메뉴 건너뛰기




Volumn 27, Issue 10, 2005, Pages 1675-1679

Clustered blockwise PCA for representing visual data

Author keywords

Clustering; Eigenvalues and eigenvectors; Natural image statistics; Principal component analysis; Region growing partitioning; Singular value decomposition

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER VISION; EIGENVALUES AND EIGENFUNCTIONS; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS;

EID: 27644550273     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2005.193     Document Type: Article
Times cited : (26)

References (27)
  • 1
    • 84949992196 scopus 로고    scopus 로고
    • "EigenSegments: A Spatio-Temporal Decomposition of an Ensemble of Images"
    • S. Avidan, "EigenSegments: A Spatio-Temporal Decomposition of an Ensemble of Images," Proc. European Conf. Computer Vision, vol. 3, pp. 747-758, 2002.
    • (2002) Proc. European Conf. Computer Vision , vol.3 , pp. 747-758
    • Avidan, S.1
  • 3
    • 34250270918 scopus 로고
    • "Updating the Singular Value Decomposition"
    • J.R. Bunch and C.P. Nielsen, "Updating the Singular Value Decomposition," Numerische Mathematik, vol. 31, pp. 111-129, 1978.
    • (1978) Numerische Mathematik , vol.31 , pp. 111-129
    • Bunch, J.R.1    Nielsen, C.P.2
  • 9
    • 21844525426 scopus 로고
    • "A Stable and Efficient Algorithm for the Rank-One Modification of the Symmetric Eigenproblem"
    • M. Gu and S.C. Eisenstat, "A Stable and Efficient Algorithm for the Rank-One Modification of the Symmetric Eigenproblem," SIAM J. Matrix Analysis and Application, vol. 15, no. 4, pp. 1266-1276, 1994.
    • (1994) SIAM J. Matrix Analysis and Application , vol.15 , Issue.4 , pp. 1266-1276
    • Gu, M.1    Eisenstat, S.C.2
  • 11
    • 0028014997 scopus 로고
    • "A Low-Dimensional Representation of Human Faces for Arbitrary Lighting Conditions"
    • P. Hallinan, "A Low-Dimensional Representation of Human Faces for Arbitrary Lighting Conditions," Proc. Computer Vision and Pattern Recognition, pp. 995-999, 1994.
    • (1994) Proc. Computer Vision and Pattern Recognition , pp. 995-999
    • Hallinan, P.1
  • 12
    • 58149421595 scopus 로고
    • "Analysis of a Complex Of Statistical Variables into Principal Components"
    • H. Hotelling, "Analysis of a Complex Of Statistical Variables into Principal Components," J. Educational Psychology, vol. 24, pp. 417-441, 1933.
    • (1933) J. Educational Psychology , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 16
    • 84949934995 scopus 로고    scopus 로고
    • "Principal Component Analysis Over Continuous Subspaces and Intersection of Half-Spaces"
    • A. Levin and A. Shashua, "Principal Component Analysis Over Continuous Subspaces and Intersection of Half-Spaces," Proc. European Conf. Computer Vision, vol. 3, pp. 635-650, 2002.
    • (2002) Proc. European Conf. Computer Vision , vol.3 , pp. 635-650
    • Levin, A.1    Shashua, A.2
  • 17
    • 0036753248 scopus 로고    scopus 로고
    • "Relighting with the Reflected Irradiance Field: Representation, Sampling and Reconstruction"
    • Z. Lin, T.-T. Wong, and H.-Y. Shum, "Relighting with the Reflected Irradiance Field: Representation, Sampling and Reconstruction," Int'l J. Computer Vision, vol. 49, nos. 2-3, pp. 229-246, 2002.
    • (2002) Int'l J. Computer Vision , vol.49 , Issue.2-3 , pp. 229-246
    • Lin, Z.1    Wong, T.-T.2    Shum, H.-Y.3
  • 21
    • 0029309593 scopus 로고
    • "Spatial Temporal Adaptive Method for Partial Eigenstructure Decomposition of Large Image Matrices"
    • H. Murase and M. Lindenbaum, "Spatial Temporal Adaptive Method for Partial Eigenstructure Decomposition of Large Image Matrices," IEEE Trans. Image Processing, vol. 4, no. 5, pp. 620-629, 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , Issue.5 , pp. 620-629
    • Murase, H.1    Lindenbaum, M.2
  • 23
    • 0030645338 scopus 로고    scopus 로고
    • "On Photometric Issues in 3D Visual Recognition from a Single 2D Image"
    • A. Shashua, "On Photometric Issues in 3D Visual Recognition from a Single 2D Image," Int'l J. Computer Vision, vol. 21, no. 1, pp. 99-122, 1997.
    • (1997) Int'l J. Computer Vision , vol.21 , Issue.1 , pp. 99-122
    • Shashua, A.1
  • 24
    • 0034934777 scopus 로고    scopus 로고
    • "Natural Image Statistics and Neural Representation"
    • E.P. Simoncelli and B.A. Olshausen, "Natural Image Statistics and Neural Representation," Ann. Rev. Neuroscience, vol. 24 pp. 1193-1216, 2001.
    • (2001) Ann. Rev. Neuroscience , vol.24 , pp. 1193-1216
    • Simoncelli, E.P.1    Olshausen, B.A.2
  • 25
    • 0000246863 scopus 로고
    • "Turbulence and the Dynamics of Coherent Structures"
    • L. Sirovich, "Turbulence and the Dynamics of Coherent Structures," Quarterly Applied Math., vol. 45, pp. 561-571, 1987.
    • (1987) Quarterly Applied Math. , vol.45 , pp. 561-571
    • Sirovich, L.1
  • 27
    • 0032663340 scopus 로고    scopus 로고
    • "Mosaic Image Method: A Local and Global Method"
    • L. Zhao and Y.-H. Yang, "Mosaic Image Method: A Local and Global Method," Pattern Recognition, vol. 32, no. 8, pp. 1421-1434, 1997.
    • (1997) Pattern Recognition , vol.32 , Issue.8 , pp. 1421-1434
    • Zhao, L.1    Yang, Y.-H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.