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Volumn 43, Issue 9, 2010, Pages 3042-3058

Tracking human pose with multiple activity models

Author keywords

3D human tracking; Annealing; Generative model; Human motion analysis; Particle filter

Indexed keywords

ANNEALING; MONTE CARLO METHODS; SIGNAL FILTERING AND PREDICTION;

EID: 79952207360     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2010.03.018     Document Type: Article
Times cited : (16)

References (43)
  • 1
    • 34548203757 scopus 로고    scopus 로고
    • Vision-based human motion analysis: An overview
    • DOI 10.1016/j.cviu.2006.10.016, PII S1077314206002293, Vision for Human-Computer Interaction
    • R. Poppe, Vision-based human motion analysis: an overview, CVIU 108 (1-2) (2007) 4-18. (Pubitemid 47333391)
    • (2007) Computer Vision and Image Understanding , vol.108 , Issue.1-2 , pp. 4-18
    • Poppe, R.1
  • 2
    • 0038380194 scopus 로고    scopus 로고
    • Estimating articulated human motion with covariance scaled sampling
    • C. Sminchisescu, B. Triggs, Estimating articulated human motion with covariance scaled sampling, IJRR 22 (6) (2003) 371-391.
    • (2003) IJRR , vol.22 , Issue.6 , pp. 371-391
    • Sminchisescu, C.1    Triggs, B.2
  • 4
    • 84944381728 scopus 로고    scopus 로고
    • Building roadmaps of localminima of visual models
    • C. Sminchisescu, B. Triggs, Building roadmaps of localminima of visual models, in: ECCV, 2002, pp. 566-582.
    • (2002) ECCV , pp. 566-582
    • Sminchisescu, C.1    Triggs, B.2
  • 5
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • DOI 10.1109/78.978374, PII S1053587X0200569X
    • M. S. Arulampalam, S. Maskell, N. Gordon, T. Clapp, A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking, IEEE Trans. on Signal Process. 50 (2) (2002) 174-188. (Pubitemid 34291500)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3    Clapp, T.4
  • 6
    • 84898486934 scopus 로고    scopus 로고
    • Evaluation of hierarchical sampling strategies in 3D human pose estimation
    • J. Bandouch, F. Engstler, M. Beetz, Evaluation of hierarchical sampling strategies in 3D human pose estimation, in: BMVC, 2008, pp. 925-934.
    • (2008) BMVC , pp. 925-934
    • Bandouch, J.1    Engstler, F.2    Beetz, M.3
  • 7
    • 84898443797 scopus 로고    scopus 로고
    • Real-time 3-D human body tracking using variable length Markov models
    • F. Caillette, A. Galata, T. Howard, Real-time 3-D human body tracking using variable length Markov models, in: BMVC, 2005, pp. 469-478.
    • (2005) BMVC , pp. 469-478
    • Caillette, F.1    Galata, A.2    Howard, T.3
  • 8
    • 75149150235 scopus 로고    scopus 로고
    • HumanEva: Synchronised video and motion capture dataset and baseline algorithm for evaluation of articulated human motion
    • R. Sigal, A. Bǎlan, M. J. Black, HumanEva: synchronised video and motion capture dataset and baseline algorithm for evaluation of articulated human motion, IJCV 87 (1-2) (2010) 4-27.
    • (2010) IJCV , vol.87 , Issue.1-2 , pp. 4-27
    • Sigal, R.1    Bǎlan, A.2    Black, M.J.3
  • 9
    • 85114741788 scopus 로고    scopus 로고
    • Articulated pose estimation in a learned smooth space of feasible solutions
    • T. P. Tian, R. Li, S. Sclaroff, Articulated pose estimation in a learned smooth space of feasible solutions, in: CVPR Learning Workshop, 2005, p. 50.
    • (2005) CVPR Learning Workshop , pp. 50
    • Tian, T.P.1    Li, R.2    Sclaroff, S.3
  • 10
    • 84898337375 scopus 로고    scopus 로고
    • People tracking with the Laplacian eigenmaps latent variable model
    • Z. Lu, M. C. Perpinan, C. Sminchisescu, People tracking with the Laplacian eigenmaps latent variable model, in: NIPS, 2007, pp. 1705-1712.
    • (2007) NIPS , pp. 1705-1712
    • Lu, Z.1    Perpinan, M.C.2    Sminchisescu, C.3
  • 11
    • 41249093364 scopus 로고    scopus 로고
    • Using Gaussian process annealing particle filter for 3D human tracking
    • L. Raskin, E. Rivlin, M. Rudzsky, Using Gaussian process annealing particle filter for 3D human tracking, EURASIP J. Adv. Signal Process. (2008) 1-13.
    • (2008) EURASIP J. Adv. Signal Process , pp. 1-13
    • Raskin, L.1    Rivlin, E.2    Rudzsky, M.3
  • 12
    • 67650694305 scopus 로고    scopus 로고
