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Volumn 24, Issue 11, 2015, Pages 3781-3795

Human Action Recognition in Unconstrained Videos by Explicit Motion Modeling

Author keywords

camera motion; Human action recognition; motion representation; reference points; trajectory

Indexed keywords

BENCHMARKING; CAMERAS; FACE RECOGNITION; GESTURE RECOGNITION; MOTION ESTIMATION; TRAJECTORIES;

EID: 84938629614     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2015.2456412     Document Type: Article
Times cited : (80)

References (68)
  • 1
    • 24944451092 scopus 로고    scopus 로고
    • On space-time interest points
    • Sep.
    • I. Laptev, "On space-time interest points, " Int. J. Comput. Vis., vol. 64, pp. 107-123, Sep. 2005.
    • (2005) Int. J. Comput. Vis. , vol.64 , pp. 107-123
    • Laptev, I.1
  • 4
    • 84876945537 scopus 로고    scopus 로고
    • Dense trajectories and motion boundary descriptors for action recognition
    • H. Wang, A. Klaser, C. Schmid, and C.-L. Liu, "Dense trajectories and motion boundary descriptors for action recognition, " Int. J. Comput. Vis., vol. 103, no. 1, pp. 60-79, 2013.
    • (2013) Int. J. Comput. Vis. , vol.103 , Issue.1 , pp. 60-79
    • Wang, H.1    Klaser, A.2    Schmid, C.3    Liu, C.-L.4
  • 5
    • 70450203660 scopus 로고    scopus 로고
    • Recognizing realistic actions from videos 'in the wild
    • Jun.
    • J. Liu, J. Luo, and M. Shah, "Recognizing realistic actions from videos 'in the wild, "' in Proc. IEEE Conf. CVPR, Jun. 2009, pp. 1996-2003.
    • (2009) ' in Proc. IEEE Conf. CVPR , pp. 1996-2003
    • Liu, J.1    Luo, J.2    Shah, M.3
  • 6
    • 78149348137 scopus 로고    scopus 로고
    • Improving the Fisher kernel for large-scale image classification
    • F. Perronnin, J. Sánchez, and T. Mensink, "Improving the Fisher kernel for large-scale image classification, " in Proc. 11th ECCV, 2010, pp. 143-156.
    • (2010) Proc. 11th ECCV , pp. 143-156
    • Perronnin, F.1    Sánchez, J.2    Mensink, T.3
  • 7
    • 77956004473 scopus 로고    scopus 로고
    • Aggregating local descriptors into a compact image representation
    • Jun.
    • H. Jegou, M. Douze, C. Schmid, and P. Pérez, "Aggregating local descriptors into a compact image representation, " in Proc. IEEE Conf. CVPR, Jun. 2010, pp. 3304-3311.
    • (2010) Proc. IEEE Conf. CVPR , pp. 3304-3311
    • Jegou, H.1    Douze, M.2    Schmid, C.3    Pérez, P.4
  • 8
    • 78149344615 scopus 로고    scopus 로고
    • Image classification using super-vector coding of local image descriptors
    • X. Zhou, K. Yu, T. Zhang, and T. S. Huang, "Image classification using super-vector coding of local image descriptors, " in Proc. 11th ECCV, 2010, pp. 141-154.
    • (2010) Proc. 11th ECCV , pp. 141-154
    • Zhou, X.1    Yu, K.2    Zhang, T.3    Huang, T.S.4
  • 10
    • 56749161407 scopus 로고    scopus 로고
    • Cross-view action recognition from temporal self-similarities
    • I. N. Junejo, E. Dexter, I. Laptev, and P. Pérez, "Cross-view action recognition from temporal self-similarities, " in Proc. 10th ECCV, 2008, pp. 293-306.
