메뉴 건너뛰기




Volumn 93, Issue 8, 2013, Pages 2169-2177

Image classification with manifold learning for out-of-sample data

Author keywords

Image classification; Manifold learning; Out of sample

Indexed keywords

DIMENSION REDUCTION METHOD; LARGE-SCALE IMAGE DATASETS; LOW-DIMENSIONAL MANIFOLD EMBEDDING; LOW-DIMENSIONAL MANIFOLDS; MANIFOLD LEARNING; MANIFOLD LEARNING ALGORITHM; OUT-OF-SAMPLE; SUPERVISED CLASSIFIERS;

EID: 84876294272     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2012.05.036     Document Type: Article
Times cited : (31)

References (36)
  • 3
    • 43249093335 scopus 로고    scopus 로고
    • Image retrieval: Ideas, influences, and trends of the new age
    • R. Datta, D. Joshi, J. Li, and J. Wang Image retrieval: ideas, influences, and trends of the new age ACM Computing Surveys (CSUR) 40 2 2008 5
    • (2008) ACM Computing Surveys (CSUR) , vol.40 , Issue.2 , pp. 5
    • Datta, R.1    Joshi, D.2    Li, J.3    Wang, J.4
  • 5
    • 0036474679 scopus 로고    scopus 로고
    • Wavelet-based texture retrieval using generalized gaussian density and Kullback-Leibler distance
    • M. Do, and M. Vetterli Wavelet-based texture retrieval using generalized gaussian density and Kullback-Leibler distance IEEE Transactions on Image Processing 11 2 2002 146 158
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.2 , pp. 146-158
    • Do, M.1    Vetterli, M.2
  • 9
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • J. Tenenbaum, V. Silva, and J. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 5500 2000 2319
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319
    • Tenenbaum, J.1    Silva, V.2    Langford, J.3
  • 10
    • 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 290 5500 2000 2323
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323
    • Roweis, S.1    Saul, L.2
  • 11
  • 12
    • 84867920399 scopus 로고    scopus 로고
    • Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
    • Z. Zhang, and H. Zha Principal manifolds and nonlinear dimensionality reduction via tangent space alignment Journal of Shanghai University (English Edition) 8 4 2004 406 424
    • (2004) Journal of Shanghai University (English Edition) , vol.8 , Issue.4 , pp. 406-424
    • Zhang, Z.1    Zha, H.2
  • 18
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. Smola, and K. Müller Nonlinear component analysis as a kernel eigenvalue problem Neural Computation 10 5 1998 1299 1319
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Müller, K.3
  • 22
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of low dimensional manifolds
    • L. Saul, and S. Roweis Think globally, fit locally: unsupervised learning of low dimensional manifolds Journal of Machine Learning Research 4 2003 119 155
    • (2003) Journal of Machine Learning Research , vol.4 , pp. 119-155
    • Saul, L.1    Roweis, S.2
  • 25
    • 33744949513 scopus 로고    scopus 로고
    • Unsupervised learning of image manifolds by semidefinite programming
    • K. Weinberger, and L. Saul Unsupervised learning of image manifolds by semidefinite programming International Journal of Computer Vision 70 1 2006 77 90
    • (2006) International Journal of Computer Vision , vol.70 , Issue.1 , pp. 77-90
    • Weinberger, K.1    Saul, L.2
  • 26
    • 41549136620 scopus 로고    scopus 로고
    • Harmonizing hierarchical manifolds for multimedia document semantics understanding and cross-media retrieval
    • Y. Yang, Y. Zhuang, F. Wu, and Y. Pan Harmonizing hierarchical manifolds for multimedia document semantics understanding and cross-media retrieval IEEE Transactions on Multimedia 10 3 2008 437 446
    • (2008) IEEE Transactions on Multimedia , vol.10 , Issue.3 , pp. 437-446
    • Yang, Y.1    Zhuang, Y.2    Wu, F.3    Pan, Y.4
  • 27
    • 63049138297 scopus 로고    scopus 로고
    • Beyond distance measurement: Constructing neighborhood similarity for video annotation
    • M. Wang, X. Hua, J. Tang, and R. Hong Beyond distance measurement: constructing neighborhood similarity for video annotation IEEE Transactions on Multimedia 11 3 2009 465 476
    • (2009) IEEE Transactions on Multimedia , vol.11 , Issue.3 , pp. 465-476
    • Wang, M.1    Hua, X.2    Tang, J.3    Hong, R.4
  • 34
    • 84876287770 scopus 로고    scopus 로고
    • A. Yanagawa, S. Chang, L. Kennedy, W. Hsu, Columbia University Baseline Detectors for 374 LSCOM Semantic Visual Concepts, Columbia University ADVENT Technical Report
    • A. Yanagawa, S. Chang, L. Kennedy, W. Hsu, Columbia University Baseline Detectors for 374 LSCOM Semantic Visual Concepts, Columbia University ADVENT Technical Report.
  • 35
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • T. Fawcett An introduction to ROC analysis Pattern Recognition Letters 27 8 2006 861 874
    • (2006) Pattern Recognition Letters , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.