메뉴 건너뛰기




Volumn 23, Issue 6, 2012, Pages 853-861

Using SAX representation for human action recognition

Author keywords

Action recognition; Computer vision; Data mining; Image understanding; Intelligent systems; Pattern recognition; SAX representation; Video surveillance

Indexed keywords

ACTION RECOGNITION; DATA SETS; HUMAN-ACTION RECOGNITION; MOTION TRAJECTORIES; REFERENCE POINTS; SAX REPRESENTATION; SILHOUETTE EXTRACTION; STRUCTURE RECOVERY; SYMBOLIC REPRESENTATION; TIME-SERIES DATA; VIDEO SURVEILLANCE;

EID: 84861719901     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2012.05.001     Document Type: Article
Times cited : (33)

References (36)
  • 1
    • 33749990780 scopus 로고    scopus 로고
    • A survey of advances in vision-based human motion capture and analysis
    • DOI 10.1016/j.cviu.2006.08.002, PII S1077314206001263
    • T. Moeslund, A. Hilton, and V. Krüger A survey of advances in vision-based human motion capture and analysis CVIU 103 2-3 2006 90 126 (Pubitemid 44573873)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISSUE , pp. 90-126
    • Moeslund, T.B.1    Hilton, A.2    Kruger, V.3
  • 2
    • 0036522847 scopus 로고    scopus 로고
    • Recent developments in human motion analysis
    • L. Wang, W. Hu, and T. Tan Recent developments in human motion analysis Pattern Recogn. 36 3 2003 585 601
    • (2003) Pattern Recogn. , vol.36 , Issue.3 , pp. 585-601
    • Wang, L.1    Hu, W.2    Tan, T.3
  • 4
    • 33750025833 scopus 로고    scopus 로고
    • Free viewpoint action recognition using motion history volumes
    • DOI 10.1016/j.cviu.2006.07.013, PII S1077314206001081
    • D. Weinland, R. Ronfard, and E. Boyer Free viewpoint action recognition using motion history volumes CVIU 103 2-3 2006 249 257 (Pubitemid 44573869)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISSUE , pp. 249-257
    • Weinland, D.1    Ronfard, R.2    Boyer, E.3
  • 6
    • 33745142597 scopus 로고    scopus 로고
    • Actions sketch: A novel action representation
    • A. Yilmaz, M. Shah, Actions sketch: a novel action representation, in: Proc. CVPR, 2005, pp. I:984-I:989.
    • (2005) Proc. CVPR
    • Yilmaz, A.1    Shah, M.2
  • 8
    • 71049118385 scopus 로고    scopus 로고
    • 3d shape context and distance transform for action recognition
    • M. Grundmann, F. Meier, I. Essa, 3d shape context and distance transform for action recognition, in: Proc. ICPR, 2008, pp. 1-4.
    • (2008) Proc. ICPR , pp. 1-4
    • Grundmann, M.1    Meier, F.2    Essa, I.3
  • 10
    • 24644494745 scopus 로고    scopus 로고
    • Space-time behavior based correlation
    • E. Shechtman, M. Irani, Space-time behavior based correlation, in: Proc. CVPR, 2005, pp. I:405-412.
    • (2005) Proc. CVPR , pp. 405-412
    • Shechtman, E.1    Irani, M.2
  • 12
    • 84898026340 scopus 로고    scopus 로고
    • Unsupervised learning of human action categories using spatial-temporal words
    • J. Niebles, H. Wang, F. Li, Unsupervised learning of human action categories using spatial-temporal words, in: Proc. BMVC, 2006.
    • (2006) Proc. BMVC
    • Niebles, J.1    Wang, H.2    Li, F.3
  • 13
    • 56749163251 scopus 로고    scopus 로고
    • Scale invariant action recognition using compound features mined from dense spatio-temporal corners
    • A. Gilbert, J. Illingworth, R. Bowden, Scale invariant action recognition using compound features mined from dense spatio-temporal corners, in: Proc. ECCV, 2008, pp. I: 222-233.
    • (2008) Proc. ECCV , pp. 222-233
    • Gilbert, A.1    Illingworth, J.2    Bowden, R.3
  • 15
    • 34948881770 scopus 로고    scopus 로고
    • Latent-dynamic discriminative models for continuous gesture recognition
    • L.-P. Morency, A. Quattoni, T. Darrell, Latent-dynamic discriminative models for continuous gesture recognition, in: Proc. CVPR, 2007.
    • (2007) Proc. CVPR
    • Morency, L.-P.1    Quattoni, A.2    Darrell, T.3
  • 16
    • 85101031354 scopus 로고    scopus 로고
    • Recognizing actions by shape-motion prototype trees
    • Z. Lin, Z. Jiang, L.S. Davis, Recognizing actions by shape-motion prototype trees, in: Proc. ICCV, 2009.
    • (2009) Proc. ICCV
