메뉴 건너뛰기




Volumn 23, Issue 11, 2013, Pages 1980-1992

A heat-map-based algorithm for recognizing group activities in videos

Author keywords

Activity recognition; group activity; heat map; surface matching

Indexed keywords

ACTIVITY RECOGNITION; GROUP ACTIVITIES; GROUP ACTIVITY RECOGNITION; HEAT MAPS; HEAT SOURCES; MOTION INFORMATION; SURFACE MATCHING;

EID: 84887597255     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2013.2269780     Document Type: Article
Times cited : (56)

References (31)
  • 2
    • 51949108606 scopus 로고    scopus 로고
    • Pair-activity classification by bitrajectory analysis
    • Y. Zhou, S. Yan, and T. Huang, "Pair-activity classification by bitrajectory analysis," in Proc. IEEE Conf. CVPR, 2008, pp. 1-8.
    • (2008) Proc. IEEE Conf. CVPR , pp. 1-8
    • Zhou, Y.1    Yan, S.2    Huang, T.3
  • 3
    • 70450162963 scopus 로고    scopus 로고
    • Recognizing human group activity with localized causalities
    • B. Ni, S. Yan, and A. Kassim, "Recognizing human group activity with localized causalities," in Proc. IEEE CVPR, 2009, pp. 1470-1477.
    • (2009) Proc. IEEE CVPR , pp. 1470-1477
    • Ni, B.1    Yan, S.2    Kassim, A.3
  • 5
    • 84862968833 scopus 로고    scopus 로고
    • A new packagegroup-transmission-based algorithm for human activity recognition in videos
    • Y. Chen, W. Lin, H. Li, H. Luo, Y. Tao, and D. Liu, "A new packagegroup-transmission-based algorithm for human activity recognition in videos," in Proc. IEEE VCIP, 2011, pp. 1-4.
    • (2011) Proc. IEEE VCIP , pp. 1-4
    • Chen, Y.1    Lin, W.2    Li, H.3    Luo, H.4    Tao, Y.5    Liu, D.6
  • 6
    • 77955610877 scopus 로고    scopus 로고
    • Group event detection with a varying number of group members for video surveillance
    • Aug.
    • W. Lin, M.-T. Sun, R. Poovendran, and Z. Zhang, "Group event detection with a varying number of group members for video surveillance," IEEE Trans. Circuits Syst. Video Technol., vol. 20, no. 8, pp. 1057-1067, Aug. 2010.
    • (2010) IEEE Trans. Circuits Syst. Video Technol , vol.20 , Issue.8 , pp. 1057-1067
    • Lin, W.1    Sun, M.-T.2    Poovendran, R.3    Zhang, Z.4
  • 7
    • 0000142472 scopus 로고
    • Procrustes methods in the statistical analysis of shape
    • C. Goodall. "Procrustes methods in the statistical analysis of shape," J. R. Stat. Soc., vol. 53, no. 3, pp. 285-339, 1991.
    • (1991) J. R. Stat. Soc , vol.53 , Issue.3 , pp. 285-339
    • Goodall, C.1
  • 8
    • 79955754307 scopus 로고    scopus 로고
    • Heat-mapping: A robust approach toward perceptually consistent mesh segmentation
    • Y. Fang, M. Sun, M. Kim, and K. Ramani, "Heat-mapping: A robust approach toward perceptually consistent mesh segmentation," in Proc. IEEE Conf. CVPR, 2011, pp. 2145-2152.
    • (2011) Proc. IEEE Conf. CVPR , pp. 2145-2152
    • Fang, Y.1    Sun, M.2    Kim, M.3    Ramani, K.4
  • 11
    • 70350633931 scopus 로고    scopus 로고
    • Determining activity patterns in retail spaces through video analysis
    • A. Girgensohn, F. Shipman, and L. Wilcox, "Determining activity patterns in retail spaces through video analysis," in Proc. ACM Multimedia, 2008, pp. 889-892.
    • (2008) Proc. ACM Multimedia , pp. 889-892
    • Girgensohn, A.1    Shipman, F.2    Wilcox, L.3
  • 12
    • 84870167397 scopus 로고    scopus 로고
    • Activity recognition in a dense sensor network
    • W. A. Hoff and J. W. Howard, "Activity recognition in a dense sensor network," in Proc. Int. Conf. SNA, 2009, pp. 67-72.
    • (2009) Proc. Int. Conf. SNA , pp. 67-72
    • Hoff, W.A.1    Howard, J.W.2
  • 13
    • 0003417748 scopus 로고    scopus 로고
    • Statistical models of appearance for computer vision
    • Univ. Manchester, Manchester, U.K, Tech. Rep
    • T. F. Cootes and C. J. Taylor, "Statistical models of appearance for computer vision," Image Sci. Biomed. Eng., Univ. Manchester, Manchester, U.K, Tech. Rep., 2004.
    • (2004) Image Sci. Biomed. Eng.
    • Cootes, T.F.1    Taylor, C.J.2
  • 15
    • 50549098550 scopus 로고    scopus 로고
    • Activity recognition using a combination of category components and local models for video surveillance
    • Aug
    • W. Lin, M.-T. Sun, R. Poovendran, and Z. Zhang, "Activity recognition using a combination of category components and local models for video surveillance," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 8, pp. 1128-1139, Aug. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol , vol.18 , Issue.8 , pp. 1128-1139
    • Lin, W.1    Sun, M.-T.2    Poovendran, R.3    Zhang, Z.4
  • 16
