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Volumn 5702 LNCS, Issue , 2009, Pages 824-831

Fitting product of hmm to human motions

Author keywords

Human action recognition; Partition function; PoHMM

Indexed keywords

BODY PARTS; GAUSSIAN OUTPUT; GRAPHICAL MODEL; HUMAN ACTION RECOGNITION; HUMAN MOTIONS; IMPORTANCE SAMPLING; LOGISTIC REGRESSION MODELS; PARTITION FUNCTION; POHMM; SEQUENCE SPACE;

EID: 70349331031     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-03767-2_100     Document Type: Conference Paper
Times cited : (3)

References (9)
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    • Mendoza, M.A, Pérez de la Blanca, N.: Applying space state models in human action recognition: A comparative study. In: Perales, F.J., Fisher, R.B. (eds.) AMDO 2008. LNCS, vol. 5098, pp. 53-62. Springer, Heidelberg (2008)
  • 3
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • Neal, R.M.: Annealed importance sampling. Statistics and Computing 11(2), 125- 139 (1998)
    • (1998) Statistics and Computing , vol.11 , Issue.2 , pp. 125-139
    • Neal, R.M.1
  • 4
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • Rabiner, L.: A tutorial on hidden markov models and selected applications in speech recognition. Proc. of the IEEE 77(2), 257-286 (1989)
    • (1989) Proc. of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.1
  • 5
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Hinton, G.E.: Training products of experts by minimizing contrastive divergence. Neural Computation 14(8), 1771-1800 (2002)
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 7
    • 10044233701 scopus 로고    scopus 로고
    • Recognizing human actions: A local svm approach
    • Schuldt, C., Laptev, I., Caputo, B.: Recognizing human actions: a local svm approach. Pattern Recognition 3(1), 32-36 (2004)
    • (2004) Pattern Recognition , vol.3 , Issue.1 , pp. 32-36
    • Schuldt, C.1    Laptev, I.2    Caputo, B.3
  • 9
    • 35248856569 scopus 로고    scopus 로고
    • Farnebäck, G.: Two-frame motion estimation based on polynomial expansion. In: Bigun, J., Gustavsson, T. (eds.) SCIA 2003. LNCS, 2749, pp. 363-370. Springer, Heidelberg (2003)
    • Farnebäck, G.: Two-frame motion estimation based on polynomial expansion. In: Bigun, J., Gustavsson, T. (eds.) SCIA 2003. LNCS, vol. 2749, pp. 363-370. Springer, Heidelberg (2003)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.