메뉴 건너뛰기




Volumn 21, Issue 7, 2011, Pages 853-866

Boosted exemplar learning for action recognition and annotation

Author keywords

Action annotation; action recognition; AdaBoost; mi SVM; multiple instance learning (MIL)

Indexed keywords

ACTION ANNOTATION; ACTION RECOGNITION; CO-OCCURRENCE; DATA SETS; DISTANCE MEASURE; EUCLIDEAN SPACES; EXEMPLAR LEARNING; HUMAN-ACTION RECOGNITION; IMAGE SETS; MI-SVM; MULTIPLE-INSTANCE LEARNING; OPTIMIZATION FORMULATIONS; RESEARCH TOPICS; TIME RESOLUTION; VISUAL APPEARANCE; YOUTUBE;

EID: 79960160111     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2011.2133090     Document Type: Article
Times cited : (28)

References (39)
  • 1
  • 2
    • 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. Kr̈uger, "A survey of advances in vision-based human motion capture and analysis," Comput. Vision Image Understand., vol. 104, no. 2, 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
  • 4
    • 50649108934 scopus 로고    scopus 로고
    • Action recognition from arbitrary views using 3-D exemplars
    • D. Weinland, E. Boyer, and R. Ronfard, "Action recognition from arbitrary views using 3-D exemplars," in Proc. ICCV, 2007, pp. 1-7.
    • (2007) Proc. ICCV , pp. 1-7
    • Weinland, D.1    Boyer, E.2    Ronfard, R.3
  • 5
    • 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 Proc. CVPR, 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Schindler, K.1    Van Gool, L.2
  • 6
    • 51949085356 scopus 로고    scopus 로고
    • Pose primitive based human action recognition in videos or still images
    • C. Thurau and V. Hlavac, "Pose primitive based human action recognition in videos or still images," in Proc. CVPR, 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Thurau, C.1    Hlavac, V.2
  • 7
    • 51949110582 scopus 로고    scopus 로고
    • Action recognition using exemplar-based embedding
    • D. Weinland and E. Boyer, "Action recognition using exemplar-based embedding," in Proc. CVPR, 2008, pp. 1-7.
    • (2008) Proc. CVPR , pp. 1-7
    • Weinland, D.1    Boyer, E.2
  • 10
    • 10044233701 scopus 로고    scopus 로고
    • Recognizing human actions: A local SVM approach
    • C. Schuldt, I. Laptev, and B. Caputo, "Recognizing human actions: A local SVM approach," in Proc. ICPR, 2004, pp. 32-36.
    • (2004) Proc. ICPR , pp. 32-36
    • Schuldt, C.1    Laptev, I.2    Caputo, B.3
  • 11
    • 51949113462 scopus 로고    scopus 로고
    • Unsupervised learning of human action categories using spatial-temporal words
    • J. Niebles and L. Fei-Fei, "Unsupervised learning of human action categories using spatial-temporal words," in Proc. BMVC, 2006, pp. 299-318.
    • (2006) Proc. BMVC , pp. 299-318
    • Niebles, J.1    Fei-Fei, L.2
  • 12
    • 50649099025 scopus 로고    scopus 로고
    • A biologically inspired system for action
    • H. Jhuang, T. Serre, L. Wolf, and T. Poggio, "A biologically inspired system for action," in Proc. ICCV, 2007, pp. 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Jhuang, H.1    Serre, T.2    Wolf, L.3    Poggio, T.4
  • 13
    • 34948833675 scopus 로고    scopus 로고
    • Tensor canonical correlation analysis for action classification
    • T. K. Kim, S. F. Wong, and R. Cipolla, "Tensor canonical correlation analysis for action classification," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Kim, T.K.1    Wong, S.F.2    Cipolla, R.3
  • 14
    • 57149140985 scopus 로고    scopus 로고
    • Human activity recognition with metric learning
    • D. Tran and A. Sorokin, "Human activity recognition with metric learning," in Proc. ECCV, 2008, pp. 548-561.
    • (2008) Proc. ECCV , pp. 548-561
    • Tran, D.1    Sorokin, A.2
  • 15
    • 0041940186 scopus 로고    scopus 로고
    • Estimating 3-D hand pose from a cluttered image
    • V. Athitsos and S. Sclaroff, "Estimating 3-D hand pose from a cluttered image," in Proc. CVPR, 2003, pp. 432-439.
    • (2003) Proc. CVPR , pp. 432-439
    • Athitsos, V.1    Sclaroff, S.2
  • 18
    • 34948854308 scopus 로고    scopus 로고
    • PEET: Prototype embedding and embedding transition for matching vehicles over disparate viewpoints
    • Y. Guo, Y. Shan, H. Sawhney, and R. Kumar, "PEET: Prototype embedding and embedding transition for matching vehicles over disparate viewpoints," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Guo, Y.1    Shan, Y.2    Sawhney, H.3    Kumar, R.4
  • 21
    • 0041932446 scopus 로고    scopus 로고
    • Learning dynamics for exemplar-based gesture recognition
    • A. M. Elgammal, V. D. Shet, Y. Yacoob, and L. S. Davis, "Learning dynamics for exemplar-based gesture recognition," in Proc. CVPR, 2003, pp. 571-578.
    • (2003) Proc. CVPR , pp. 571-578
    • Elgammal, A.M.1    Shet, V.D.2    Yacoob, Y.3    Davis, L.S.4
  • 22
    • 50649106676 scopus 로고    scopus 로고
    • Human pose estimation using motion exemplars
