메뉴 건너뛰기




Volumn , Issue , 2013, Pages 3120-3127

Dictionary learning and sparse coding on Grassmann Manifolds: An extrinsic solution

Author keywords

action recognition; dictionary learning; dynamic texture classification; Grassmann manifolds; image set; sparse coding

Indexed keywords

DISCRIMINANT ANALYSIS; FACE RECOGNITION; LEARNING ALGORITHMS; TEXTURES;

EID: 84898801687     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2013.387     Document Type: Conference Paper
Times cited : (159)

References (27)
  • 2
    • 70450189959 scopus 로고    scopus 로고
    • Intrinsic mean shift for clustering on stiefel and grassmann manifolds
    • H. E. Cetingul and R. Vidal. Intrinsic mean shift for clustering on stiefel and grassmann manifolds. In CVPR, pages 1896-1902, 2009.
    • (2009) CVPR , pp. 1896-1902
    • Cetingul, H.E.1    Vidal, R.2
  • 3
    • 77955995930 scopus 로고    scopus 로고
    • Face recognition based on image sets
    • H. Cevikalp and B. Triggs. Face recognition based on image sets. In CVPR, pages 2567-2573, 2010.
    • (2010) CVPR , pp. 2567-2573
    • Cevikalp, H.1    Triggs, B.2
  • 4
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, pages 886-893, 2005.
    • (2005) CVPR , pp. 886-893
    • Dalal, N.1    Triggs, B.2
  • 6
    • 78149341376 scopus 로고    scopus 로고
    • Maximum margin distance learning for dynamic texture recognition
    • B. Ghanem and N. Ahuja. Maximum margin distance learning for dynamic texture recognition. In Proc. Eur. Conf. Comput. Vis., volume 6312, pages 223-236, 2010.
    • (2010) Proc. Eur. Conf. Comput. Vis , vol.6312 , pp. 223-236
    • Ghanem, B.1    Ahuja, N.2
  • 8
    • 84863396387 scopus 로고    scopus 로고
    • Domain adaptation for object recognition: An unsupervised approach
    • R. Gopalan, R. Li, and R. Chellappa. Domain adaptation for object recognition: An unsupervised approach. In Proc. Int. Conf. Comput. Vis., pages 999-1006, 2011.
    • (2011) Proc. Int. Conf. Comput. Vis. , pp. 999-1006
    • Gopalan, R.1    Li, R.2    Chellappa, R.3
  • 9
    • 56449127949 scopus 로고    scopus 로고
    • Grassmann discriminant analysis: A unifying view on subspace-based learning
    • J. Hamm and D. D. Lee. Grassmann discriminant analysis: a unifying view on subspace-based learning. In Proc. Int. Conf. Mach. Learn., pages 376-383, 2008.
    • (2008) Proc. Int. Conf. Mach. Learn. , pp. 376-383
    • Hamm, J.1    Lee, D.D.2
  • 10
    • 84867859318 scopus 로고    scopus 로고
    • Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach
    • M. T. Harandi, C. Sanderson, R. Hartley, and B. C. Lovell. Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach. In Proc. Eur. Conf. Comput. Vis., pages 216-229, 2012.
    • (2012) Proc. Eur. Conf. Comput. Vis. , pp. 216-229
    • Harandi, M.T.1    Sanderson, C.2    Hartley, R.3    Lovell, B.C.4
  • 11
    • 80052888591 scopus 로고    scopus 로고
    • Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching
    • M. T. Harandi, C. Sanderson, S. Shirazi, and B. C. Lovell. Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. In CVPR, pages 2705-2712, 2011.
    • (2011) CVPR , pp. 2705-2712
    • Harandi, M.T.1    Sanderson, C.2    Shirazi, S.3    Lovell, B.C.4
  • 15
    • 84897507377 scopus 로고    scopus 로고
    • On a nonlinear generalization of sparse coding and dictionary learning
