메뉴 건너뛰기




Volumn 98, Issue 1, 2012, Pages 83-102

Explaining activities as consistent groups of events: A Bayesian framework using attribute multiset grammars

Author keywords

Activity analysis; Event recognition; Global explanations

Indexed keywords

ACTIVITY ANALYSIS; ALGEBRAIC CONSTRAINTS; BAYESIAN FRAMEWORKS; EVENT RECOGNITION; FINITE SET; GLOBAL EXPLANATIONS; MAXIMUM A POSTERIORI; MULTISET; PARSE TREES; POSTERIOR PROBABILITY; REVERSIBLE JUMP MCMC;

EID: 84859269271     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-011-0497-0     Document Type: Article
Times cited : (8)

References (54)
  • 1
    • 0000431299 scopus 로고    scopus 로고
    • Stochastic Attribute-Value Grammars
    • S. P. Abney 1997 Stochastic attribute-value grammars Computational Linguistics 23 4 597 618 1713410 (Pubitemid 127458666)
    • (1997) Computational Linguistics , vol.23 , Issue.4 , pp. 597-618
    • Abney, S.P.1
  • 3
    • 0037262814 scopus 로고    scopus 로고
    • An introduction to MCMC for machine learning
    • 1033.68081 10.1023/A:1020281327116
    • C. Andrieu N. de Freitas A. Doucet M. Jordan 2003 An introduction to MCMC for machine learning Machine Learning 50 5 43 1033.68081 10.1023/A: 1020281327116
    • (2003) Machine Learning , vol.50 , pp. 5-43
    • Andrieu, C.1    De Freitas, N.2    Doucet, A.3    Jordan, M.4
  • 9
    • 19944393257 scopus 로고    scopus 로고
    • A bibliographical study of grammatical inference
    • DOI 10.1016/j.patcog.2005.01.003, PII S0031320305000221, Grammatical Inference
    • C. de la Higuera 2005 A bibliographical study of grammatical inference Pattern Recognition 38 1332 1348 10.1016/j.patcog.2005.01.003 (Pubitemid 40751873)
    • (2005) Pattern Recognition , vol.38 , Issue.9 , pp. 1332-1348
    • De La Higuera, C.1
  • 13
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman D. Geman 1984 Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images IEEE Transactions on Pattern Analysis and Machine Intelligence 6 6 721 741 0573.62030 10.1109/TPAMI.1984.4767596 (Pubitemid 15453722)
    • (1984) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 16
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • 1380810 0837.60044 10.1093/biomet/82.4.711
    • P. Green 1995 Reversible jump Markov chain Monte Carlo computation and Bayesian model determination Biometrika 82 4 711 732 1380810 0837.60044 10.1093/biomet/82.4.711
    • (1995) Biometrika , vol.82 , Issue.4 , pp. 711-732
    • Green, P.1
  • 17
    • 0346641850 scopus 로고    scopus 로고
    • Trans-dimensional Markov chain Monte Carlo
    • P. Green N. Lid Hjort S. Richardson (eds). Oxford University Press Oxford
    • Green, P. (2003). Trans-dimensional Markov chain Monte Carlo. In P. Green, N. Lid Hjort, & S. Richardson (Eds.), Highly structured stochastic systems. Oxford: Oxford University Press.
    • (2003) Highly Structured Stochastic Systems
    • Green, P.1
  • 20
    • 33745829268 scopus 로고    scopus 로고
    • Bottom-up/top-down image parsing by attribute graph grammar
    • DOI 10.1109/ICCV.2005.50, 1544932, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • Han, F., & Zhu, S. (2005). Bottom-up/top-down image parsing by attribute graph grammar. In International conference on computer vision (ICCV) (Vol. 2, pp. 1778-1785). (Pubitemid 44042392)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.II , pp. 1778-1785
    • Han, F.1    Zhu, S.-C.2
  • 21
    • 4944221737 scopus 로고    scopus 로고
    • Video-based event recognition: Activity representation and probabilistic recognition methods
    • 10.1016/j.cviu.2004.02.005
    • S. Hongeng R. Nevatia F. Bremond 2004 Video-based event recognition: activity representation and probabilistic recognition methods Computer Vision and Image Understanding 96 2 129 162 10.1016/j.cviu.2004.02.005
