메뉴 건너뛰기




Volumn , Issue , 2011, Pages 342-349

3D human action recognition for multi-view camera systems

Author keywords

3D motion description; 3D optical flow; Human action recognition; Multi view

Indexed keywords

3D MOTION; 3D OPTICAL FLOW; 3D RECONSTRUCTION; ARBITRARY NUMBER; CAMERA SYSTEMS; DATA SETS; DESCRIPTORS; HARMONIC MOTION; HUMAN ACTIONS; HUMAN-ACTION RECOGNITION; LOCAL MOTIONS; MULTI-VIEWS; NORMALIZED CORRELATION; SPEED VARIATIONS; VIDEO DATA;

EID: 80051962582     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/3DIMPVT.2011.50     Document Type: Conference Paper
Times cited : (80)

References (34)
  • 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, vol. 104, no. 2-3, pp. 90-126, 2006. (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
  • 2
    • 77949275097 scopus 로고    scopus 로고
    • A survey on vision-based human action recognition
    • R. Poppe, "A survey on vision-based human action recognition," IVC, vol. 28, no. 6, pp. 976-990, 2010.
    • (2010) IVC , vol.28 , Issue.6 , pp. 976-990
    • Poppe, R.1
  • 3
    • 78651465765 scopus 로고    scopus 로고
    • A survey of vision-based methods for action representation, segmentation and recognition
    • [Online]
    • D. Weinland, R. Ronfard, and E. Boyer, "A survey of vision-based methods for action representation, segmentation and recognition," INRIA Report, vol. RR-7212, pp. 54-111, 2010. [Online]. Available: http://hal.inria.fr/inria-00459653/PDF/RR-7212.pdf
    • (2010) INRIA Report , vol.RR-7212 , pp. 54-111
    • Weinland, D.1    Ronfard, R.2    Boyer, E.3
  • 4
    • 84954391964 scopus 로고    scopus 로고
    • Inference of human postures by classification of 3d human body shape
    • I. Cohen and H. Li, "Inference of human postures by classification of 3d human body shape," in AMFG, 2003.
    • (2003) AMFG
    • Cohen, I.1    Li, H.2
  • 5
    • 77952164583 scopus 로고    scopus 로고
    • The i3dpost multi-view and 3d human action/interaction database
    • i3DPost Dataset
    • N. Gkalelis, H. Kim, A. Hilton, N. Nikolaidis, and I. Pitas, "The i3dpost multi-view and 3d human action/interaction database," in CVMP, 2009, i3DPost Dataset available at http://kahlan.eps.surrey.ac.uk/i3dpostaction/ data.
    • (2009) CVMP
    • Gkalelis, N.1    Kim, H.2    Hilton, A.3    Nikolaidis, N.4    Pitas, I.5
  • 6
    • 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, vol. 104, no. 2, pp. 249-257, 2006. (Pubitemid 44573869)
    • (2006) Computer Vision and Image Understanding , vol.104 , Issue.2-3 SPEC. ISS. , pp. 249-257
    • Weinland, D.1    Ronfard, R.2    Boyer, E.3
  • 7
    • 34248644014 scopus 로고    scopus 로고
    • Surface capture for performance-based animation
    • DOI 10.1109/MCG.2007.68
    • J. Starck and A. Hilton, "Surface capture for performance based animation," IEEE Computer Graphics and Applications, vol. 27, no. 3, pp. 21-31, 2007. (Pubitemid 46767722)
    • (2007) IEEE Computer Graphics and Applications , vol.27 , Issue.3 , pp. 21-31
    • Starck, J.1    Hilton, A.2
  • 8
    • 70449559310 scopus 로고    scopus 로고
    • View indepedent human movement recognition from multi-view video exploiting a circular invariant posture representation
    • N. Gkalelis, N. Nikolaidis, and I. Pitas, "View indepedent human movement recognition from multi-view video exploiting a circular invariant posture representation," in ICME, 2009.
