메뉴 건너뛰기




Volumn , Issue , 2013, Pages 2264-2271

Learning to share latent tasks for action recognition

Author keywords

Action Recognition; Latent Task

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS; TIME AND MOTION STUDY;

EID: 84898817898     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2013.281     Document Type: Conference Paper
Times cited : (52)

References (33)
  • 1
    • 55149088329 scopus 로고    scopus 로고
    • Convex multi-task feature learning
    • A. Argyriou, T. Evgeniou, and M. Pontil. Convex multi-task feature learning. Machine Learning, 73(3):243-272, 2008.
    • (2008) Machine Learning , vol.73 , Issue.3 , pp. 243-272
    • Argyriou, A.1    Evgeniou, T.2    Pontil, M.3
  • 2
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-thresholding algorithm for linear inverse problems
    • A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM J. Imaging Sciences, 2(1):183-202, 2009.
    • (2009) SIAM J. Imaging Sciences , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 4
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • R. Caruana. Multitask learning. Machine Learning, 28(1):41-75, 1997.
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 6
    • 12244250351 scopus 로고    scopus 로고
    • Regularized multi-task learning
    • T. Evgeniou and M. Pontil. Regularized multi-task learning. In Proc. KDD, 2004.
    • (2004) Proc. KDD
    • Evgeniou, T.1    Pontil, M.2
  • 9
    • 77956548668 scopus 로고    scopus 로고
    • Tree-guided group lasso for multi-task regression with structured sparsity
    • S. Kim and E. P. Xing. Tree-guided group lasso for multi-task regression with structured sparsity. In Proc. ICML, 2010.
    • (2010) Proc. ICML
    • Kim, S.1    Xing, E.P.2
  • 10
    • 84883368489 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. ECCV, 2012.
    • (2012) Proc. ECCV
    • Kliper-Gross, O.1    Gurovich, Y.2    Hassner, T.3    Wolf, L.4
  • 11
    • 84899008316 scopus 로고    scopus 로고
    • Learning task grouping and overlap in multitask learning
    • H. D III
    • A. Kumar and H. D. III. Learning task grouping and overlap in multitask learning. In Proc. ICML, 2012.
    • (2012) Proc. ICML
    • Kumar, A.1
  • 12
    • 84862638723 scopus 로고    scopus 로고
    • Discriminative latent models for recognizing contextual group activities
    • T. Lan, Y. Wang, W. Yang, S. N. Robinovitch, and G. Mori. Discriminative latent models for recognizing contextual group activities. IEEE Trans. PAMI, 34(8):1549-1562, 2012.
    • (2012) IEEE Trans. PAMI , vol.34 , Issue.8 , pp. 1549-1562
    • Lan, T.1    Wang, Y.2    Yang, W.3    Robinovitch, S.N.4    Mori, G.5
  • 14
  • 16
    • 70450162963 scopus 로고    scopus 로고
    • Recognizing human group activities with localized causalities
    • B. Ni, S. Yan, and A. A. Kassim. Recognizing human group activities with localized causalities. In Proc. CVPR, 2009.
    • (2009) Proc. CVPR
    • Ni, B.1    Yan, S.2    Kassim, A.A.3
  • 17
    • 80052874353 scopus 로고    scopus 로고
    • Modeling temporal structure of decomposable motion segments for activity classification
    • J. C. Niebles, C.-W. Chen, and F.-F. Li. Modeling temporal structure of decomposable motion segments for activity classification. In Proc. ECCV, 2010.
    • (2010) Proc. ECCV
    • Niebles, J.C.1    Chen, C.-W.2    Li, F.-F.3
  • 18
    • 80052912053 scopus 로고    scopus 로고
    • Shared parts for deformable part-based models
    • P. Ott and M. Everingham. Shared parts for deformable part-based models. In Proc. CVPR, 2011.
    • (2011) Proc. CVPR
    • Ott, P.1    Everingham, M.2
  • 22
    • 84866718894 scopus 로고    scopus 로고
    • Action bank: A high-level representation of activity in video
    • S. Sadanand and J. J. Corso. Action bank: A high-level representation of activity in video. In Proc. CVPR, 2012.
    • (2012) Proc. CVPR
    • Sadanand, S.1    Corso, J.J.2
  • 23
    • 80052905403 scopus 로고    scopus 로고
    • Learning to share visual appearance for multiclass object detection
    • R. Salakhutdinov, A. Torralba, and J. B. Tenenbaum. Learning to share visual appearance for multiclass object detection. In Proc. CVPR, 2011.
    • (2011) Proc. CVPR
    • Salakhutdinov, R.1    Torralba, A.2    Tenenbaum, J.B.3
  • 25
    • 84866658784 scopus 로고    scopus 로고
    • Learning latent temporal structure for complex event detection
    • K. Tang, F.-F. Li, and D. Koller. Learning latent temporal structure for complex event detection. In Proc. CVPR, 2012.
    • (2012) Proc. CVPR
    • Tang, K.1    Li, F.-F.2    Koller, D.3
  • 26
    • 34047200109 scopus 로고    scopus 로고
    • Sharing visual features for multiclass and multiview object detection
    • A. Torralba, K. P. Murphy, and W. T. Freeman. Sharing visual features for multiclass and multiview object detection. IEEE Trans. PAMI, 29(5):854-869, 2007.
    • (2007) IEEE Trans. PAMI , vol.29 , Issue.5 , pp. 854-869
    • Torralba, A.1    Murphy, K.P.2    Freeman, W.T.3
  • 27
    • 70049111607 scopus 로고    scopus 로고
    • On accelerated proximal gradient methods for convexconcave optimization
    • Submitted to
    • P. Tseng. On accelerated proximal gradient methods for convexconcave optimization. Submitted to SIAM Journal on Optimization, 2008.
    • (2008) SIAM Journal on Optimization
    • Tseng, P.1
  • 28
    • 80052877143 scopus 로고    scopus 로고
    • Action recognition by dense trajectories
    • H. Wang, A. Klaser, C. Schmid, and C.-L. Liu. Action recognition by dense trajectories. In Proc. CVPR, pages 3169-3176, 2011.
    • (2011) Proc. CVPR , pp. 3169-3176
    • Wang, H.1    Klaser, A.2    Schmid, C.3    Liu, C.-L.4
  • 30
    • 84887400741 scopus 로고    scopus 로고
    • Motionlets: Mid-level 3d parts for human motion recognition
    • L. Wang, Y. Qiao, and X. Tang. Motionlets: Mid-level 3d parts for human motion recognition. In Proc. CVPR, pages 2674-2681, 2013.
    • (2013) Proc. CVPR , pp. 2674-2681
    • Wang, L.1    Qiao, Y.2    Tang, X.3
  • 31
    • 79957467077 scopus 로고    scopus 로고
    • Hidden part models for human action recognition: Probabilistic versus max margin
    • Y. Wang and G. Mori. Hidden part models for human action recognition: Probabilistic versus max margin. IEEE Trans. PAMI, 33(7):1310-1323, 2011.
    • (2011) IEEE Trans. PAMI , vol.33 , Issue.7 , pp. 1310-1323
    • Wang, Y.1    Mori, G.2
  • 32
  • 33
    • 85162400077 scopus 로고    scopus 로고
    • Clustered multi-task learning via alternating structure optimization
    • J. Zhou, J. Chen, and J. Ye. Clustered multi-task learning via alternating structure optimization. In Proc. NIPS, 2011.
    • (2011) Proc. NIPS
    • Zhou, J.1    Chen, J.2    Ye, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.