메뉴 건너뛰기




Volumn 115, Issue 3, 2011, Pages 439-455

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds

Author keywords

Action recognition; Gesture recognition; Riemannian manifolds; Shape space; Silhouette based approaches

Indexed keywords

ACTION RECOGNITION; BACKGROUND SUBTRACTION; CLOSED CURVE; DATA SETS; DYNAMIC TIME WARPING; EXEMPLAR-BASED HIDDEN MARKOV MODELS; GEODESIC DISTANCES; GRAPHICAL MODEL; HUMAN GESTURES; HUMAN POSE; HUMAN SILHOUETTE; MARKOV MODEL; NON-PARAMETRIC; RIEMANNIAN GEOMETRY; RIEMANNIAN MANIFOLDS; SHAPE MANIFOLD; SHAPE SPACE; SILHOUETTE-BASED APPROACHES; STATISTICAL MODELS; TEMPLATE-BASED; TEMPORAL SEQUENCES;

EID: 79951632091     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2010.10.006     Document Type: Article
Times cited : (67)

References (68)
  • 1
    • 34447526055 scopus 로고    scopus 로고
    • Adaptive visual gesture recognition for human-robot interaction using a knowledge-based software platform
    • DOI 10.1016/j.robot.2007.03.002, PII S0921889007000383
    • M. Hasanuzzaman, T. Zhang, V. Ampornaramveth, H. Gotoda, Y. Shirai, and H. Ueno Adaptive visual gesture recognition for human-robot interaction using a knowledge-based software platform Robot. Auton. Syst. 55 2007 643 657 (Pubitemid 47068927)
    • (2007) Robotics and Autonomous Systems , vol.55 , Issue.8 , pp. 643-657
    • Hasanuzzaman, Md.1    Zhang, T.2    Ampornaramveth, V.3    Gotoda, H.4    Shirai, Y.5    Ueno, H.6
  • 4
    • 0032804927 scopus 로고    scopus 로고
    • The visual analysis of human movement: A survey
    • D. Gavrila The visual analysis of human movement: a survey Comput. Vis. Image Underst. 73 1999 82 98
    • (1999) Comput. Vis. Image Underst. , vol.73 , pp. 82-98
    • Gavrila, D.1
  • 6
    • 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.B. Moeslund, A. Hilton, and V. Krüger A survey of advances in vision-based human motion capture and analysis Comput. Vis. Image Underst. 104 2006 90 126 (Pubitemid 44573873)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISS. , pp. 90-126
    • Moeslund, T.B.1    Hilton, A.2    Kruger, V.3
  • 9
    • 33745968247 scopus 로고    scopus 로고
    • Exploring the space of a human action
    • DOI 10.1109/ICCV.2005.90, 1541250, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
    • Y. Sheikh, M. Sheikh, M. Shah, Exploring the space of a human action, in: Proceedings of IEEE International Conference on Computer Vision, vol. 1, Beijing, China, 2005, pp. 144-149. (Pubitemid 44054952)
    • (2005) Proceedings of the IEEE International Conference on Computer Vision , vol.I , pp. 144-149
    • Sheikh, Y.1    Sheikh, M.2    Shah, M.3
  • 13
    • 34249072476 scopus 로고    scopus 로고
    • Learning and matching of dynamic shape manifolds for human action recognition
    • DOI 10.1109/TIP.2007.896661
    • L. Wang, and D. Suter Learning and matching of dynamic shape manifolds for human action recognition IEEE Trans. Image Process. 16 2007 1646 1661 (Pubitemid 46796060)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.6 , pp. 1646-1661
    • Wang, L.1    Suter, D.2
  • 14
    • 84909719934 scopus 로고
    • On the encoding of arbitrary geometric configurations
    • H. Freeman On the encoding of arbitrary geometric configurations IRE Trans. Electron. Comput. 10 1961 260 268
    • (1961) IRE Trans. Electron. Comput. , vol.10 , pp. 260-268
    • Freeman, H.1
  • 15
    • 0015315797 scopus 로고
    • Fourier descriptors for plane closed curves
    • C. Zahn, and R. Roskies Fourier descriptors for plane closed curves IEEE Trans. Comput. 21 1972 269 281
    • (1972) IEEE Trans. Comput. , vol.21 , pp. 269-281
    • Zahn, C.1    Roskies, R.2
  • 16
    • 84937655864 scopus 로고
    • Visual pattern recognition by moment invariants
    • M. Hu Visual pattern recognition by moment invariants IEEE Trans. Inform. Theory 8 1962 179 187
    • (1962) IEEE Trans. Inform. Theory , vol.8 , pp. 179-187
    • Hu, M.1
  • 24
    • 0036475030 scopus 로고    scopus 로고
    • Monte Carlo extrinsic estimators for manifold-valued parameters