    • (2008) Proc. 10th ECCV , pp. 293-306
    • Junejo, I.N.1    Dexter, E.2    Laptev, I.3    Pérez, P.4
  • 11
    • 37849037402 scopus 로고    scopus 로고
    • A 3-dimensional SIFT descriptor and its application to action recognition
    • P. Scovanner, S. Ali, and M. Shah, "A 3-dimensional SIFT descriptor and its application to action recognition, " in Proc. 15th Int. Conf. MM, 2007, pp. 357-360.
    • (2007) Proc. 15th Int. Conf. MM , pp. 357-360
    • Scovanner, P.1    Ali, S.2    Shah, M.3
  • 12
    • 56749155587 scopus 로고    scopus 로고
    • An efficient dense and scale-invariant spatio-temporal interest point detector
    • G. Willems, T. Tuytelaars, and L. Van Gool, "An efficient dense and scale-invariant spatio-temporal interest point detector, " in Proc. 10th ECCV, 2008, pp. 650-663.
    • (2008) Proc. 10th ECCV , pp. 650-663
    • Willems, G.1    Tuytelaars, T.2    Van Gool, L.3
  • 13
    • 78149305228 scopus 로고    scopus 로고
    • Hough transform and 3D SURF for robust three dimensional classification
    • J. Knopp, M. Prasad, G. Willems, R. Timofte, and L. Van Gool, "Hough transform and 3D SURF for robust three dimensional classification, " in Proc. 11th ECCV, 2010, pp. 589-602.
    • (2010) Proc. 11th ECCV , pp. 589-602
    • Knopp, J.1    Prasad, M.2    Willems, G.3    Timofte, R.4    Van Gool, L.5
  • 14
    • 78149336740 scopus 로고    scopus 로고
    • Convolutional learning of spatio-temporal features
    • G. W. Taylor, R. Fergus, Y. LeCun, and C. Bregler, "Convolutional learning of spatio-temporal features, " in Proc. 11th ECCV, 2010, pp. 140-153.
    • (2010) Proc. 11th ECCV , pp. 140-153
    • Taylor, G.W.1    Fergus, R.2    LeCun, Y.3    Bregler, C.4
  • 15
    • 80052874098 scopus 로고    scopus 로고
    • Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis
    • Jun.
    • Q. V. Le, W. Y. Zou, S. Y. Yeung, and A. Y. Ng, "Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis, " in Proc. IEEE Conf. CVPR, Jun. 2011, pp. 3361-3368.
    • (2011) Proc. IEEE Conf. CVPR , pp. 3361-3368
    • Le, Q.V.1    Zou, W.Y.2    Yeung, S.Y.3    Ng, A.Y.4
  • 16
    • 77955993558 scopus 로고    scopus 로고
    • Learning a hierarchy of discriminative space-time neighborhood features for human action recognition
    • Jun.
    • A. Kovashka and K. Grauman, "Learning a hierarchy of discriminative space-time neighborhood features for human action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2010, pp. 2046-2053.
    • (2010) Proc. IEEE Conf. CVPR , pp. 2046-2053
    • Kovashka, A.1    Grauman, K.2
  • 17
    • 84867884391 scopus 로고    scopus 로고
    • Space-variant descriptor sampling for action recognition based on saliency and eye movements
    • E. Vig, M. Dorr, and D. Cox, "Space-variant descriptor sampling for action recognition based on saliency and eye movements, " in Proc. 12th ECCV, 2012, pp. 84-97.
    • (2012) Proc. 12th ECCV , pp. 84-97
    • Vig, E.1    Dorr, M.2    Cox, D.3
  • 18
    • 84887327356 scopus 로고    scopus 로고
    • Sampling strategies for realtime action recognition
    • Jun.
    • F. Shi, E. Petriu, and R. Laganiere, "Sampling strategies for realtime action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 2595-2602.
    • (2013) Proc. IEEE Conf. CVPR , pp. 2595-2602
    • Shi, F.1    Petriu, E.2    Laganiere, R.3
  • 19
    • 80052915325 scopus 로고    scopus 로고
    • Recognizing human actions by attributes
    • Jun.
    • J. Liu, B. Kuipers, and S. Savarese, "Recognizing human actions by attributes, " in Proc. IEEE Conf. CVPR, Jun. 2011, pp. 3337-3344.
