메뉴 건너뛰기




Volumn 30, Issue , 2015, Pages 376-392

Tensor rank selection for multimedia analysis

Author keywords

Head pose estimation; Image classification; Multimedia analysis; Regression; Tensor BOW; Tensor decomposition; Tensor rank selection; Video action recognition

Indexed keywords

ALGORITHMS; DECISION MAKING; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE RECOGNITION; INFORMATION ANALYSIS; INFORMATION RETRIEVAL; MOTION ESTIMATION;

EID: 84930942778     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2015.05.004     Document Type: Article
Times cited : (18)

References (32)
  • 4
    • 9244243116 scopus 로고    scopus 로고
    • Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction
    • I. Cohen, F.G. Cozman, N. Sebe, M.C. Cirelo, and T.S. Huang Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction IEEE Trans. Pattern Anal. Mach. Intell. 26 12 2004 1553 1566
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell. , vol.26 , Issue.12 , pp. 1553-1566
    • Cohen, I.1    Cozman, F.G.2    Sebe, N.3    Cirelo, M.C.4    Huang, T.S.5
  • 5
    • 84864128605 scopus 로고    scopus 로고
    • Structure tensor series-based large scale near-duplicate video retrieval
    • X. Zhou, L. Chen, and X. Zhou Structure tensor series-based large scale near-duplicate video retrieval IEEE Trans. Multimedia 14 4 2012 1220 1233
    • (2012) IEEE Trans. Multimedia , vol.14 , Issue.4 , pp. 1220-1233
    • Zhou, X.1    Chen, L.2    Zhou, X.3
  • 6
    • 33845743954 scopus 로고    scopus 로고
    • Signal modeling for two-dimensional image structures
    • D. Zang, and G. Sommer Signal modeling for two-dimensional image structures J. Vis. Commun. Image Represent. 18 1 2007 81 99
    • (2007) J. Vis. Commun. Image Represent. , vol.18 , Issue.1 , pp. 81-99
    • Zang, D.1    Sommer, G.2
  • 7
    • 33646719454 scopus 로고    scopus 로고
    • Subspace learning based on tensor analysis
    • Univ. of Illinois at Urbana-Champaign (UIUCDCS-R-2005-2572)
    • D. Cai, X. He, J. Han, Subspace learning based on tensor analysis, Dept. of Computer Science Tech. Report No. 2572, Univ. of Illinois at Urbana-Champaign (UIUCDCS-R-2005-2572).
    • Dept. of Computer Science Tech. Report No. 2572
    • Cai, D.1    He, X.2    Han, J.3
  • 10
    • 84942484786 scopus 로고
    • Ridge regression: biased estimation for nonorthogonal problems
    • A.E. Hoerl, and R.W. Kennard Ridge regression: biased estimation for nonorthogonal problems Technometrics 12 1 1970 55 67
    • (1970) Technometrics , vol.12 , Issue.1 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 12
    • 68649096448 scopus 로고    scopus 로고
    • Tensor decompositions and applications
    • T.G. Kolda, and B.W. Bader Tensor decompositions and applications SIAM Rev. 51 3 2009 455 500
    • (2009) SIAM Rev. , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 13
    • 84876945537 scopus 로고    scopus 로고
    • Dense trajectories and motion boundary descriptors for action recognition
    • H. Wang, A. Kläser, C. Schmid, and C.-L. Liu Dense trajectories and motion boundary descriptors for action recognition Int. J. Comput. Vision 2013 1 20
    • (2013) Int. J. Comput. Vision , pp. 1-20
    • Wang, H.1    Kläser, A.2    Schmid, C.3    Liu, C.-L.4
  • 14
    • 84881193309 scopus 로고    scopus 로고
    • Discriminative two-level feature selection for realistic human action recognition
    • Q. Wu, Z. Wang, F. Deng, Y. Xia, W. Kang, and D.D. Feng Discriminative two-level feature selection for realistic human action recognition J. Vis. Commun. Image Represent. 24 7 2013 1064 1074
    • (2013) J. Vis. Commun. Image Represent. , vol.24 , Issue.7 , pp. 1064-1074
    • Wu, Q.1    Wang, Z.2    Deng, F.3    Xia, Y.4    Kang, W.5    Feng, D.D.6
  • 15
    • 56749170360 scopus 로고    scopus 로고
    • A linear time histogram metric for improved sift matching
    • Springer
    • O. Pele, and M. Werman A linear time histogram metric for improved sift matching Computer Vision-ECCV 2008 2008 Springer 495 508
    • (2008) Computer Vision-ECCV 2008 , pp. 495-508
    • Pele, O.1    Werman, M.2
  • 21
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines
    • C.-C. Chang, and C.-J. Lin LIBSVM: a library for support vector machines ACM Trans. Intell. Syst. Technol. 2 2011 27:1 27:27 "http://www.csie.ntu.edu.tw/cjlin/libsvm"
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , pp. 27:1-27:27
    • Chang, C.-C.1    Lin, C.-J.2
  • 22
    • 77950308459 scopus 로고    scopus 로고
    • Recent advances and trends in large-scale kernel methods
    • H. Kashima, I. Tsuyoshi, and M. SUGIYAMA Recent advances and trends in large-scale kernel methods IEICE Trans. Inf. Syst. 92 7 2009 1338 1353
    • (2009) IEICE Trans. Inf. Syst. , vol.92 , Issue.7 , pp. 1338-1353
    • Kashima, H.1    Tsuyoshi, I.2    Sugiyama, M.3
  • 23
    • 33745796773 scopus 로고    scopus 로고
    • ε-tube based pattern selection for support vector machines
    • Springer
    • D. Kim, and S. Cho ε-tube based pattern selection for support vector machines Advances in Knowledge Discovery and Data Mining 2006 Springer 215 224
    • (2006) Advances in Knowledge Discovery and Data Mining , pp. 215-224
    • Kim, D.1    Cho, S.2
  • 25
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories: a comprehensive study
    • J. Zhang, M. Marszałek, S. Lazebnik, and C. Schmid Local features and kernels for classification of texture and object categories: a comprehensive study Int. J. Comput. Vis. 73 2 2007 213 238
    • (2007) Int. J. Comput. Vis. , vol.73 , Issue.2 , pp. 213-238
    • Zhang, J.1    Marszałek, M.2    Lazebnik, S.3    Schmid, C.4
  • 29
    • 84881140711 scopus 로고    scopus 로고
    • Fast human action classification and VOI localization with enhanced sparse coding
    • S. Lu, J. Zhang, Z. Wang, and D.D. Feng Fast human action classification and VOI localization with enhanced sparse coding J. Vis. Commun. Image Represent. 24 2 2013 127 136
    • (2013) J. Vis. Commun. Image Represent. , vol.24 , Issue.2 , pp. 127-136
    • Lu, S.1    Zhang, J.2    Wang, Z.3    Feng, D.D.4
  • 30
    • 69549121743 scopus 로고    scopus 로고
    • Observing human-object interactions: using spatial and functional compatibility for recognition
    • A. Gupta, A. Kembhavi, and L.S. Davis Observing human-object interactions: using spatial and functional compatibility for recognition IEEE Trans. Pattern Anal. Mach. Intell. 31 10 2009 1775 1789
    • (2009) IEEE Trans. Pattern Anal. Mach. Intell. , vol.31 , Issue.10 , pp. 1775-1789
    • Gupta, A.1    Kembhavi, A.2    Davis, L.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.