메뉴 건너뛰기




Volumn 123, Issue , 2014, Pages 1-13

Action recognition using global spatio-temporal features derived from sparse representations

Author keywords

Action classification; Activity recognition; Global spatio temporal features

Indexed keywords

CLASSIFICATION (OF INFORMATION); DIGITAL STORAGE; FEATURE EXTRACTION; GESTURE RECOGNITION; IMAGE RECOGNITION; VIDEO RECORDING;

EID: 84899639091     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2014.01.002     Document Type: Article
Times cited : (50)

References (65)
  • 1
    • 24944451092 scopus 로고    scopus 로고
    • On space-time interest points
    • DOI 10.1007/s11263-005-1838-7
    • I. Laptev On space-time interest points International Journal of Computer Vision vol. 64 2005 Springer 107 123 (Pubitemid 41314645)
    • (2005) International Journal of Computer Vision , vol.64 , Issue.2-3 , pp. 107-123
    • Laptev, I.1
  • 2
    • 0034857389 scopus 로고    scopus 로고
    • Computing visual correspondence with occlusions using graph cuts
    • IEEE Computer Society
    • V. Kolmogorov, and R. Zabih Computing visual correspondence with occlusions using graph cuts International Conference on Computer Vision 2001 IEEE Computer Society
    • (2001) International Conference on Computer Vision
    • Kolmogorov, V.1    Zabih, R.2
  • 3
    • 38149027770 scopus 로고    scopus 로고
    • Action recognition for surveillance applications using optic flow and SVM
    • Springer
    • S. Danafar, and N. Gheissari Action recognition for surveillance applications using optic flow and SVM Asian Conference on Computer Vision 2007 Springer 457 466
    • (2007) Asian Conference on Computer Vision , pp. 457-466
    • Danafar, S.1    Gheissari, N.2
  • 14
    • 37849037402 scopus 로고    scopus 로고
    • A 3-dimensional SIFT descriptor and its application to action recognition
    • ACM
    • P. Scovanner, S. Ali, and M. Shah A 3-dimensional SIFT descriptor and its application to action recognition International Conference on Multimedia 2007 ACM 357 360
    • (2007) International Conference on Multimedia , pp. 357-360
    • Scovanner, P.1    Ali, S.2    Shah, M.3
  • 17
    • 77949275097 scopus 로고    scopus 로고
    • A survey on vision-based human action recognition
    • Elsevier
    • R. Poppe A survey on vision-based human action recognition Image and Vision Computing vol. 28 2010 Elsevier 976 990
    • (2010) Image and Vision Computing , vol.28 VOL. , pp. 976-990
    • Poppe, R.1
  • 19
    • 79955649703 scopus 로고    scopus 로고
    • Human activity analysis: A review
    • ACM
    • J. Aggarwal, and M.S. Ryoo Human activity analysis: a review ACM Computing Surveys vol. 43 2011 ACM 16
    • (2011) ACM Computing Surveys , vol.43 VOL. , pp. 16
    • Aggarwal, J.1    Ryoo, M.S.2
  • 27
    • 84861728486 scopus 로고    scopus 로고
    • Sparse modeling of human actions from motion imagery
    • Springer
    • A. Castrodad, and G. Sapiro Sparse modeling of human actions from motion imagery International Journal of Computer Vision vol. 100 2012 Springer 1 15
    • (2012) International Journal of Computer Vision , vol.100 VOL. , pp. 1-15
    • Castrodad, A.1    Sapiro, G.2
  • 28
    • 56749155587 scopus 로고    scopus 로고
    • An efficient dense and scale-invariant spatio-temporal interest point detector
    • Springer
    • G. Willems, T. Tuytelaars, and L. Van Gool An efficient dense and scale-invariant spatio-temporal interest point detector European Conference on Computer Vision 2008 Springer 650 663
    • (2008) European Conference on Computer Vision , pp. 650-663
    • Willems, G.1    Tuytelaars, T.2    Van Gool, L.3
  • 30
    • 80052874098 scopus 로고    scopus 로고
    • Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis
    • IEEE
    • Q. Le, W. Zou, S. Yeung, and A. Ng Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis IEEE Conference on Computer Vision and Pattern Recognition 2011 IEEE 3361 3368
    • (2011) IEEE Conference on Computer Vision and Pattern Recognition , pp. 3361-3368
    • Le, Q.1    Zou, W.2    Yeung, S.3    Ng, A.4
  • 32
    • 84898890371 scopus 로고    scopus 로고
    • Evaluation of local spatio-temporal features for action recognition
    • H. Wang, M.M. Ullah, A. Kläser, I. Laptev, C. Schmid, Evaluation of local spatio-temporal features for action recognition, in: BMVC 2009 British Machine Vision Conference, 2009.
    • (2009) BMVC 2009 British Machine Vision Conference
    • Wang, H.1
  • 36
    • 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, M. Shah, Action recognition in videos acquired by a moving camera using motion decomposition of Lagrangian particle trajectories, in: IEEE International Conference on Computer Vision, 2011, pp. 1419-1426.
    • (2011) IEEE International Conference on Computer Vision , pp. 1419-1426
