메뉴 건너뛰기




Volumn , Issue , 2008, Pages 1696-1699

Correlation embedding analysis

Author keywords

Correlation embedding analysis; Discriminant analysis; Graph embedding; Subspace learning

Indexed keywords

CORRELATION EMBEDDING ANALYSIS; DATA PAIRS; DISCRIMINANT POWER; FISHER CRITERION; GEOMETRIC INTERPRETATION; GRAPH EMBEDDING; GRAPH EMBEDDINGS; HIGH DIMENSIONAL DATA; IT PROJECT; NEIGHBORING POINT; NOVEL ALGORITHM; PEARSON CORRELATION; SUBSPACE LEARNING;

EID: 69949173248     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4712100     Document Type: Conference Paper
Times cited : (5)

References (23)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
    • M. Belkin and P. Niyogi, "Laplacian Eigenmaps for Dimensionality Reduction and Data Representation," Neural Computation, vol. 15, no. 6, pp. 1373-1396, 2003.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 34547493902 scopus 로고    scopus 로고
    • Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling
    • Y. Fu and T. S. Huang, "Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling," IEEE Conf. on ICASSP, pp. 1057-1060, 2007.
    • (2007) IEEE Conf. on ICASSP , pp. 1057-1060
    • Fu, Y.1    Huang, T.S.2
  • 5
  • 6
    • 11144299132 scopus 로고    scopus 로고
    • A Kernel View of the Dimensionality Reduction of Manifolds
    • J. Ham, D.D. Lee, S. Mika, and B. Schölkopf, "A Kernel View of the Dimensionality Reduction of Manifolds," Proc. of ICML, 2004.
    • (2004) Proc. of ICML
    • Ham, J.1    Lee, D.D.2    Mika, S.3    Schölkopf, B.4
  • 7
    • 0026384289 scopus 로고
    • Face Recognition Using Eigenfaces
    • M. Turk and A. P. Pentland, "Face Recognition Using Eigenfaces," IEEE Conf. on CVPR, pp. 586-591, 1991.
    • (1991) IEEE Conf. on CVPR , pp. 586-591
    • Turk, M.1    Pentland, A.P.2
  • 8
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisher-faces: Recognition Using Class Specific Linear Projection
    • P. Belhumeur, J. Hepanha, and D. Kriegman, "Eigenfaces vs. Fisher-faces: Recognition Using Class Specific Linear Projection," IEEE Trans. on PAMI, vol. 19, no. 7, pp. 711-720, 1997.
    • (1997) IEEE Trans. on PAMI , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.1    Hepanha, J.2    Kriegman, D.3
  • 9
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear Dimensionality Reduction by Locally Linear Embedding
    • S. Roweis and L. Saul, "Nonlinear Dimensionality Reduction by Locally Linear Embedding," Science, vol. 290, pp. 2323-2326, 2000.
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.1    Saul, L.2
  • 10
    • 0034704229 scopus 로고    scopus 로고
    • A Global Geometric Framework for Nonlinear Dimensionality Reduction
    • J. Tenenbaum, V. de Silva, and J. Langford, "A Global Geometric Framework for Nonlinear Dimensionality Reduction," Science, vol. 290, pp. 2319-2323, 2000.
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.1    de Silva, V.2    Langford, J.3
  • 11
    • 5044226695 scopus 로고    scopus 로고
    • Unsupervised Learning of Image Manifolds by Semideflnite Programming
    • K. Weinberger and L. Saul, "Unsupervised Learning of Image Manifolds by Semideflnite Programming," IEEE Conf. on CVPR, vol. 2, pp. 988-995, 2004.
    • (2004) IEEE Conf. on CVPR , vol.2 , pp. 988-995
    • Weinberger, K.1    Saul, L.2
  • 12
    • 24644478682 scopus 로고    scopus 로고
    • Graph Embedding: A General Framework for Dimensionality Reduction