    • Tracking a walking person using activity-guided annealed particle filtering
    • J. Darby, B. Li, N. P. Costen, Tracking a walking person using activity-guided annealed particle filtering, in: F&G, 2008, pp. 1-6.
    • (2008) F&G , pp. 1-6
    • Darby, J.1    Li, B.2    Costen, N.P.3
  • 13
    • 77957950714 scopus 로고    scopus 로고
    • Behaviour based particle filtering for human articulated motion tracking
    • J. Darby, B. Li, N. P. Costen, Behaviour based particle filtering for human articulated motion tracking, in: ICPR, 2008, pp. 1-4.
    • (2008) ICPR , pp. 1-4
    • Darby, J.1    Li, B.2    Costen, N.P.3
  • 14
    • 0003378777 scopus 로고    scopus 로고
    • Articulated body motion capture by annealed particle filtering
    • J. Deutscher, A. Blake, I. Reid, Articulated body motion capture by annealed particle filtering, in: CVPR, 2000, pp. 2126-2133.
    • (2000) CVPR , pp. 2126-2133
    • Deutscher, J.1    Blake, A.2    Reid, I.3
  • 15
    • 84944069350 scopus 로고    scopus 로고
    • Stochastic tracking of 3D human figures using 2D image motion
    • H. Sidenbladh, M. J. Black, D. J. Fleet, Stochastic tracking of 3D human figures using 2D image motion, in: ECCV, 2000, pp. 702-718.
    • (2000) ECCV , pp. 702-718
    • Sidenbladh, H.1    Black, M.J.2    Fleet, D.J.3
  • 17
    • 5444223518 scopus 로고    scopus 로고
    • Articulated body motion capture by stochastic search
    • J. Deutscher, I. Reid, Articulated body motion capture by stochastic search, IJCV 61 (2) (2005) 185-205.
    • (2005) IJCV , vol.61 , Issue.2 , pp. 185-205
    • Deutscher, J.1    Reid, I.2
  • 18
    • 84944037559 scopus 로고    scopus 로고
    • Partitioned sampling, articulated objects, and interface-quality hand tracking
    • J. MacCormick, M. Isard, Partitioned sampling, articulated objects, and interface-quality hand tracking, in: ECCV, 2000, pp. 3-19.
    • (2000) ECCV , pp. 3-19
    • MacCormick, J.1    Isard, M.2
  • 20
    • 33750031202 scopus 로고    scopus 로고
    • Temporal motion models for monocular and multiview 3D human body tracking
    • DOI 10.1016/j.cviu.2006.08.006, PII S1077314206001299
    • R. Urtasun, D. J. Fleet, P. Fua, Temporal motion models for monocular and multiview 3D human body tracking, CVIU 104 (2) (2006) 157-177. (Pubitemid 44573874)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISS. , pp. 157-177
    • Urtasun, R.1    Fleet, D.J.2    Fua, P.3
  • 21
    • 0012075890 scopus 로고    scopus 로고
    • Building temporal models for gesture recognition
    • R. Bowden, M. Sarhadi, Building temporal models for gesture recognition, in: BMVC, 2000, pp. 32-41.
    • (2000) BMVC , pp. 32-41
    • Bowden, R.1    Sarhadi, M.2
  • 24
    • 35048818184 scopus 로고    scopus 로고
    • Tracking articulated motion with piecewise learned dynamical models
    • A. Agarwal, B. Triggs, Tracking articulated motion with piecewise learned dynamical models, in: ECCV, 2004, pp. 54-65.
    • (2004) ECCV , pp. 54-65
    • Agarwal, A.1    Triggs, B.2
  • 25
    • 50649099636 scopus 로고    scopus 로고
    • Real-time body tracking using a Gaussian process latent variable model
    • S. Hou, A. Galata, F. Caillette, N. Thacker, P. Bromiley, Real-time body tracking using a Gaussian process latent variable model, in: ICCV, 2007, pp. 1-8.
    • (2007) ICCV , pp. 1-8
    • Hou, S.1    Galata, A.2    Caillette, F.3    Thacker, N.4    Bromiley, P.5
  • 27
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L. R. Rabiner, A tutorial on hidden Markov models and selected applications in speech recognition, Proceedings of the IEEE 77 (2) (1989) 257-286.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 28
    • 0032309419 scopus 로고    scopus 로고
    • A mixed-state CONDENSATION tracker with automatic model-switching
    • M. Isard, A. Blake, A mixed-state CONDENSATION tracker with automatic model-switching, in: ICCV, 1998, pp. 107-112.
    • (1998) ICCV , pp. 107-112
    • Isard, M.1    Blake, A.2
  • 29
    • 3042672538 scopus 로고    scopus 로고
    • KLD-sampling: Adaptive particle filters
    • D. Fox, KLD-sampling: adaptive particle filters, in: NIPS, 2001, pp. 713-720.
    • (2001) NIPS , pp. 713-720
    • Fox, D.1
  • 30
    • 70349112582 scopus 로고    scopus 로고
