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Volumn , Issue , 2009, Pages 2058-2065

A hybrid generative/discriminative classification framework based on free-energy terms

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ,; CLASSIFICATION FRAMEWORK; CLASSIFICATION RESULTS; DISCRIMINATIVE CLASSIFIERS; FEATURE VECTORS; GENERATIVE MODEL; IMAGE FEATURES; INTRINSIC DATA; MULTI-LEVEL; SCENE RECOGNITION; SHAPE RECOGNITION; VARIATIONAL FREE ENERGY; WIDE SELECTION;

EID: 77953199188     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2009.5459453     Document Type: Conference Paper
Times cited : (25)

References (22)
  • 1
    • 12344268029 scopus 로고    scopus 로고
    • Similarity-based classification of sequences using hidden Markov models
    • DOI 10.1016/j.patcog.2004.04.005, PII S0031320304001621
    • M. Bicego, V. Murino, and M. A. Figueiredo. Similarity-based classification of sequences using hidden markov models. Pattern Recognition, 37(12):2281-2291, 2004. (Pubitemid 40134535)
    • (2004) Pattern Recognition , vol.37 , Issue.12 , pp. 2281-2291
    • Bicego, M.1    Murino, V.2    Figueiredo, M.A.T.3
  • 4
    • 25844482570 scopus 로고    scopus 로고
    • A comparison of algorithms for inference and learning in probabilistic graphical models
    • B. Frey and N. Jojic. A comparison of algorithms for inference and learning in probabilistic graphical models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(9):1392-1413, 2005.
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.9 , pp. 1392-1413
    • Frey, B.1    Jojic, N.2
  • 6
    • 33745933878 scopus 로고    scopus 로고
    • Combining generative models and fisher kernels for object recognition
    • A. D. Holub, M. Welling, and P. Perona. Combining generative models and fisher kernels for object recognition. ICCV, 1:136-143, 2005.
    • (2005) ICCV , vol.1 , pp. 136-143
    • Holub, A.D.1    Welling, M.2    Perona, P.3
  • 7
    • 0002853450 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classifiers
    • T. Jaakkola and D. Haussler. Exploiting generative models in discriminative classifiers. NIPS, 1998.
    • (1998) NIPS
    • Jaakkola, T.1    Haussler, D.2
  • 8
    • 5044229906 scopus 로고    scopus 로고
    • Capturing image structure with probabilistic index maps
    • N. Jojic and Y. Caspi. Capturing image structure with probabilistic index maps. In CVPR (1), pages 212-219, 2004.
    • (2004) CVPR , Issue.1 , pp. 212-219
    • Jojic, N.1    Caspi, Y.2
  • 9
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M. Jordan, Z. Ghahramani, T. Jaakkola, and L. Saul. An introduction to variational methods for graphical models. Machine Learning, 37(2):183-233, 1999.
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.4
  • 11
    • 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, pages 2169-2178, 2006.
    • (2006) CVPR , pp. 2169-2178
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 12
    • 33745155436 scopus 로고    scopus 로고
    • A bayesian hierarchical model for learning natural scene categories
    • F. Li and P. Perona. A bayesian hierarchical model for learning natural scene categories. In CVPR, pages 524-531, 2005.
    • (2005) CVPR , pp. 524-531
    • Li, F.1    Perona, P.2
  • 18
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • A. Oliva and A. Torralba. Modeling the shape of the scene: A holistic representation of the spatial envelope. Int. J. Comput. Vision, 42(3):145-175, 2001.
    • (2001) Int. J. Comput. Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 19
    • 0024610919 scopus 로고
    • A tutorial on Hidden Markov Models and selected applications in speech recognition
    • L. Rabiner. A tutorial on Hidden Markov Models and selected applications in speech recognition. Proc. of IEEE, 77(2):257-286, 1989.
    • (1989) Proc. of IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.1
  • 20
    • 84898996216 scopus 로고    scopus 로고
    • Speech recognition using SVMs
    • MIT Press
    • N. Smith and M. Gales. Speech recognition using SVMs. In NIPS, pages 1197-1204. MIT Press, 2002.
    • (2002) NIPS , pp. 1197-1204
    • Smith, N.1    Gales, M.2
  • 22


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.