    • (2011) Proc. IEEE Conf. CVPR , pp. 3337-3344
    • Liu, J.1    Kuipers, B.2    Savarese, S.3
  • 20
    • 84866718894 scopus 로고    scopus 로고
    • Action bank: A high-level representation of activity in video
    • Jun.
    • S. Sadanand and J. J. Corso, "Action bank: A high-level representation of activity in video, " in Proc. IEEE Conf. CVPR, Jun. 2012, pp. 1234-1241.
    • (2012) Proc. IEEE Conf. CVPR , pp. 1234-1241
    • Sadanand, S.1    Corso, J.J.2
  • 21
    • 84898475671 scopus 로고    scopus 로고
    • Feature tracking and motion compensation for action recognition
    • H. Uemura, S. Ishikawa, and K. Mikolajczyk, "Feature tracking and motion compensation for action recognition, " in Proc. BMVC, 2008, pp. 1-10.
    • (2008) Proc. BMVC , pp. 1-10
    • Uemura, H.1    Ishikawa, S.2    Mikolajczyk, K.3
  • 22
    • 77953182943 scopus 로고    scopus 로고
    • Activity recognition using the velocity histories of tracked keypoints
    • Sep./Oct.
    • R. Messing, C. Pal, and H. Kautz, "Activity recognition using the velocity histories of tracked keypoints, " in Proc. IEEE 12th ICCV, Sep./Oct. 2009, pp. 104-111.
    • (2009) Proc. IEEE 12th ICCV , pp. 104-111
    • Messing, R.1    Pal, C.2    Kautz, H.3
  • 23
    • 70350656206 scopus 로고    scopus 로고
    • Video event detection using motion relativity and visual relatedness
    • F. Wang, Y.-G. Jiang, and C.-W. Ngo, "Video event detection using motion relativity and visual relatedness, " in Proc. 16th Int. Conf. MM, 2008, pp. 239-248.
    • (2008) Proc. 16th Int. Conf. MM , pp. 239-248
    • Wang, F.1    Jiang, Y.-G.2    Ngo, C.-W.3
  • 24
    • 78149349613 scopus 로고    scopus 로고
    • Tracklet descriptors for action modeling and video analysis
    • M. Raptis and S. Soatto, "Tracklet descriptors for action modeling and video analysis, " in Proc. 11th ECCV, 2010, pp. 577-590.
    • (2010) Proc. 11th ECCV , pp. 577-590
    • Raptis, M.1    Soatto, S.2
  • 25
    • 78149313902 scopus 로고    scopus 로고
    • Representing pairwise spatial and temporal relations for action recognition
    • P. Matikainen, M. Hebert, and R. Sukthankar, "Representing pairwise spatial and temporal relations for action recognition, " in Proc. 11th ECCV, 2010, pp. 508-521.
    • (2010) Proc. 11th ECCV , pp. 508-521
    • Matikainen, P.1    Hebert, M.2    Sukthankar, R.3
  • 26
    • 70450214829 scopus 로고    scopus 로고
    • Hierarchical spatio-temporal context modeling for action recognition
    • Jun.
    • J. Sun, X. Wu, S. Yan, L.-F. Cheong, T.-S. Chua, and J. Li, "Hierarchical spatio-temporal context modeling for action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2009, pp. 2004-2011.
    • (2009) Proc. IEEE Conf. CVPR , pp. 2004-2011
    • Sun, J.1    Wu, X.2    Yan, S.3    Cheong, L.-F.4    Chua, T.-S.5    Li, J.6
  • 28
    • 77949275097 scopus 로고    scopus 로고
    • A survey on vision-based human action recognition
    • R. Poppe, "A survey on vision-based human action recognition, " Image Vis. Comput., vol. 28, no. 6, pp. 976-990, 2010.
    • (2010) Image Vis. Comput. , vol.28 , Issue.6 , pp. 976-990
    • Poppe, R.1
  • 30
    • 0019647180 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. 7th IJCAI, 1981, pp. 674-679.
