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Volumn , Issue , 2008, Pages

Incremental learning of nonparametric Bayesian mixture models

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BAYESIAN NETWORKS; CHLORINE COMPOUNDS; CLUSTER ANALYSIS; COMPUTER VISION; EDUCATION; FEATURE EXTRACTION; FLOW OF SOLIDS; IMAGE PROCESSING; LEARNING ALGORITHMS; LEARNING SYSTEMS; PATTERN RECOGNITION;

EID: 51949103959     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587370     Document Type: Conference Paper
Times cited : (44)

References (21)
  • 1
    • 0000708831 scopus 로고
    • Mixtures of dirichlet processes with applications to bayesian nonparametric problems
    • Institute of Mathematical Statistics
    • C. Antoniak. Mixtures of dirichlet processes with applications to bayesian nonparametric problems. The Annals of Statistics- Institute of Mathematical Statistics, 1974.
    • (1974) The Annals of Statistics
    • Antoniak, C.1
  • 2
    • 84898964031 scopus 로고    scopus 로고
    • A variational baysian framework for graphical models
    • H. Attias. A variational baysian framework for graphical models. In NIPS, pages 209-215, 1999.
    • (1999) NIPS , pp. 209-215
    • Attias, H.1
  • 4
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for dirichlet process mixtures
    • D. M. Blei and M. I. Jordan. Variational inference for dirichlet process mixtures. Journal of Bayesian Analysis, 1(1):121-144, 2005.
    • (2005) Journal of Bayesian Analysis , vol.1 , Issue.1 , pp. 121-144
    • Blei, D.M.1    Jordan, M.I.2
  • 5
    • 0345414043 scopus 로고    scopus 로고
    • Selection of scale-invariant parts for object class recognition
    • G. Dorko and C. Schmid. Selection of scale-invariant parts for object class recognition. In International Conference on Computer Vision, pages 634-640, 2003.
    • (2003) International Conference on Computer Vision , pp. 634-640
    • Dorko, G.1    Schmid, C.2
  • 6
    • 3843139378 scopus 로고    scopus 로고
    • Particle filters for mixture models with an unknown number of components
    • P. Fearnhead. Particle filters for mixture models with an unknown number of components. Journal of Statistics and Computing, 14:11-21, 2004.
    • (2004) Journal of Statistics and Computing , vol.14 , pp. 11-21
    • Fearnhead, P.1
  • 7
    • 33745155436 scopus 로고    scopus 로고
    • A bayesian hierarchical model for learning natural scene categories
    • IEEE Computer Society
    • L. Fei-Fei and P. Perona. A bayesian hierarchical model for learning natural scene categories. In CVPR, pages 524-531. IEEE Computer Society, 2005.
    • (2005) CVPR , pp. 524-531
    • Fei-Fei, L.1    Perona, P.2
  • 8
    • 0001120413 scopus 로고
    • A bayesian analysis of some nonparametric problems
    • T. S. Ferguson. A bayesian analysis of some nonparametric problems. The Annals of Statistics, 1973.
    • (1973) The Annals of Statistics
    • Ferguson, T.S.1
  • 9
    • 34948904828 scopus 로고    scopus 로고
    • Caltech-256 object category dataset
    • Technical Report 7694, California Institute of Technology
    • G. Griffin, A. Holub, and P. Perona. Caltech-256 object category dataset. Technical Report 7694, California Institute of Technology, 2007.
    • (2007)
    • Griffin, G.1    Holub, A.2    Perona, P.3
  • 10
    • 33745934686 scopus 로고    scopus 로고
    • Creating efficient codebooks for visual recognition
    • IEEE Computer Society
    • F. Jurie and B. Triggs. Creating efficient codebooks for visual recognition. In ICCV, pages 604-610. IEEE Computer Society, 2005.
    • (2005) ICCV , pp. 604-610
    • Jurie, F.1    Triggs, B.2
  • 11
    • 84864052254 scopus 로고    scopus 로고
    • Accelerated variational dirichlet process mixtures
    • B. Schölkopf, J. Platt, and T. Hoffman, editors, MIT Press, Cambridge, MA
    • K. Kurihara, M. Welling, and N. Vlassis. Accelerated variational dirichlet process mixtures. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19. MIT Press, Cambridge, MA, 2007.
    • (2007) Advances in Neural Information Processing Systems 19
    • Kurihara, K.1    Welling, M.2    Vlassis, N.3
  • 12
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR (2006), pages 2169-2178, 2006.
    • (2006) CVPR , pp. 2169-2178
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 14
    • 0000147488 scopus 로고    scopus 로고
    • Online model selection based on the variational bayes
    • M. Sato. Online model selection based on the variational bayes. Neural Computation, 13(7):1649-1681, 2001.
    • (2001) Neural Computation , vol.13 , Issue.7 , pp. 1649-1681
    • Sato, M.1
  • 15
    • 0000720609 scopus 로고
    • A constructive definition of dirichlet priors
    • J. Sethuraman. A constructive definition of dirichlet priors. Statist. Sinica, 4:639-650, 1994.
    • (1994) Statist. Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 19
    • 33748997908 scopus 로고    scopus 로고
    • Accelerated em-based clustering of large data sets
    • J. J. Verbeek, J. Nunnink, and N. A. Vlassis. Accelerated em-based clustering of large data sets. Data Min. Knowl. Discov., 13(3):291-307, 2006.
    • (2006) Data Min. Knowl. Discov , vol.13 , Issue.3 , pp. 291-307
    • Verbeek, J.J.1    Nunnink, J.2    Vlassis, N.A.3
  • 20
    • 0345414114 scopus 로고    scopus 로고
    • Object recognition with informative features and linear classification
    • IEEE Computer Society
    • M. Vidal-Naquet and S. Ullman. Object recognition with informative features and linear classification. In ICCV, pages 281-288. IEEE Computer Society, 2003.
    • (2003) ICCV , pp. 281-288
    • Vidal-Naquet, M.1    Ullman, S.2
  • 21
    • 5044230570 scopus 로고    scopus 로고
    • Towards automatic discovery of object categories
    • M. Weber, M. Welling, and P. Perona. Towards automatic discovery of object categories. In CVPR, pages 2101-, 2000.
    • (2000) CVPR , pp. 2101
    • Weber, M.1    Welling, M.2    Perona, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.