    • (2004) Computer Vision and Image Understanding , vol.96 , Issue.2 , pp. 129-162
    • Hongeng, S.1    Nevatia, R.2    Bremond, F.3
  • 22
    • 0032131393 scopus 로고    scopus 로고
    • Object identification: A Bayesian analysis with application to traffic surveillance
    • PII S0004370298000678
    • T. Huang S. Russell 1998 Object identification: A Bayesian analysis with application to traffic surveillance Artificial Intelligence 103 1-2 77 93 0909.68151 10.1016/S0004-3702(98)00067-8 (Pubitemid 128399873)
    • (1998) Artificial Intelligence , vol.103 , Issue.1-2 , pp. 77-93
    • Huang, T.1    Russell, S.2
  • 23
    • 0035270390 scopus 로고    scopus 로고
    • Recognizing planned, multiperson action
    • DOI 10.1006/cviu.2000.0896, Modeling People Toward Vision-Based Understanding of a Person s Shape, Appearence and Movement
    • S. Intille A. Bobick 2001 Recognizing planned, multiperson action Computer Vision and Image Understanding 81 3 414 445 1011.68553 10.1006/cviu.2000.0896 (Pubitemid 32415984)
    • (2001) Computer Vision and Image Understanding , vol.81 , Issue.3 , pp. 414-445
    • Intille, S.S.1    Bobick, A.F.2
  • 24
    • 0034245366 scopus 로고    scopus 로고
    • Recognition of visual activities and interactions by stochastic parsing
    • 10.1109/34.868686
    • Y. Ivanov A. Bobick 2000 Recognition of visual activities and interactions by stochastic parsing IEEE Transactions on Pattern Analysis and Machine Intelligence 22 8 852 872 10.1109/34.868686
    • (2000) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.22 , Issue.8 , pp. 852-872
    • Ivanov, Y.1    Bobick, A.2
  • 27
    • 0000028408 scopus 로고
    • Ordered attributed grammars
    • 564468 0404.68078 10.1007/BF00288644
    • U. Kastens 1980 Ordered attributed grammars Acta Informatica 13 229 256 564468 0404.68078 10.1007/BF00288644
    • (1980) Acta Informatica , vol.13 , pp. 229-256
    • Kastens, U.1
  • 29
    • 0001538613 scopus 로고
    • Semantics of context-free languages
    • Knuth, D. (1968). Semantics of context-free languages. Mathematical Systems Theory, 2(2).
    • (1968) Mathematical Systems Theory , vol.2 , Issue.2
    • Knuth, D.1
  • 30
    • 56049121516 scopus 로고    scopus 로고
    • Semantic event representation and recognition using syntactic attribute graph grammar
    • 10.1016/j.patrec.2008.02.023
    • L. Lin H. Gong L. Li L. Wang 2009 Semantic event representation and recognition using syntactic attribute graph grammar Pattern Recognition Letters 30 2 180 186 10.1016/j.patrec.2008.02.023
    • (2009) Pattern Recognition Letters , vol.30 , Issue.2 , pp. 180-186
    • Lin, L.1    Gong, H.2    Li, L.3    Wang, L.4
  • 31
    • 0842305574 scopus 로고    scopus 로고
    • Tracking multiple vehicles using foreground, background and motion models
    • Magee, D. (2002). Tracking multiple vehicles using foreground, background and motion models. In Proc. workshop on statistical methods in video processing (pp. 7-12).
    • (2002) Proc. Workshop on Statistical Methods in Video Processing , pp. 7-12
    • Magee, D.1
  • 32
    • 0017503505 scopus 로고
    • Application of 0-1 integer programming to multitarget tracking problems
    • 465212 0367.90120 10.1109/TAC.1977.1101500
    • C. Morefield 1977 Application of 0-1 integer programming to multitarget tracking problems IEEE Transactions on Automatic Control 22 3 302 312 465212 0367.90120 10.1109/TAC.1977.1101500
    • (1977) IEEE Transactions on Automatic Control , vol.22 , Issue.3 , pp. 302-312
    • Morefield, C.1
  • 34
    • 84898022983 scopus 로고    scopus 로고