    • (1981) Proc. 7th IJCAI , pp. 674-679
    • Lucas, B.D.1    Kanade, T.2
  • 31
    • 84898405815 scopus 로고    scopus 로고
    • Recognizing activities with cluster-trees of tracklets
    • A. Gaidon, Z. Harchaoui, and C. Schmid, "Recognizing activities with cluster-trees of tracklets, " in Proc. BMVC, 2012, pp. 30.1-30.13.
    • (2012) Proc. BMVC , pp. 301-3013
    • Gaidon, A.1    Harchaoui, Z.2    Schmid, C.3
  • 32
    • 84866661728 scopus 로고    scopus 로고
    • Discovering discriminative action parts from mid-level video representations
    • Jun.
    • M. Raptis, I. Kokkinos, and S. Soatto, "Discovering discriminative action parts from mid-level video representations, " in Proc. IEEE Conf. CVPR, Jun. 2012, pp. 1242-1249.
    • (2012) Proc. IEEE Conf. CVPR , pp. 1242-1249
    • Raptis, M.1    Kokkinos, I.2    Soatto, S.3
  • 33
    • 84867849228 scopus 로고    scopus 로고
    • Motion interchange patterns for action recognition in unconstrained videos
    • O. Kliper-Gross, Y. Gurovich, T. Hassner, and L. Wolf, "Motion interchange patterns for action recognition in unconstrained videos, " in Proc. 12th ECCV, 2012, pp. 256-269.
    • (2012) Proc. 12th ECCV , pp. 256-269
    • Kliper-Gross, O.1    Gurovich, Y.2    Hassner, T.3    Wolf, L.4
  • 34
    • 80052959472 scopus 로고    scopus 로고
    • Trajectory analysis and semantic region modeling using nonparametric hierarchical Bayesian models
    • X. Wang, K. T. Ma, G.-W. Ng, and W. E. L. Grimson, "Trajectory analysis and semantic region modeling using nonparametric hierarchical Bayesian models, " Int. J. Comput. Vis., vol. 95, no. 3, pp. 287-312, 2011.
    • (2011) Int. J. Comput. Vis. , vol.95 , Issue.3 , pp. 287-312
    • Wang, X.1    Ma, K.T.2    Ng, G.-W.3    Grimson, W.E.L.4
  • 35
    • 84863082785 scopus 로고    scopus 로고
    • Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories
    • S. Wu, O. Oreifej, and M. Shah, "Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories, " in Proc. ICCV, 2011, pp. 1419-1426.
    • (2011) Proc. ICCV , pp. 1419-1426
    • Wu, S.1    Oreifej, O.2    Shah, M.3
  • 36
    • 34347372619 scopus 로고    scopus 로고
    • Object trajectory-based activity classification and recognition using hidden Markov models
    • Jul.
    • F. I. Bashir, A. A. Khokhar, and D. Schonfeld, "Object trajectory-based activity classification and recognition using hidden Markov models, " IEEE Trans. Image Process., vol. 16, no. 7, pp. 1912-1919, Jul. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.7 , pp. 1912-1919
    • Bashir, F.I.1    Khokhar, A.A.2    Schonfeld, D.3
  • 37
    • 55149089052 scopus 로고    scopus 로고
    • A statistical video content recognition method using invariant features on object trajectories
    • Nov.
    • A. Hervieu, P. Bouthemy, and J.-P. Le Cadre, "A statistical video content recognition method using invariant features on object trajectories, " IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1533-1543, Nov. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.11 , pp. 1533-1543
    • Hervieu, A.1    Bouthemy, P.2    Le Cadre, J.-P.3
  • 38
    • 84898805910 scopus 로고    scopus 로고
    • Action recognition with improved trajectories
    • Dec.
    • H. Wang and C. Schmid, "Action recognition with improved trajectories, " in Proc. IEEE ICCV, Dec. 2013, pp. 3551-3558.