    • (2009) ICME
    • Gkalelis, N.1    Nikolaidis, N.2    Pitas, I.3
  • 9
    • 73049089691 scopus 로고    scopus 로고
    • Advances in view-invariant human motion analysis: A review
    • X. Ji and H. Liu, "Advances in view-invariant human motion analysis: A review," Trans. Sys. Man Cyber Part C, vol. 40, no. 1, pp. 13-24, 2010.
    • (2010) Trans. Sys. Man Cyber Part C , vol.40 , Issue.1 , pp. 13-24
    • Ji, X.1    Liu, H.2
  • 10
    • 51949109834 scopus 로고    scopus 로고
    • Learning the viewpoint manifold for action recognition
    • R. Souvenir and J. Babbs, "Learning the viewpoint manifold for action recognition," in CVPR, 2008.
    • (2008) CVPR
    • Souvenir, R.1    Babbs, J.2
  • 11
    • 0001492141 scopus 로고    scopus 로고
    • 3d shape histograms for similarity search and classification in spatial databases
    • M. Ankerst, G. Kastenmüller, H.-P. Kriegel, and T. Seidl, "3d shape histograms for similarity search and classification in spatial databases," in SSD, 1999.
    • (1999) SSD
    • Ankerst, M.1    Kastenmüller, G.2    Kriegel, H.-P.3    Seidl, T.4
  • 12
    • 0032685832 scopus 로고    scopus 로고
    • Using spin images for efficient object recognition in cluttered 3d scenes
    • A. Johnson and M. Hebert, "Using spin images for efficient object recognition in cluttered 3d scenes," PAMI, vol. 21, no. 5, pp. 433-449, 1999.
    • (1999) PAMI , vol.21 , Issue.5 , pp. 433-449
    • Johnson, A.1    Hebert, M.2
  • 13
    • 85089921422 scopus 로고    scopus 로고
    • Rotation invariant spherical harmonic representation of 3d shape descriptors
    • M. Kazhdan, T. Funkhouser, and S. Rusinkiewicz, "Rotation invariant spherical harmonic representation of 3d shape descriptors," in SGP, 2003.
    • (2003) SGP
    • Kazhdan, M.1    Funkhouser, T.2    Rusinkiewicz, S.3
  • 14
    • 6344246649 scopus 로고    scopus 로고
    • 3d shape matching with 3d shape contexts
    • M. Körtgen, M. Novotni, and R. Klein, "3d shape matching with 3d shape contexts," in CESCG, 2003.
    • (2003) CESCG
    • Körtgen, M.1    Novotni, M.2    Klein, R.3
  • 17
    • 80051984255 scopus 로고    scopus 로고
    • Shape-colour histograms for matching 3d video sequences
    • P. Huang and A. Hilton, "Shape-colour histograms for matching 3d video sequences," in 3DIM, 2009.
    • (2009) 3DIM
    • Huang, P.1    Hilton, A.2
  • 18
    • 77953285038 scopus 로고    scopus 로고
    • Shape similarity for 3d video sequences of people
    • P. Huang, A. Hilton, and J. Starck, "Shape similarity for 3d video sequences of people," IJCV, vol. 89, pp. 362-381, 2010.
    • (2010) IJCV , vol.89 , pp. 362-381
    • Huang, P.1    Hilton, A.2    Starck, J.3
  • 20
    • 35548930762 scopus 로고    scopus 로고
    • Local velocity-adapted motion events for spatio-temporal recognition
    • DOI 10.1016/j.cviu.2006.11.023, PII S1077314207000124, Spatiotemporal Coherence for Visual Motion Analysis
    • I. Laptev, B. Caputo, C. Schüldt, and T. Lindeberg, "Local velocity-adapted motion events for spatio-temporal recognition," IJCV, vol. 108, no. 3, pp. 207-229, 2007. (Pubitemid 350016963)
    • (2007) Computer Vision and Image Understanding , vol.108 , Issue.3 , pp. 207-229