    • Wu, S.1    Oreifej, O.2    Shah, M.3
  • 38
    • 0035507681 scopus 로고    scopus 로고
    • Saliency, scale and image description
    • DOI 10.1023/A:1012460413855
    • T. Kadir, and M. Brady Saliency, scale and image description International Journal of Computer Vision vol. 45 2001 Springer 83 105 (Pubitemid 33125858)
    • (2001) International Journal of Computer Vision , vol.45 , Issue.2 , pp. 83-105
    • Kadir, T.1    Brady, M.2
  • 42
    • 0036954331 scopus 로고    scopus 로고
    • Kolmogorov's structure functions with an application to the foundations of model selection
    • IEEE
    • N. Vereshchagin, and P. Vitányi Kolmogorov's structure functions with an application to the foundations of model selection Foundations of Computer Science 2002 IEEE 751 760
    • (2002) Foundations of Computer Science , pp. 751-760
    • Vereshchagin, N.1    Vitányi, P.2
  • 44
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Elsevier
    • J. Rissanen Modeling by shortest data description Automatica vol. 14 1978 Elsevier 465 471
    • (1978) Automatica , vol.14 VOL. , pp. 465-471
    • Rissanen, J.1
  • 46
    • 84861121463 scopus 로고    scopus 로고
    • An MDL framework for sparse coding and dictionary learning
    • IEEE
    • I. Ramírez, and G. Sapiro An MDL framework for sparse coding and dictionary learning IEEE Transactions on Signal Processing vol. 60 2012 IEEE 2913 2927
    • (2012) IEEE Transactions on Signal Processing , vol.60 VOL. , pp. 2913-2927
    • Ramírez, I.1    Sapiro, G.2
  • 47
    • 85011629828 scopus 로고
    • Simultaneous noise suppression and signal compression using a library of orthonormal bases and the minimum description length criterion
    • Academic New York
    • N. Saito Simultaneous noise suppression and signal compression using a library of orthonormal bases and the minimum description length criterion Wavelets in Geophysics vol. 4 1994 Academic New York 299 324
    • (1994) Wavelets in Geophysics , vol.4 VOL. , pp. 299-324
    • Saito, N.1
  • 49
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • DOI 10.1109/TIP.2006.881969
    • M. Elad, and M. Aharon Image denoising via sparse and redundant representations over learned dictionaries IEEE Transactions on Image Processing vol. 15 2006 IEEE 3736 3745 (Pubitemid 44811686)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 50
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • 10.1109/78.258082
    • S. Mallat, and Z. Zhang Matching pursuits with time-frequency dictionaries IEEE Transactions on Signal Processing 41 12 1993 3397 3415 10.1109/78.258082
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 51
    • 80052341119 scopus 로고    scopus 로고
    • Efficient implementation of the k-svd algorithm using batch orthogonal matching pursuit
    • R. Rubinstein, M. Zibulevsky, M. Elad, Efficient implementation of the k-svd algorithm using batch orthogonal matching pursuit, in: CS Technion, 2008.
    • (2008) CS Technion
    • Rubinstein, R.1    Zibulevsky, M.2    Elad, M.3
  • 53
    • 83155181672 scopus 로고    scopus 로고
    • Harris 3D: A robust extension of the harris operator for interest point detection on 3D meshes
    • Springer
    • I. Sipiran, and B. Bustos Harris 3D: a robust extension of the harris operator for interest point detection on 3D meshes The Visual Computer 2011 Springer 1 14
    • (2011) The Visual Computer , pp. 1-14
    • Sipiran, I.1    Bustos, B.2
  • 56
    • 33746724078 scopus 로고    scopus 로고
    • Log-Euclidean metrics for fast and simple calculus on diffusion tensors
    • DOI 10.1002/mrm.20965
    • V. Arsigny, P. Fillard, X. Pennec, and N. Ayache Log-euclidean metrics for fast and simple calculus on diffusion tensors Magnetic Resonance in Medicine vol. 56 2006 Wiley Online Library 411 421 (Pubitemid 44162789)
    • (2006) Magnetic Resonance in Medicine , vol.56 , Issue.2 , pp. 411-421
    • Arsigny, V.1    Fillard, P.2    Pennec, X.3    Ayache, N.4
  • 62
    • 84879550059 scopus 로고    scopus 로고
    • Recognizing 50 human action categories of web videos
    • Springer
    • K.K. Reddy, and M. Shah Recognizing 50 human action categories of web videos Machine Vision and Applications 2012 Springer 1 11
    • (2012) Machine Vision and Applications , pp. 1-11
    • Reddy, K.K.1    Shah, M.2
  • 65
    • 84899657239 scopus 로고    scopus 로고
    • Dense Trajectories and Motion Boundary Descriptors for Action Recognition
    • H. Wang, A. Kläser, C. Schmid, C.-L. Liu, Dense Trajectories and Motion Boundary Descriptors for Action Recognition, Research Report RR-8050, INRIA (August 2012). < http://hal.inria.fr/hal-00725627 >.
    • Research Report RR-8050, INRIA (August 2012)
    • Wang, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.