    • (2013) Proc. IEEE ICCV , pp. 3551-3558
    • Wang, H.1    Schmid, C.2
  • 39
    • 33745821718 scopus 로고    scopus 로고
    • Human detection using oriented histograms of flow and appearance
    • N. Dalal, B. Triggs, and C. Schmid, "Human detection using oriented histograms of flow and appearance, " in Proc. 9th ECCV, 2006, pp. 428-441.
    • (2006) Proc. 9th ECCV , pp. 428-441
    • Dalal, N.1    Triggs, B.2    Schmid, C.3
  • 40
    • 84887398298 scopus 로고    scopus 로고
    • Better exploiting motion for better action recognition
    • Jun.
    • M. Jain, H. Jegou, and P. Bouthemy, "Better exploiting motion for better action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 2555-2562.
    • (2013) Proc. IEEE Conf. CVPR , pp. 2555-2562
    • Jain, M.1    Jegou, H.2    Bouthemy, P.3
  • 41
    • 55149114622 scopus 로고    scopus 로고
    • Event detection using trajectory clustering and 4D histograms
    • Nov.
    • C. R. Jung, L. Hennemann, and S. R. Musse, "Event detection using trajectory clustering and 4D histograms, " IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1565-1575, Nov. 2008.
    • (2008) IEEE Trans. Circuits Syst. Video Technol. , vol.18 , Issue.11 , pp. 1565-1575
    • Jung, C.R.1    Hennemann, L.2    Musse, S.R.3
  • 42
    • 33750311690 scopus 로고    scopus 로고
    • Recognition of dynamic video contents with global probabilistic models of visual motion
    • Nov.
    • G. Piriou, P. Bouthemy, and J.-F. Yao, "Recognition of dynamic video contents with global probabilistic models of visual motion, " IEEE Trans. Image Process., vol. 15, no. 11, pp. 3417-3430, Nov. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.11 , pp. 3417-3430
    • Piriou, G.1    Bouthemy, P.2    Yao, J.-F.3
  • 43
    • 84867849524 scopus 로고    scopus 로고
    • Trajectory-based modeling of human actions with motion reference points
    • Y.-G. Jiang, Q. Dai, X. Xue, W. Liu, and C.-W. Ngo, "Trajectory-based modeling of human actions with motion reference points, " in Proc. 12th ECCV, 2012, pp. 425-438.
    • (2012) Proc. 12th ECCV , pp. 425-438
    • Jiang, Y.-G.1    Dai, Q.2    Xue, X.3    Liu, W.4    Ngo, C.-W.5
  • 44
    • 35248856569 scopus 로고    scopus 로고
    • Two-frame motion estimation based on polynomial expansion
    • G. Farnebäck, "Two-frame motion estimation based on polynomial expansion, " in Proc. 13th Scandin. Conf. Image Anal., 2003, pp. 363-370.
    • (2003) Proc. 13th Scandin. Conf. Image Anal. , pp. 363-370
    • Farnebäck, G.1
  • 45
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • Jun.
    • N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection, " in Proc. IEEE Conf. CVPR, Jun. 2005, pp. 886-893.
    • (2005) Proc. IEEE Conf. CVPR , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 46
    • 84898890371 scopus 로고    scopus 로고
    • Evaluation of local spatio-temporal features for action recognition
    • H. Wang, M. M. Ullah, A. Klaser, I. Laptev, and C. Schmid, "Evaluation of local spatio-temporal features for action recognition, " in Proc. BMVC, 2008, pp. 124.1-124.11.
    • (2008) Proc. BMVC , pp. 1241-12411
    • Wang, H.1    Ullah, M.M.2    Klaser, A.3    Laptev, I.4    Schmid, C.5
  • 47
    • 84856682691 scopus 로고    scopus 로고
    • HMDB: A large video database for human motion recognition
    • Nov.
    • H. Kuehne, H. Jhuang, E. Garrote, T. Poggio, and T. Serre, "HMDB: A large video database for human motion recognition, " in Proc. IEEE ICCV, Nov. 2011, pp. 2556-2563.