    • Lin, Z.1    Jiang, Z.2    Davis, L.S.3
  • 17
    • 70450196535 scopus 로고    scopus 로고
    • Recognising action as clouds of space-time interest points
    • M. Bregonzio, S. Gong, T. Xiang, Recognising action as clouds of space-time interest points, in: Proc. CVPR, 2009, pp. 1948-1955.
    • (2009) Proc. CVPR , pp. 1948-1955
    • Bregonzio, M.1    Gong, S.2    Xiang, T.3
  • 18
    • 0034592912 scopus 로고    scopus 로고
    • Scaling up dynamic time warping for data mining applications
    • E.J. Keogh, and M.J. Pazzani Scaling up dynamic time warping for data mining applications Knowl. Discov. Data Min. 2000 285 289
    • (2000) Knowl. Discov. Data Min. , pp. 285-289
    • Keogh, E.J.1    Pazzani, M.J.2
  • 19
    • 34548093287 scopus 로고    scopus 로고
    • Experiencing SAX: A novel symbolic representation of time series
    • DOI 10.1007/s10618-007-0064-z
    • J. Lin, E.J. Keogh, L. Wei, and S. Lonardi Experiencing sax: a novel symbolic representation of time series Data Min. Knowl. Discov. 15 2 2007 107 144 (Pubitemid 47293484)
    • (2007) Data Mining and Knowledge Discovery , vol.15 , Issue.2 , pp. 107-144
    • Lin, J.1    Keogh, E.2    Wei, L.3    Lonardi, S.4
  • 23
    • 33745959988 scopus 로고    scopus 로고
    • Recognizing human actions in videos acquired by uncalibrated moving cameras
    • A. Yilmaz, M. Shah, Recognizing human actions in videos acquired by uncalibrated moving cameras, in: Proc. ICCV, 2005, pp. I:150-I:157.
    • (2005) Proc. ICCV
    • Yilmaz, A.1    Shah, M.2
  • 24
    • 0038718460 scopus 로고    scopus 로고
    • Recognizing walking people
    • S. Carlsson Recognizing walking people Int. J. Robotic Res. 22 6 2003 359 370
    • (2003) Int. J. Robotic Res. , vol.22 , Issue.6 , pp. 359-370
    • Carlsson, S.1
  • 25
    • 0036844204 scopus 로고    scopus 로고
    • View-invariant representation and recognition of actions
    • DOI 10.1023/A:1020350100748
    • C. Rao, A. Yilmaz, and M. Shah View-invariant representation and recognition of actions IJCV 50 2 2002 203 226 (Pubitemid 35311927)
    • (2002) International Journal of Computer Vision , vol.50 , Issue.2 , pp. 203-226
    • Rao, C.1    Yilmaz, A.2    Shah, M.3
  • 26
  • 31
    • 50649103522 scopus 로고    scopus 로고
    • Chaotic invariants for human action recognition
    • S. Ali, A. Basharat, M. Shah, Chaotic invariants for human action recognition, in: Proc. ICCV, 2007.
    • (2007) Proc. ICCV
    • Ali, S.1    Basharat, A.2    Shah, M.3
  • 32
    • 50949112000 scopus 로고    scopus 로고
    • Simultaneous learning of nonlinear manifold and dynamical models for high-dimensional time series
    • R. Li, T. Tian, S. Sclaroff, Simultaneous learning of nonlinear manifold and dynamical models for high-dimensional time series, in: Proc. ICCV, 2007.
    • (2007) Proc. ICCV
    • Li, R.1    Tian, T.2    Sclaroff, S.3
  • 33
    • 33845594450 scopus 로고    scopus 로고
    • An online algorithm for segmenting time series
    • E. Keogh, S. Chu, D. Hart, M. Pazzani, An online algorithm for segmenting time series, in: ICDM, 2001, pp. 289-296.
    • (2001) ICDM , pp. 289-296
    • Keogh, E.1    Chu, S.2    Hart, D.3    Pazzani, M.4
  • 35
    • 34548547034 scopus 로고    scopus 로고
    • HOT SAX: Efficiently finding the most unusual time series subsequence
    • DOI 10.1109/ICDM.2005.79, 1565683, Proceedings - Fifth IEEE International Conference on Data Mining, ICDM 2005
    • E.J. Keogh, J. Lin, A.W.-C. Fu, Hot sax: efficiently finding the most unusual time series subsequence, in: IEEE International Conf. on Data Mining (ICDM), 2005, pp. 226-233. (Pubitemid 47385697)
    • (2005) Proceedings - IEEE International Conference on Data Mining, ICDM , pp. 226-233
    • Keogh, E.1    Lin, J.2    Fu, A.3
  • 36
    • 38149111348 scopus 로고    scopus 로고
    • Human action recognition using distribution of oriented rectangular patches
    • N. Ikizler, P. Duygulu, Human action recognition using distribution of oriented rectangular patches, in: Workshop on Human Motion, 2007, pp. 271-284.
    • (2007) Workshop on Human Motion , pp. 271-284
    • Ikizler, N.1    Duygulu, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.