    • Laptev, I.1    Caputo, B.2    Schuldt, C.3    Lindeberg, T.4
  • 21
    • 51949085157 scopus 로고    scopus 로고
    • Learning human actions via information maximization
    • J. Liu and M. Shah, "Learning human actions via information maximization," in CVPR, 2008.
    • (2008) CVPR
    • Liu, J.1    Shah, M.2
  • 22
    • 51949101597 scopus 로고    scopus 로고
    • Action snippets: How many frames does human action recognition require
    • K. Schindler and L. van Gool, "Action snippets: How many frames does human action recognition require," in CVPR, 2008.
    • (2008) CVPR
    • Schindler, K.1    Van Gool, L.2
  • 23
    • 70449562408 scopus 로고    scopus 로고
    • Action recognition via local descriptors and holistic features
    • X. Sun, M. Chen, and A. Hauptmann, "Action recognition via local descriptors and holistic features," in CVPR, 2009.
    • (2009) CVPR
    • Sun, X.1    Chen, M.2    Hauptmann, A.3
  • 25
    • 33947614691 scopus 로고    scopus 로고
    • 3-d body posture tracking for human action template matching
    • M. Pierobon, M. Marcon, A. Sarti, and S. Tubaro, "3-d body posture tracking for human action template matching," in ICASSP, 2006.
    • (2006) ICASSP
    • Pierobon, M.1    Marcon, M.2    Sarti, A.3    Tubaro, S.4
  • 26
    • 50649108934 scopus 로고    scopus 로고
    • Action recognition from arbitrary views using 3d exemplars
    • D. Weinland, R. Ronfard, and E. Boyer, "Action recognition from arbitrary views using 3d exemplars," in ICCV, 2007.
    • (2007) ICCV
    • Weinland, D.1    Ronfard, R.2    Boyer, E.3
  • 27
    • 77958004871 scopus 로고    scopus 로고
    • View-invariant gesture recognition using 3d optical flow and harmonic motion context
    • M. Holte, T. Moeslund, and P. Fihl, "View-invariant gesture recognition using 3d optical flow and harmonic motion context," CVIU, vol. 114, no. 12, pp. 1353-1361, 2010.
    • (2010) CVIU , vol.114 , Issue.12 , pp. 1353-1361
    • Holte, M.1    Moeslund, T.2    Fihl, P.3
  • 28
    • 24644462267 scopus 로고    scopus 로고
    • Enhancing silhouette-based human motion capture with 3d motion fields
    • C. Joel, J. Carranza, M. Magnor, and H.-P. Seidel, "Enhancing silhouette-based human motion capture with 3d motion fields," in Pacific Graphics, 2003.
    • (2003) Pacific Graphics
    • Joel, C.1    Carranza, J.2    Magnor, M.3    Seidel, H.-P.4
  • 31
    • 2242471645 scopus 로고
    • Motion estimation of a human body using a difference image sequence
    • Y. Kameda, M. Minoh, and K. Ikeda, "Motion estimation of a human body using a difference image sequence," in ACCV, 1995.
    • (1995) ACCV
    • Kameda, Y.1    Minoh, M.2    Ikeda, K.3
  • 32
  • 33
    • 0002836012 scopus 로고
    • An iterative image registration technique with an application to stereo vision
    • B. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision," in Imaging Understanding Workshop, 1981.
    • (1981) Imaging Understanding Workshop
    • Lucas, B.1    Kanade, T.2
  • 34
    • 0028378716 scopus 로고
    • Performance of optical flow techniques
    • J. Barron, D. Fleet, and S. Beauchemin, "Performance of optical flow techniques," IJCV, vol. 12, no. 1, pp. 43-77, 1994.
    • (1994) IJCV , vol.12 , Issue.1 , pp. 43-77
    • Barron, J.1    Fleet, D.2    Beauchemin, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.