    • (2011) Proc. IEEE ICCV , pp. 2556-2563
    • Kuehne, H.1    Jhuang, H.2    Garrote, E.3    Poggio, T.4    Serre, T.5
  • 48
    • 0345414182 scopus 로고    scopus 로고
    • Video Google: A text retrieval approach to object matching in videos
    • Oct.
    • J. Sivic and A. Zisserman, "Video Google: A text retrieval approach to object matching in videos, " in Proc. 9th IEEE ICCV, Oct. 2003, pp. 1470-1477.
    • (2003) Proc. 9th IEEE ICCV , pp. 1470-1477
    • Sivic, J.1    Zisserman, A.2
  • 49
    • 34948876367 scopus 로고    scopus 로고
    • Discovery of collocation patterns: From visual words to visual phrases
    • Jun.
    • J. Yuan, Y. Wu, and M. Yang, "Discovery of collocation patterns: From visual words to visual phrases, " in Proc. IEEE Conf. CVPR, Jun. 2007, pp. 1-8.
    • (2007) Proc. IEEE Conf. CVPR , pp. 1-8
    • Yuan, J.1    Wu, Y.2    Yang, M.3
  • 50
    • 79953058273 scopus 로고    scopus 로고
    • Action recognition using mined hierarchical compound features
    • May
    • A. Gilbert, J. Illingworth, and R. Bowden, "Action recognition using mined hierarchical compound features, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 5, pp. 883-897, May 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5 , pp. 883-897
    • Gilbert, A.1    Illingworth, J.2    Bowden, R.3
  • 51
    • 78649317568 scopus 로고    scopus 로고
    • Product quantization for nearest neighbor search
    • Jan.
    • H. Jegou, M. Douze, and C. Schmid, "Product quantization for nearest neighbor search, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 1, pp. 117-128, Jan. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.1 , pp. 117-128
    • Jegou, H.1    Douze, M.2    Schmid, C.3
  • 52
    • 84898929664 scopus 로고    scopus 로고
    • EM algorithms for PCA and SPCA
    • S. Roweis, "EM algorithms for PCA and SPCA, " in Proc. NIPS, 1998, pp. 626-632.
    • (1998) Proc. NIPS , pp. 626-632
    • Roweis, S.1
  • 54
    • 78149353400 scopus 로고    scopus 로고
    • Modeling temporal structure of decomposable motion segments for activity classification
    • J. C. Niebles, C.-W. Chen, and L. Fei-Fei, "Modeling temporal structure of decomposable motion segments for activity classification, " in Proc. 11th ECCV, 2010, pp. 392-405.
    • (2010) Proc. 11th ECCV , pp. 392-405
    • Niebles, J.C.1    Chen, C.-W.2    Fei-Fei, L.3
  • 56
    • 34247644569 scopus 로고    scopus 로고
    • Automatic panoramic image stitching using invariant features
    • M. Brown and D. G. Lowe, "Automatic panoramic image stitching using invariant features, " Int. J. Comput. Vis., vol. 74, no. 1, pp. 59-73, 2007.
    • (2007) Int. J. Comput. Vis. , vol.74 , Issue.1 , pp. 59-73
    • Brown, M.1    Lowe, D.G.2
  • 58
    • 84911446849 scopus 로고    scopus 로고
    • Multi-view super vector for action recognition
    • Jun.
    • Z. Cai, L. Wang, X. Peng, and Y. Qiao, "Multi-view super vector for action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2014, pp. 596-603.
    • (2014) Proc. IEEE Conf. CVPR , pp. 596-603
    • Cai, Z.1    Wang, L.2    Peng, X.3    Qiao, Y.4
  • 59
    • 84898428599 scopus 로고    scopus 로고
    • Improving bag-offeatures action recognition with non-local cues
    • M. M. Ullah, S. N. Parizi, and I. Laptev, "Improving bag-offeatures action recognition with non-local cues, " in Proc. BMVC, 2010, pp. 95.1-95.11.