    • S. Yan, D. Xu, B. Zhang, and H.-J. Zhang, "Graph Embedding: A General Framework for Dimensionality Reduction," IEEE Conf. on CVPR, pp. 830-837, 2005.
    • (2005) IEEE Conf. on CVPR , pp. 830-837
    • Yan, S.1    Xu, D.2    Zhang, B.3    Zhang, H.-J.4
  • 13
    • 0001538178 scopus 로고    scopus 로고
    • Local PCA Algorithms
    • A. Weingessel and K. Hornik, "Local PCA Algorithms," IEEE Trans. on NN, vol. 11, no. 6, pp. 1242-1250, 2000.
    • (2000) IEEE Trans. on NN , vol.11 , Issue.6 , pp. 1242-1250
    • Weingessel, A.1    Hornik, K.2
  • 14
    • 24644496298 scopus 로고    scopus 로고
    • Local Discriminant Embedding and Its Variants
    • H.-T. Chen, H.-W. Chang, and T.-L. Liu, "Local Discriminant Embedding and Its Variants," IEEE Conf. on CVPR, pp. 846-853, 2005.
    • (2005) IEEE Conf. on CVPR , pp. 846-853
    • Chen, H.-T.1    Chang, H.-W.2    Liu, T.-L.3
  • 15
    • 24944472983 scopus 로고    scopus 로고
    • Clustering on the Unit Hypersphere Using Von Mises-Fisher Distributions
    • A. Banerjee, I. Dhillon, J. Ghosh, and S. Sra, "Clustering on the Unit Hypersphere Using Von Mises-Fisher Distributions," J. of Mach. Learn. Res., vol. 6, pp. 1345-1382, 2005.
    • (2005) J. of Mach. Learn. Res , vol.6 , pp. 1345-1382
    • Banerjee, A.1    Dhillon, I.2    Ghosh, J.3    Sra, S.4
  • 16
    • 0347380229 scopus 로고    scopus 로고
    • The CMU Pose, Illuminlation, and Expression Database
    • T. Sim, S. Baker and M. Bsat. "The CMU Pose, Illuminlation, and Expression Database," IEEE Trans. on PAMI, vol. 25, no. 12, pp. 1615-1618, 2003.
    • (2003) IEEE Trans. on PAMI , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 17
    • 35048876164 scopus 로고    scopus 로고
    • Discriminant Analysis on Embedded Manifold
    • S. Yan, H.-J. Zhang, Y Hu, B. Zhang, and Q. Cheng, "Discriminant Analysis on Embedded Manifold," ECCV, pp. 121-132, 2004.
    • (2004) ECCV , pp. 121-132
    • Yan, S.1    Zhang, H.-J.2    Hu, Y.3    Zhang, B.4    Cheng, Q.5
  • 18
    • 84880899766 scopus 로고    scopus 로고
    • Locality Sensitive Discriminant Analysis
    • India, Jan
    • D. Cai, X. He, K. Zhou, J. Han, and H. Bao, "Locality Sensitive Discriminant Analysis," Proc. of IJCAI, India, Jan. 2007.
    • (2007) Proc. of IJCAI
    • Cai, D.1    He, X.2    Zhou, K.3    Han, J.4    Bao, H.5
  • 20
    • 84864030708 scopus 로고    scopus 로고
    • Metric Learning by Collapsing Classes
    • A. Globerson and S. Roweis, "Metric Learning by Collapsing Classes," Proc. of NIPS, pp. 451-458, 2005.
    • (2005) Proc. of NIPS , pp. 451-458
    • Globerson, A.1    Roweis, S.2
  • 22
    • 34247568488 scopus 로고    scopus 로고
    • Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations
    • T.-K. Kim, J. Kittler, and R. Cippola, "Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations," IEEE Trans. on PAMI, vol. 29, no. 6, pp. 1005-1018, 2007.
    • (2007) IEEE Trans. on PAMI , vol.29 , Issue.6 , pp. 1005-1018
    • Kim, T.-K.1    Kittler, J.2    Cippola, R.3
  • 23
    • 34547983263 scopus 로고    scopus 로고
    • Discriminant Analysis in Correlation Similarity Measure Space
    • Y. Ma, S. Lao, E. Takikawa, and M. Kawade, "Discriminant Analysis in Correlation Similarity Measure Space," Proc. of ICML, pp. 577-584, 2007.
    • (2007) Proc. of ICML , pp. 577-584
    • Ma, Y.1    Lao, S.2    Takikawa, E.3    Kawade, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.