    • Variable-mass particle filter for road-constrained vehicle tracking
    • G. Kravaritis, B. Mulgrew, Variable-mass particle filter for road-constrained vehicle tracking, EURASIP J. Adv. Signal Process. (2008) 1-13.
    • (2008) EURASIP J. Adv. Signal Process , pp. 1-13
    • Kravaritis, G.1    Mulgrew, B.2
  • 31
    • 0032136153 scopus 로고    scopus 로고
    • CONDENSATION - Conditional Density Propagation for Visual Tracking
    • M. Isard, A. Blake, Condensation-conditional density propagation for visual tracking, IJCV 29 (1) (1998) 5-28. (Pubitemid 128523364)
    • (1998) International Journal of Computer Vision , vol.29 , Issue.1 , pp. 5-28
    • Isard, M.1    Blake, A.2
  • 32
    • 0038959172 scopus 로고    scopus 로고
    • Probabilistic principal components analysis
    • M. E. Tipping, C. M. Bishop, Probabilistic principal components analysis, J. R. Stat. Soc. 6 (3) (1999) 611-622.
    • (1999) J. R. Stat. Soc , vol.6 , Issue.3 , pp. 611-622
    • Tipping, M.E.1    Bishop, C.M.2
  • 33
    • 27844605876 scopus 로고    scopus 로고
    • Probabilistic non-linear principal component analysis with Gaussian process latent variable models
    • N. D. Lawrence, Probabilistic non-linear principal component analysis with Gaussian process latent variable models, JMLR 6 (2005) 1783-1816.
    • (2005) JMLR , vol.6 , pp. 1783-1816
    • Lawrence, N.D.1
  • 34
    • 79960376095 scopus 로고    scopus 로고
    • Comparing GPLVM approaches for dimensionality reduction in character animation
    • S. Quirion, C. Duchesne, D. Laurendeau, M. Marchand, Comparing GPLVM approaches for dimensionality reduction in character animation, J. WSCG 16 (1-3) (2008) 41-48.
    • (2008) J. WSCG , vol.16 , Issue.1-3 , pp. 41-48
    • Quirion, S.1    Duchesne, C.2    Laurendeau, D.3    Marchand, M.4
  • 35
    • 33749268385 scopus 로고    scopus 로고
    • Local distance preservation in the GP-LVM through back constraints
    • N. D. Lawrence, J. Qui nonero-Candela, Local distance preservation in the GP-LVM through back constraints, in: ICML, 2006, pp. 513-520.
    • (2006) ICML , pp. 513-520
    • Lawrence, N.D.1    Nonero-Candela, J.Q.2
  • 36
    • 75149177566 scopus 로고    scopus 로고
    • Guest editorial: State of the art in image-and video-based human pose and motion estimation
    • L. Sigal, M. J. Black, Guest editorial: state of the art in image-and video-based human pose and motion estimation, IJCV 87 (1-2) (2010) 1-3.
    • (2010) IJCV , vol.87 , Issue.1-2 , pp. 1-3
    • Sigal, L.1    Black, M.J.2
  • 37
    • 56449120866 scopus 로고    scopus 로고
    • Topologically-constrained latent variable models
    • R. Urtasun, D. J. Fleet, A. Geiger, J. Popović, Topologically-constrained latent variable models, in: ICML, 2008, pp. 1080-1087.
    • (2008) ICML , pp. 1080-1087
    • Urtasun, R.1    Fleet, D.J.2    Geiger, A.3    Popović, J.4
  • 38
    • 84898927667 scopus 로고    scopus 로고
    • Backing off: Hierarchical decomposition of activity for 3D novel pose recovery
    • J. Darby, B. Li, N. P. Costen, D. J. Fleet, N. D. Lawrence, Backing off: hierarchical decomposition of activity for 3D novel pose recovery, in: BMVC, 2009, pp. 1-11.
    • (2009) BMVC , pp. 1-11
    • Darby, J.1    Li, B.2    Costen, N.P.3    Fleet, D.J.4    Lawrence, N.D.5
  • 40
    • 77951049911 scopus 로고    scopus 로고
    • 3D human motion analysis in monocular video: Techniques and challenges
    • B. Rosenhahn, R. Klette, D. Metaxas Eds., Springer, Dordrecht
    • C. Sminchisescu, 3D human motion analysis in monocular video: techniques and challenges, in: B. Rosenhahn, R. Klette, D. Metaxas (Eds.), Human Motion-Understanding, Modeling, Capture and Animation, Computational Imaging and Vision, vol. 36, Springer, Dordrecht, 2008, pp. 185-211.
    • (2008) Human Motion-Understanding, Modeling, Capture and Animation, Computational Imaging and Vision , vol.36 , pp. 185-211
    • Sminchisescu, C.1
  • 42
    • 21944451191 scopus 로고    scopus 로고
    • Better foreground segmentation through graph cuts
    • Smith College
    • N. R. Howe, A. Deschamps, Better foreground segmentation through graph cuts, Technical report, Smith College, (2004).
    • (2004) Technical Report
    • Howe, N.R.1    Deschamps, A.2


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