    • A. Fathi and G. Mori, "Human pose estimation using motion exemplars," in Proc. ICCV, 2007, pp. 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Fathi, A.1    Mori, G.2
  • 23
    • 70450203660 scopus 로고    scopus 로고
    • Recognizing realistic actions from videos in the wild
    • J. Liu, J. Luo, and M. Shah, "Recognizing realistic actions from videos in the wild," in Proc. CVPR, 2009, pp. 1996-2003.
    • (2009) Proc. CVPR , pp. 1996-2003
    • Liu, J.1    Luo, J.2    Shah, M.3
  • 24
    • 70450170628 scopus 로고    scopus 로고
    • Learning semantic visual vocabularies using diffusion distance
    • J. Liu, Y. Yang, and M. Shah, "Learning semantic visual vocabularies using diffusion distance," in Proc. CVPR, 2009, pp. 461-468.
    • (2009) Proc. CVPR , pp. 461-468
    • Liu, J.1    Yang, Y.2    Shah, M.3
  • 25
    • 77953194241 scopus 로고    scopus 로고
    • Action detection in complex scenes with spatial and temporal ambiguities
    • Sep.-Oct.
    • Y. Hu, L. Cao, F. Lv, S. Yan, Y. Gong, and T. Huang, "Action detection in complex scenes with spatial and temporal ambiguities," in Proc. IEEE Int. Conf. Comput. Vision, Sep.-Oct. 2009, pp. 128-135.
    • (2009) Proc. IEEE Int. Conf. Comput. Vision , pp. 128-135
    • Hu, Y.1    Cao, L.2    Lv, F.3    Yan, S.4    Gong, Y.5    Huang, T.6
  • 28
    • 0030649484 scopus 로고    scopus 로고
    • Solving the multiple instance problem with axis-parallel rectangles
    • PII S0004370296000343
    • T. Dietterich, R. Lathrop, and T. Lozano-Perez, "Solving the multipleinstance problem with axis parallel rectangles," Artif. Intell., vol. 89, nos. 1-2, Jan. 1997, pp. 31-71. (Pubitemid 127412230)
    • (1997) Artificial Intelligence , vol.89 , Issue.1-2 , pp. 31-71
    • Dietterich, T.G.1    Lathrop, R.H.2    Lozano-Perez, T.3
  • 29
    • 85141266799 scopus 로고    scopus 로고
    • Support vector machines for multiple-instance learning
    • S. Andrews, I. Tsochantaridis, and T. Hofmann, "Support vector machines for multiple-instance learning," in Proc. NIPS, 2002, pp. 561-568.
    • (2002) Proc. NIPS , pp. 561-568
    • Andrews, S.1    Tsochantaridis, I.2    Hofmann, T.3
  • 30
    • 34147148981 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting," Ann. Statist., vol. 28, p. 2000, 1998.
    • (1998) Ann. Statist. , vol.28 , pp. 2000
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 32
    • 34948844544 scopus 로고    scopus 로고
    • Recognizing human activities from silhouettes: Motion subspace and factorial discriminative graphical model
    • L. Wang and D. Suter, "Recognizing human activities from silhouettes: Motion subspace and factorial discriminative graphical model," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Wang, L.1    Suter, D.2
  • 33
    • 50649103522 scopus 로고    scopus 로고
    • Chaotic invariants for human action recognition
    • S. Ali, A. Basharat, and M. Shah, "Chaotic invariants for human action recognition," in Proc. ICCV, 2007, pp. 1-8.
    • (2007) Proc. ICCV , pp. 1-8
    • Ali, S.1    Basharat, A.2    Shah, M.3
  • 34
    • 34948834722 scopus 로고    scopus 로고
    • Detecting pedestrians by learning shapelet features
    • P. Sabzmeydani and G. Mori, "Detecting pedestrians by learning shapelet features," in Proc. CVPR, 2007, pp. 1-8.
    • (2007) Proc. CVPR , pp. 1-8
    • Sabzmeydani, P.1    Mori, G.2
  • 35
    • 73849126715 scopus 로고    scopus 로고
    • Human action recognition in videos using kinematic features and multiple instance learning
    • Feb
    • S. Ali and M. Shah, "Human action recognition in videos using kinematic features and multiple instance learning," IEEE Trans. Patt. Anal. Mach. Intell., vol. 32, no. 2, pp. 288-303, Feb. 2010.
    • (2010) IEEE Trans. Patt. Anal. Mach. Intell. , vol.32 , Issue.2 , pp. 288-303
    • Ali, S.1    Shah, M.2
  • 36
    • 51949085157 scopus 로고    scopus 로고
    • Learning human actions via information maximization
    • J. Liu and M. Shah, "Learning human actions via information maximization," in Proc. CVPR, 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Liu, J.1    Shah, M.2
  • 37
    • 57149147931 scopus 로고    scopus 로고
    • Extracting moving people from Internet videos
    • J. C. Niebles, B. Han, A. Ferencz, and L. Fei-Fei, "Extracting moving people from Internet videos," in Proc. ECCV, 2008, pp. 527-540.
    • (2008) Proc. ECCV , pp. 527-540
    • Niebles, J.C.1    Han, B.2    Ferencz, A.3    Fei-Fei, L.4
  • 38
    • 51949101231 scopus 로고    scopus 로고
    • A discriminatively trained, multiscale, deformable part model
    • P. Felzenszwalb, D. McAllester, and D. Ramanan, "A discriminatively trained, multiscale, deformable part model," in Proc. CVPR, 2008, pp. 1-8.
    • (2008) Proc. CVPR , pp. 1-8
    • Felzenszwalb, P.1    McAllester, D.2    Ramanan, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.