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. Chang and C. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, pp. 1-27, 2011.
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , pp. 1-27
    • Chang, C.1    Lin, C.2
  • 17
    • 78149332441 scopus 로고    scopus 로고
    • Chrono-gait image: A novel temporal template for gait recognition
    • C. Wang, J. Zhang, J. Pu, X. Yuan, and L. Wang, "Chrono-gait image: A novel temporal template for gait recognition," in Proc. ECCV, 2010, pp. 257-270.
    • (2010) Proc. ECCV , pp. 257-270
    • Wang, C.1    Zhang, J.2    Pu, J.3    Yuan, X.4    Wang, L.5
  • 18
    • 35048842427 scopus 로고    scopus 로고
    • Activity recognition from user-annotated acceleration data
    • L. Bao and S. Intille, "Activity recognition from user-annotated acceleration data," in Proc. Int. Conf. Pervasive Computing PERVASIVE, vol. 3001. 2004, pp. 1-17.
    • (2004) Proc. Int. Conf. Pervasive Computing Pervasive , vol.3001 , pp. 1-17
    • Bao, L.1    Intille, S.2
  • 19
    • 2342579394 scopus 로고    scopus 로고
    • Action recognition based on view invariant spatio-temporal analysis
    • C. Rao, M. Shah, and T. Syeda-Mahmood, "Action recognition based on view invariant spatio-temporal analysis," in Proc. ACM Multimedia, 2003, pp. 518-527.
    • (2003) Proc. ACM Multimedia , pp. 518-527
    • Rao, C.1    Shah, M.2    Syeda-Mahmood, T.3
  • 20
    • 70450255364 scopus 로고    scopus 로고
    • Abnormal crowd behavior detection using social force model
    • R. Mehran, A. Oyama, and M. Shah, "Abnormal crowd behavior detection using social force model," in Proc. IEEE Conf. CVPR, 2009, pp. 935-942.
    • (2009) Proc. IEEE Conf. CVPR , pp. 935-942
    • Mehran, R.1    Oyama, A.2    Shah, M.3
  • 21
    • 84862926599 scopus 로고    scopus 로고
    • Crowd instability analysis using velocity-field based social force model
    • J. Zhao, Y. Xu, X. Yang, and Q. Yan, "Crowd instability analysis using velocity-field based social force model," in Proc. VCIP, 2011, pp. 1-4.
    • (2011) Proc. VCIP , pp. 1-4
    • Zhao, J.1    Xu, Y.2    Yang, X.3    Yan, Q.4
  • 23
    • 80052900737 scopus 로고    scopus 로고
    • Abnormal detection using interaction energy potentials
    • X. Cui, Q. Liu, M. Gao, and D. N. Metaxas, "Abnormal detection using interaction energy potentials," in Proc. IEEE Conf. CVPR, 2011, pp. 3161-3167.
    • (2011) Proc. IEEE Conf. CVPR , pp. 3161-3167
    • Cui, X.1    Liu, Q.2    Gao, M.3    Metaxas, D.N.4
  • 25
  • 26
    • 84883391287 scopus 로고    scopus 로고
    • A new localmain-gradient-orientation HOG and contour differences based algorithm for object classification
    • X. Su, W. Lin, X. Zhen, X. Han, H. Chu, and X. Zhang, "A new localmain-gradient-orientation HOG and contour differences based algorithm for object classification," in Proc. IEEE ISCAS, 2013, pp. 21-24.
    • (2013) Proc. IEEE ISCAS , pp. 21-24
    • Su, X.1    Lin, W.2    Zhen, X.3    Han, X.4    Chu, H.5    Zhang, X.6
  • 27
    • 84871362442 scopus 로고    scopus 로고
    • A new heat-mapbased algorithm for human group activity recognition
    • H. Chu, W. Lin, J. Wu, X. Zhou, Y. Chen, and H. Li, "A new heat-mapbased algorithm for human group activity recognition," in Proc. ACM Multimedia, 2012, pp. 1069-1072.
    • (2012) Proc.ACM Multimedia , pp. 1069-1072
    • Chu, H.1    Lin, W.2    Wu, J.3    Zhou, X.4    Chen, Y.5    Li, H.6
  • 28
    • 0002836012 scopus 로고
    • An iterative image registration technique with an application to stereo vision
    • B. D. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision," in Proc. Imaging Understanding Workshop, 1981, pp. 121-130.
    • (1981) Proc. Imaging Understanding Workshop , pp. 121-130
    • Lucas, B.D.1    Kanade, T.2
  • 30
    • 84870595174 scopus 로고    scopus 로고
    • Robust object tracking with bidirectional corner matching and trajectory smoothness algorithm
    • G. Wu, Y. Xu, X. Yang, Q. Yan, and K. Gu, "Robust object tracking with bidirectional corner matching and trajectory smoothness algorithm," in Proc. Int. Workshop Multimedia Signal Processing, 2012, pp. 294-298.
    • (2012) Proc. Int. Workshop Multimedia Signal Processing , pp. 294-298
    • Wu, G.1    Xu, Y.2    Yang, X.3    Yan, Q.4    Gu, K.5
  • 31
    • 70450199302 scopus 로고    scopus 로고
    • Discriminatively trained particle filters for complex multi-object tracking
    • R. Hess and A. Fern, "Discriminatively trained particle filters for complex multi-object tracking," in Proc. IEEE Conf. CVPR, 2009, pp. 240-247.
    • (2009) Proc. IEEE Conf. CVPR , pp. 240-247
    • Hess, R.1    Fern, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.