    • Recognising behaviours of multiple people with hierarchical probabilistic model and statistical data association
    • Nguyen, N., Venkatesh, S., & Bui, H. (2006). Recognising behaviours of multiple people with hierarchical probabilistic model and statistical data association. In Proc. British machine vision conference (BMVC).
    • (2006) Proc. British Machine Vision Conference (BMVC)
    • Nguyen, N.1    Venkatesh, S.2    Bui, H.3
  • 36
    • 14344260103 scopus 로고    scopus 로고
    • Markov chain Monte Carlo data association for general multiple-target tracking problems
    • TuB08.5, 2004 43rd IEEE Conference on Decision and Control (CDC)
    • Oh, S., Russell, S., & Sastry, S. (2004). Markov chain Monte Carlo data association for general multiple-target tracking problems. In 43rd IEEE Conference on Decision and Control (CDC) (Vol. 1, pp. 735-742). (Pubitemid 40291420)
    • (2004) Proceedings of the IEEE Conference on Decision and Control , vol.1 , pp. 735-742
    • Oh, S.1    Russell, S.2    Sastry, S.3
  • 37
    • 0018689571 scopus 로고
    • An algorithm for tracking multiple targets
    • 10.1109/TAC.1979.1102177
    • D. Reid 1979 An algorithm for tracking multiple targets IEEE Transactions on Automatic Control 24 6 843 854 10.1109/TAC.1979.1102177
    • (1979) IEEE Transactions on Automatic Control , vol.24 , Issue.6 , pp. 843-854
    • Reid, D.1
  • 46
    • 0036566199 scopus 로고    scopus 로고
    • Image segmentation by data-driven Markov Chain Monte Carlo
    • DOI 10.1109/34.1000239
    • Z. Tu S.-C. Zhu 2002 Image segmentation by data-driven Markov chain Monte Carlo IEEE Transactions on Pattern Analysis and Machine Intelligence 24 5 657 673 10.1109/34.1000239 (Pubitemid 34550432)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.5 , pp. 657-673
    • Tu, Z.1    Zhu, S.-C.2
  • 47
    • 79953176621 scopus 로고    scopus 로고
    • Mining layered grammar rules for action recognition
    • 2783695 10.1007/s11263-010-0393-z
    • L. Wang Y. Wang W. Gao 2011 Mining layered grammar rules for action recognition International Journal of Computer Vision 93 2 162 182 2783695 10.1007/s11263-010-0393-z
    • (2011) International Journal of Computer Vision , vol.93 , Issue.2 , pp. 162-182
    • Wang, L.1    Wang, Y.2    Gao, W.3
  • 49
    • 3543134710 scopus 로고    scopus 로고
    • Robust visual tracking by integrating multiple cues based on co-inference learning
    • 10.1023/B:VISI.0000016147.97880.cd
    • Y. Wu T. Huang 2004 Robust visual tracking by integrating multiple cues based on co-inference learning International Journal of Computer Vision 58 1 55 71 10.1023/B:VISI.0000016147.97880.cd
    • (2004) International Journal of Computer Vision , vol.58 , Issue.1 , pp. 55-71
    • Wu, Y.1    Huang, T.2
  • 50
    • 33745943636 scopus 로고    scopus 로고
    • Detection of multiple, partially occluded humans in a single image by Bayesian combination of edgelet part detectors
    • Wu, B., & Nevatia, R. (2005). Detection of multiple, partially occluded humans in a single image by Bayesian combination of edgelet part detectors. In Proc. international conference on computer vision (ICCV).
    • (2005) Proc. International Conference on Computer Vision (ICCV)
    • Wu, B.1    Nevatia, R.2
  • 51
    • 84859267993 scopus 로고    scopus 로고
    • Hypothesis selection for scene interpretation using grammatical models of scene evolution
    • Young, R., Kittler, J., & Matas, J. (1998). Hypothesis selection for scene interpretation using grammatical models of scene evolution. In Int. conf. on pattern recognition.
    • (1998) Int. Conf. on Pattern Recognition
    • Young, R.1    Kittler, J.2    Matas, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.