로고
    • Online. Available
    • [Online]. Available: http://people.csail.mit.edu/jrennie/20Newsgroups/
  • 24
    • 0020102027 scopus 로고
    • Least square quantization in PCM
    • Mar
    • S. P. Lloyd, "Least square quantization in PCM", IEEE Trans. Inf. Theory, vol. IT-28, no. 2, pp. 129-137, Mar. 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.IT-28 , Issue.2 , pp. 129-137
    • Lloyd, S.P.1
  • 25
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • Dec
    • W. M. Rand, "Objective criteria for the evaluation of clustering methods", J. Amer. Stat. Assoc., vol. 66, no. 336, pp. 846-850, Dec. 1971.
    • (1971) J. Amer. Stat. Assoc. , vol.66 , Issue.336 , pp. 846-850
    • Rand, W.M.1
  • 27
    • 41649120173 scopus 로고    scopus 로고
    • Discriminant locally linear embedding with high-order tensor data
    • Apr
    • X. Li, S. Lin, S. Yan, and D. Xu, "Discriminant locally linear embedding with high-order tensor data", IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 2, pp. 342-352, Apr. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.2 , pp. 342-352
    • Li, X.1    Lin, S.2    Yan, S.3    Xu, D.4
  • 28
    • 43249093335 scopus 로고    scopus 로고
    • Image retrieval: Ideas, influences, and trends of the new age
    • Apr
    • R. Datta, D. Joshi, J. Li, and J. Z. Wang, "Image retrieval: Ideas, influences, and trends of the new age", ACM Comput. Surv., vol. 40, no. 2, pp. 1-60, Apr. 2008.
    • (2008) ACM Comput. Surv. , vol.40 , Issue.2 , pp. 1-60
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.Z.4
  • 29
    • 68549120964 scopus 로고    scopus 로고
    • Patch alignment for dimensionality reduction
    • Sep
    • T. Zhang, D. Tao, X. Li, and J. Yang, "Patch alignment for dimensionality reduction", IEEE Trans. Knowl. Data Eng., vol. 21, no. 9, pp. 1299-1313, Sep. 2009.
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.9 , pp. 1299-1313
    • Zhang, T.1    Tao, D.2    Li, X.3    Yang, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.