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Volumn II, Issue , 2005, Pages 1161-1168

Learning and inference in parametric switching linear dynamic systems

Author keywords

[No Author keywords available]

Indexed keywords

EXPECTATION-MAXIMIZATION (EM) METHODS; LINEAR DYNAMIC SYSTEMS (SLDS); PARAMETRIC SWITCHING LINEAR DYNAMIC SYSTEMS (P-SLDS); PARAMETRIZED MOTION;

EID: 33745884405     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2005.135     Document Type: Conference Paper
Times cited : (38)

References (23)
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    • Bregler, C.1
  • 5
    • 0001646121 scopus 로고    scopus 로고
    • Variational learning for switching state-space models
    • Z. Ghahramam and G. E. Hinton. Variational learning for switching state-space models. Neural Computation, 12(4):963-996, 1998.
    • (1998) Neural Computation , vol.12 , Issue.4 , pp. 963-996
    • Ghahramam, Z.1    Hinton, G.E.2
  • 8
    • 0002634803 scopus 로고
    • Dynamic linear models with Markov-switching
    • C.-J. Kim. Dynamic linear models with Markov-switching. Journal of Econometrics, 60, 1994.
    • (1994) Journal of Econometrics , vol.60
    • Kim, C.-J.1
  • 10
    • 85133380236 scopus 로고    scopus 로고
    • Bayesian fault detection and diagnosis in dynamic systems
    • Austin, TX
    • U. Lerner, R. Parr, D. Koller, and G. Biswas. Bayesian fault detection and diagnosis in dynamic systems. In Proc. AAAI, Austin, TX, 2000.
    • (2000) Proc. AAAI
    • Lerner, U.1    Parr, R.2    Koller, D.3    Biswas, G.4
  • 14
    • 0033285252 scopus 로고    scopus 로고
    • A dynamic Bayesian network approach to figure tracking using learned dynamic models
    • V. Pavlovic̀, J. M. Rehg, T.-J. Cham, and K. Murphy. A dynamic Bayesian network approach to figure tracking using learned dynamic models. In Intl. Conf. on Computer Vision (ICCV), volume 1, pages 94-101, 1999.
    • (1999) Intl. Conf. on Computer Vision (ICCV) , vol.1 , pp. 94-101
    • Pavlovic̀, V.1    Rehg, J.M.2    Cham, T.-J.3    Murphy, K.4
  • 17
  • 22
    • 77953859307 scopus 로고    scopus 로고
    • Motion texture: A two-level statistical model for character motion synthesis
    • Y.Li, T.Wang, and H.-Y. Shum. Motion texture: A two-level statistical model for character motion synthesis. In SIGGRAPH, 2002.
    • (2002) SIGGRAPH
    • Li, Y.1    Wang, T.2    Shum, H.-Y.3
  • 23
    • 0142103260 scopus 로고    scopus 로고
    • Hierarchical visualization of time-series data using switching linear dynamical systems
    • October
    • O. Zoeter and T. Heskes. Hierarchical visualization of time-series data using switching linear dynamical systems. IEEE Trans. Pattem Anal. Machine Intell., 25(10): 1202-1215, October 2003.
    • (2003) IEEE Trans. Pattem Anal. Machine Intell. , vol.25 , Issue.10 , pp. 1202-1215
    • Zoeter, O.1    Heskes, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.