    • J. Ho, Y. Xie, and B. Vemuri. On a nonlinear generalization of sparse coding and dictionary learning. In Proc. Int. Conf. Mach. Learn., pages 1480-1488, 2013.
    • (2013) Proc. Int. Conf. Mach. Learn. , pp. 1480-1488
    • Ho, J.1    Xie, Y.2    Vemuri, B.3
  • 16
    • 51949088884 scopus 로고    scopus 로고
    • Face tracking and recognition with visual constraints in real-world videos
    • M. Kim, S. Kumar, V. Pavlovic, and H. Rowley. Face tracking and recognition with visual constraints in real-world videos. In CVPR, pages 1-8, 2008.
    • (2008) CVPR , pp. 1-8
    • Kim, M.1    Kumar, S.2    Pavlovic, V.3    Rowley, H.4
  • 17
    • 34247568488 scopus 로고    scopus 로고
    • Discriminative learning and recognition of image set classes using canonical correlations
    • T.-K. Kim, J. Kittler, and R. Cipolla. Discriminative learning and recognition of image set classes using canonical correlations. IEEE Trans. Pattern Anal. & Mach. Intell., 29(6):1005-1018, 2007.
    • (2007) IEEE Trans. Pattern Anal. & Mach. Intell , vol.29 , Issue.6 , pp. 1005-1018
    • Kim, T.-K.1    Kittler, J.2    Cipolla, R.3
  • 19
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • July
    • T. Ojala, M. Pietik̈ainen, and T.M̈aenp̈äa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. & Mach. Intell., 24:971-987, July 2002.
    • (2002) IEEE Trans. Pattern Anal. & Mach. Intell , vol.24 , pp. 971-987
    • Ojala, T.1    Pietik̈ainen, M.2    M̈aenp̈äa, T.3
  • 23
    • 63649095956 scopus 로고    scopus 로고
    • Nonlinear mean shift over Riemannian manifolds
    • R. Subbarao and P. Meer. Nonlinear mean shift over Riemannian manifolds. Int. J. Comput. Vis., 84(1):1-20, 2009.
    • (2009) Int. J. Comput. Vis , vol.84 , Issue.1 , pp. 1-20
    • Subbarao, R.1    Meer, P.2
  • 24
    • 80053126879 scopus 로고    scopus 로고
    • Statistical computations on Grassmann and Stiefel manifolds for image and video-based recognition
    • P. Turaga, A. Veeraraghavan, A. Srivastava, and R. Chellappa. Statistical computations on Grassmann and Stiefel manifolds for image and video-based recognition. IEEE Trans. Pattern Anal. & Mach. Intell., 33(11):2273-2286, 2011.
    • (2011) IEEE Trans. Pattern Anal. & Mach. Intell , vol.33 , Issue.11 , pp. 2273-2286
    • Turaga, P.1    Veeraraghavan, A.2    Srivastava, A.3    Chellappa, R.4
  • 25
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. Viola and M. J. Jones. Robust real-time face detection. Int. J. Comput. Vis., 57(2):137-154, 2004.
    • (2004) Int. J. Comput. Vis , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 26
    • 69549129405 scopus 로고    scopus 로고
    • Human action recognition by semilatent topic models
    • Y. Wang and G. Mori. Human action recognition by semilatent topic models. IEEE Trans. Pattern Anal. & Mach. Intell., 31(10):1762-1774, 2009.
    • (2009) IEEE Trans. Pattern Anal. & Mach. Intell , vol.31 , Issue.10 , pp. 1762-1774
    • Wang, Y.1    Mori, G.2
  • 27
    • 34247557079 scopus 로고    scopus 로고
    • Dynamic texture recognition using local binary patterns with an application to facial expressions
    • G. Zhao and M. Pietikainen. Dynamic texture recognition using local binary patterns with an application to facial expressions. IEEE Trans. Pattern Anal. & Mach. Intell., 29(6):915-928, 2007.
    • (2007) IEEE Trans. Pattern Anal. & Mach. Intell , vol.29 , Issue.6 , pp. 915-928
    • Zhao, G.1    Pietikainen, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.