메뉴 건너뛰기




Volumn 84, Issue 2, 2004, Pages 247-254

Blind separation of sources that have spatiotemporal variance dependencies

Author keywords

Blind source separation; Dependent component analysis; Higher order cumulants; Independent component analysis

Indexed keywords

CORRELATION THEORY; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; PARAMETER ESTIMATION; SIGNAL THEORY; SPATIAL VARIABLES MEASUREMENT; THEOREM PROVING; VARIATIONAL TECHNIQUES;

EID: 0346093740     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2003.10.010     Document Type: Conference Paper
Times cited : (31)

References (23)
  • 1
    • 34147154366 scopus 로고    scopus 로고
    • Tree-dependent component analysis
    • Uncertainty in Artificial Intelligence, UAI-2002
    • F.R. Bach, M.I. Jordan, Tree-dependent component analysis, in: Uncertainty in Artificial Intelligence, Proceedings of the Eighteenth Conference, UAI-2002, 2002.
    • (2002) Proceedings of the Eighteenth Conference
    • Bach, F.R.1    Jordan, M.I.2
  • 4
    • 0028416938 scopus 로고
    • Independent component analysis - A new concept?
    • Comon P. Independent component analysis - a new concept? Signal Processing. 36:1994;287-314.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 5
    • 0002308310 scopus 로고
    • Adaptive blind separation of independent sources: A deflation approach
    • Delfosse N., Loubaton P. Adaptive blind separation of independent sources. a deflation approach Signal Processing. 45:1995;59-83.
    • (1995) Signal Processing , vol.45 , pp. 59-83
    • Delfosse, N.1    Loubaton, P.2
  • 6
    • 0032216898 scopus 로고    scopus 로고
    • The geometry of algorithms with orthogonality constraints
    • Edelman A., Arias T.A., Smith S.T. The geometry of algorithms with orthogonality constraints. SIAM J. Matrix Anal. Appl. 20(2):1998;303-353.
    • (1998) SIAM J. Matrix Anal. Appl. , vol.20 , Issue.2 , pp. 303-353
    • Edelman, A.1    Arias, T.A.2    Smith, S.T.3
  • 8
    • 0346284217 scopus 로고    scopus 로고
    • Temporal and spatiotemporal coherence in simple-cell responses: A generative model of natural image sequences
    • Hurri J., Hyvärinen A. Temporal and spatiotemporal coherence in simple-cell responses: a generative model of natural image sequences. Network: Computation in Neural Systems. 14(3):2003;527-551.
    • (2003) Network: Computation in Neural Systems , vol.14 , Issue.3 , pp. 527-551
    • Hurri, J.1    Hyvärinen, A.2
  • 9
    • 0037365920 scopus 로고    scopus 로고
    • Simple-cell-like receptive fields maximize temporal coherence in natural video
    • Hurri J., Hyvärinen A. Simple-cell-like receptive fields maximize temporal coherence in natural video. Neural Computation. 15(3):2003;663-691.
    • (2003) Neural Computation , vol.15 , Issue.3 , pp. 663-691
    • Hurri, J.1    Hyvärinen, A.2
  • 10
    • 0035506142 scopus 로고    scopus 로고
    • Blind source separation by nonstationarity of variance: A cumulant-based approach
    • Hyvärinen A. Blind source separation by nonstationarity of variance. a cumulant-based approach IEEE Trans. Neural Networks. 12(6):2001;1471-1474.
    • (2001) IEEE Trans. Neural Networks , vol.12 , Issue.6 , pp. 1471-1474
    • Hyvärinen, A.1
  • 11
    • 0034222304 scopus 로고    scopus 로고
    • Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces
    • Hyvärinen A., Hoyer P.O. Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces. Neural Computation. 12(7):2000;1705-1720.
    • (2000) Neural Computation , vol.12 , Issue.7 , pp. 1705-1720
    • Hyvärinen, A.1    Hoyer, P.O.2
  • 12
    • 0035409349 scopus 로고    scopus 로고
    • Topographic independent component analysis
    • Hyvärinen A., Hoyer P.O., Inki M. Topographic independent component analysis. Neural Computation. 13(7):2001;1527-1558.
    • (2001) Neural Computation , vol.13 , Issue.7 , pp. 1527-1558
    • Hyvärinen, A.1    Hoyer, P.O.2    Inki, M.3
  • 13
    • 17544384568 scopus 로고    scopus 로고
    • Bubbles: A unifying framework for low-level statistical properties of natural image sequences
    • Hyvärinen A., Hurri J., Väyrynen J. Bubbles: a unifying framework for low-level statistical properties of natural image sequences. J. Opt. Soc. Amer. A. 20(7):2003;1237-1252.
    • (2003) J. Opt. Soc. Amer. A , vol.20 , Issue.7 , pp. 1237-1252
    • Hyvärinen, A.1    Hurri, J.2    Väyrynen, J.3
  • 15
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvärinen A., Oja E. A fast fixed-point algorithm for independent component analysis. Neural Computation. 9(7):1997;1483-1492.
    • (1997) Neural Computation , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2
  • 16
    • 0026191274 scopus 로고
    • Blind separation of sources, Part I: An adaptive algorithm based on neuromimetic architecture
    • Jutten C., Hérault J. Blind separation of sources, Part I. an adaptive algorithm based on neuromimetic architecture Signal Processing. 24:1991;1-10.
    • (1991) Signal Processing , vol.24 , pp. 1-10
    • Jutten, C.1    Hérault, J.2
  • 17
    • 0029064164 scopus 로고
    • A neural net for blind separation of nonstationary signals
    • Matsuoka K., Ohya M., Kawamoto M. A neural net for blind separation of nonstationary signals. Neural Networks. 8(3):1995;411-419.
    • (1995) Neural Networks , vol.8 , Issue.3 , pp. 411-419
    • Matsuoka, K.1    Ohya, M.2    Kawamoto, M.3
  • 18
    • 0000302959 scopus 로고
    • Separation of a mixture of independent signals using time delayed correlations
    • Molgedey L., Schuster H.G. Separation of a mixture of independent signals using time delayed correlations. Phys. Rev. Lett. 72:1994;3634-3636.
    • (1994) Phys. Rev. Lett. , vol.72 , pp. 3634-3636
    • Molgedey, L.1    Schuster, H.G.2
  • 22
    • 84898962644 scopus 로고    scopus 로고
    • Independent component analysis for identification of artifacts in magnetoencephalographic recordings
    • MIT Press, Cambridge, MA
    • R. Vigário, V. Jousmäki, M. Hämäläinen, R. Hari, E. Oja, Independent component analysis for identification of artifacts in magnetoencephalographic recordings, in: Advances in Neural Information Processing Systems, Vol. 10, MIT Press, Cambridge, MA, 1998, pp. 229-235.
    • (1998) Advances in Neural Information Processing Systems , vol.10 , pp. 229-235
    • Vigário, R.1    Jousmäki, V.2    Hämäläinen, M.3    Hari, R.4    Oja, E.5
  • 23
    • 0035391385 scopus 로고    scopus 로고
    • Random cascades on wavelet trees and their use in analyzing and modeling natural images
    • Wainwright M.J., Simoncelli E., Willsky A.S. Random cascades on wavelet trees and their use in analyzing and modeling natural images. Appl. Computational Harmonic Anal. 11:2001;89-123.
    • (2001) Appl. Computational Harmonic Anal. , vol.11 , pp. 89-123
    • Wainwright, M.J.1    Simoncelli, E.2    Willsky, A.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.