메뉴 건너뛰기




Volumn , Issue , 2013, Pages 415-422

Online robust dictionary learning

Author keywords

Dictionary Learning; Online Learning; Robust Statistics

Indexed keywords

DATA FITTINGS; DICTIONARY LEARNING; DYNAMIC DATA; ONLINE DICTIONARY LEARNING; ONLINE LEARNING; ROBUST STATISTICS; SPARSE DATA; TRAINING DATA;

EID: 84887379127     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2013.60     Document Type: Conference Paper
Times cited : (147)

References (19)
  • 2
    • 33750383209 scopus 로고    scopus 로고
    • K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. Bruckstein. K-svd: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11):4311-4322, 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 3
    • 70450214110 scopus 로고    scopus 로고
    • Convergence analysis of generalized iteratively reweighted least squares algorithms on convex function spaces
    • N. Bissantz, L. Dmbgen, A. Munk, and B. Stratmann. Convergence analysis of generalized iteratively reweighted least squares algorithms on convex function spaces. SIAM Journal on Optimization, 19:1828-1845, 2009.
    • (2009) SIAM Journal on Optimization , vol.19 , pp. 1828-1845
    • Bissantz, N.1    Dmbgen, L.2    Munk, A.3    Stratmann, B.4
  • 5
    • 77953220298 scopus 로고    scopus 로고
    • Learning with dynamic group sparsity
    • J. Huang, X. Huang, and D. N. Metaxas. Learning with dynamic group sparsity. In ICCV, pages 64-71, 2009.
    • (2009) ICCV , pp. 64-71
    • Huang, J.1    Huang, X.2    Metaxas, D.N.3
  • 7
    • 84871597481 scopus 로고    scopus 로고
    • Real-time contrast preserving decolorization
    • C. Lu, L. Xu, and J. Jia. Real-time contrast preserving decolorization. In SIGGRAPH ASIA Posters, page 16, 2012.
    • (2012) SIGGRAPH ASIA Posters , pp. 16
    • Lu, C.1    Xu, L.2    Jia, J.3
  • 9
    • 0034850577 scopus 로고    scopus 로고
    • A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
    • July
    • D. Martin, C. Fowlkes, D. Tal, and J. Malik. A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. In ICCV, volume 2, pages 416-423, July 2001.
    • (2001) ICCV , vol.2 , pp. 416-423
    • