메뉴 건너뛰기




Volumn , Issue , 2008, Pages 741-744

Normalization and preimage problem in gaussian kernel PCA

Author keywords

Image denoising; Kernel PCA; Out of sample

Indexed keywords

FEATURE SPACE; GAUSSIAN KERNELS; GEOMETRIC INTERPRETATION; IMAGE DENOISING; IMAGE METHOD; IMAGE PROCESSING PROBLEMS; KERNEL PCA; NORMALIZATION PROCESS; OUT-OF-SAMPLE; PRE-IMAGE PROBLEM;

EID: 69949128259     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4711861     Document Type: Conference Paper
Times cited : (3)

References (10)
  • 5
    • 9244258603 scopus 로고    scopus 로고
    • The pre-image problem in kernel methods
    • James T. Kwok and Ivor W. Tsang, "The pre-image problem in kernel methods.," IEEE Transaction in Neural Network, vol. 15, no. 6, pp. 1517-1525, 2004.
    • (2004) IEEE Transaction in Neural Network , vol.15 , Issue.6 , pp. 1517-1525
    • Kwok, J.T.1    Tsang, I.W.2
  • 7
    • 33947233031 scopus 로고    scopus 로고
    • Yoshua Bengio, Jean-Francois Paiement, Pascal Vincent, Olivier Delalleau, Nicolas Le Roux, and Marie Ouimet, Outof-sample extensions for lle, isomap, mds, eigenmaps, and spectral clustering, in Advances in Neural Information Processing Systems 16, Sebastian Thrun, Lawrence K. Saul, and Bernhard Schölkopf, Eds. MIT Press, Cambridge, MA, 2004.
    • Yoshua Bengio, Jean-Francois Paiement, Pascal Vincent, Olivier Delalleau, Nicolas Le Roux, and Marie Ouimet, "Outof-sample extensions for lle, isomap, mds, eigenmaps, and spectral clustering," in Advances in Neural Information Processing Systems 16, Sebastian Thrun, Lawrence K. Saul, and Bernhard Schölkopf, Eds. MIT Press, Cambridge, MA, 2004.
  • 8
    • 33746476985 scopus 로고    scopus 로고
    • Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization
    • S. Lafon and A. B. Lee, "Diffusion maps and coarse-graining: a unified framework for dimensionality reduction, graph partitioning, and data set parameterization," Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 28, no. 9, pp. 1393-1403, 2006.
    • (2006) Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.28 , Issue.9 , pp. 1393-1403
    • Lafon, S.1    Lee, A.B.2
  • 10
    • 4344609668 scopus 로고    scopus 로고
    • A kernel view of the dimensionality reduction of manifolds,
    • Tech. Rep. 110, Max-Planck-Institut für Biologische Kybernetik, Tübingen, Germany
    • J. Ham, D. D. Lee, S. Mika, and B. Schölkopf, "A kernel view of the dimensionality reduction of manifolds," Tech. Rep. 110, Max-Planck-Institut für Biologische Kybernetik, Tübingen, Germany, 2003.
    • (2003)
    • Ham, J.1    Lee, D.D.2    Mika, S.3    Schölkopf, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.