    • A. Srivastava, and E. Klassen Monte Carlo extrinsic estimators for manifold-valued parameters IEEE Trans. Signal Process. 50 2001 299 308
    • (2001) IEEE Trans. Signal Process. , vol.50 , pp. 299-308
    • Srivastava, A.1    Klassen, E.2
  • 29
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • L. Rabiner A tutorial on hidden Markov models and selected applications in speech recognition Proc. IEEE 77 1989 257 286
    • (1989) Proc. IEEE , vol.77 , pp. 257-286
    • Rabiner, L.1
  • 40
    • 0032050058 scopus 로고    scopus 로고
    • Computable elastic distance between shapes
    • L. Younes Computable elastic distance between shapes SIAM J. Appl. Math. 58 1998 565 586
    • (1998) SIAM J. Appl. Math. , vol.58 , pp. 565-586
    • Younes, L.1
  • 43
    • 33847172327 scopus 로고    scopus 로고
    • Clustering by passing messages between data points
    • DOI 10.1126/science.1136800
    • B.J. Frey, and D. Dueck Clustering by passing messages between data points Science 315 2007 972 976 (Pubitemid 46281181)
    • (2007) Science , vol.315 , Issue.5814 , pp. 972-976
    • Frey, B.J.1    Dueck, D.2
  • 48
    • 0036605232 scopus 로고    scopus 로고
    • Probabilistic tracking with exemplars in a metric space
    • DOI 10.1023/A:1014899027014
    • K. Toyama, and A. Blake Probabilistic tracking with exemplars in a metric space Int. J. Comput. Vis. 48 2002 9 19 (Pubitemid 34491072)
    • (2002) International Journal of Computer Vision , vol.48 , Issue.1 , pp. 9-19
    • Toyama, K.1    Blake, A.2
  • 49
    • 34247223015 scopus 로고    scopus 로고
    • Gesture spotting and recognition for human-robot interaction
    • DOI 10.1109/TRO.2006.889491
    • H. Yang, A. Park, and S. Lee Gesture spotting and recognition for human-robot interaction IEEE Trans. Robot. 23 2007 256 270 (Pubitemid 46621552)
    • (2007) IEEE Transactions on Robotics , vol.23 , Issue.2 , pp. 256-270
    • Yang, H.-D.1    Park, A.-Y.2    Lee, S.-W.3
  • 58
    • 77649270180 scopus 로고    scopus 로고
    • Nonstationary shape activities: Dynamic models for landmark shape change and applications
    • S. Das, and N. Vaswani Nonstationary shape activities: dynamic models for landmark shape change and applications IEEE Trans. Pattern Anal. Machine Intell. 32 2009 579 592
    • (2009) IEEE Trans. Pattern Anal. Machine Intell. , vol.32 , pp. 579-592
    • Das, S.1    Vaswani, N.2
  • 61
    • 22944454904 scopus 로고    scopus 로고
    • Probabilities and statistics on riemannian manifolds: Basic tools for geometric measurements
    • Antalya, Turkey
    • X. Pennec, I.P. Epidaure, Probabilities and statistics on riemannian manifolds: Basic tools for geometric measurements, in: IEEE Workshop on Nonlinear Signal and Image Processing, Antalya, Turkey, 1999, pp. 194-198.
    • (1999) IEEE Workshop on Nonlinear Signal and Image Processing , pp. 194-198
    • Pennec, X.1    Epidaure, I.P.2
  • 62
    • 0035360021 scopus 로고    scopus 로고
    • Locating Fréchet means with application to shape spaces
    • DOI 10.1239/aap/999188316
    • H. Le Locating frechet means with application to shape spaces Adv. Appl. Prob. 33 2001 324 338 (Pubitemid 32699242)
    • (2001) Advances in Applied Probability , vol.33 , Issue.2 , pp. 324-338
    • Le, H.1
  • 63
    • 4043092663 scopus 로고    scopus 로고
    • Principal geodesic analysis for the study of nonlinear statistics of shape
    • P. Fletcher, C. Lu, S. Pizer, and S. Joshi Principal geodesic analysis for the study of nonlinear statistics of shape IEEE Trans. Med. Imag. 23 2004 995 1005
    • (2004) IEEE Trans. Med. Imag. , vol.23 , pp. 995-1005
    • Fletcher, P.1    Lu, C.2    Pizer, S.3    Joshi, S.4
  • 67
    • 0000353178 scopus 로고
    • A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains
    • L. Baum, T. Petrie, G. Soules, and N. Weiss A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains Ann. Math. Stat. 41 1970 164 171
    • (1970) Ann. Math. Stat. , vol.41 , pp. 164-171
    • Baum, L.1    Petrie, T.2    Soules, G.3    Weiss, N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.