    • (2010) Proc. BMVC , pp. 951-9511
    • Ullah, M.M.1    Parizi, S.N.2    Laptev, I.3
  • 60
    • 84911433150 scopus 로고    scopus 로고
    • Towards good practices for action video encoding
    • Jun.
    • J. Wu, Y. Zhang, and W. Lin, "Towards good practices for action video encoding, " in Proc. IEEE Conf. CVPR, Jun. 2014, pp. 2577-2584.
    • (2014) Proc. IEEE Conf. CVPR , pp. 2577-2584
    • Wu, J.1    Zhang, Y.2    Lin, W.3
  • 61
    • 84856661125 scopus 로고    scopus 로고
    • Learning spatiotemporal graphs of human activities
    • Nov.
    • W. Brendel and S. Todorovic, "Learning spatiotemporal graphs of human activities, " in Proc. IEEE ICCV, Nov. 2011, pp. 778-785.
    • (2011) Proc. IEEE ICCV , pp. 778-785
    • Brendel, W.1    Todorovic, S.2
  • 62
    • 84887388986 scopus 로고    scopus 로고
    • Joint sparsity-based representation and analysis of unconstrained activities
    • Jun.
    • R. Gopalan, "Joint sparsity-based representation and analysis of unconstrained activities, " in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 2738-2745.
    • (2013) Proc. IEEE Conf. CVPR , pp. 2738-2745
    • Gopalan, R.1
  • 63
    • 84911441074 scopus 로고    scopus 로고
    • Efficient feature extraction, encoding, and classification for action recognition
    • Jun.
    • V. Kantorov and I. Laptev, "Efficient feature extraction, encoding, and classification for action recognition, " in Proc. IEEE Conf. CVPR, Jun. 2014, pp. 2593-2600.
    • (2014) Proc. IEEE Conf. CVPR , pp. 2593-2600
    • Kantorov, V.1    Laptev, I.2
  • 64
    • 84887384267 scopus 로고    scopus 로고
    • Recognizing activities via bag of words for attribute dynamics
    • Jun.
    • W. Li, Q. Yu, H. Sawhney, and N. Vasconcelos, "Recognizing activities via bag of words for attribute dynamics, " in Proc. IEEE Conf. CVPR, Jun. 2013, pp. 2587-2594.
    • (2013) Proc. IEEE Conf. CVPR , pp. 2587-2594
    • Li, W.1    Yu, Q.2    Sawhney, H.3    Vasconcelos, N.4
  • 65
    • 84892618164 scopus 로고    scopus 로고
    • Mining motion atoms and phrases for complex action recognition
    • Dec.
    • L. Wang, Y. Qiao, and X. Tang, "Mining motion atoms and phrases for complex action recognition, " in Proc. IEEE ICCV, Dec. 2013, pp. 2680-2687.
    • (2013) Proc. IEEE ICCV , pp. 2680-2687
    • Wang, L.1    Qiao, Y.2    Tang, X.3
  • 66
    • 84911447839 scopus 로고    scopus 로고
    • A cause and effect analysis of motion trajectories for modeling actions
    • Jun.
    • S. Narayan and K. R. Ramakrishnan, "A cause and effect analysis of motion trajectories for modeling actions, " in Proc. IEEE Conf. CVPR, Jun. 2014, pp. 2633-2640.
    • (2014) Proc. IEEE Conf. CVPR , pp. 2633-2640
    • Narayan, S.1    Ramakrishnan, K.R.2
  • 67
    • 84906510060 scopus 로고    scopus 로고
    • Action recognition with stacked fisher vectors
    • X. Peng, C. Zou, Y. Qiao, and Q. Peng, "Action recognition with stacked fisher vectors, " in Proc. 13th ECCV, 2014, pp. 581-595.
    • (2014) Proc. 13th ECCV , pp. 581-595
    • Peng, X.1    Zou, C.2    Qiao, Y.3    Peng, Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.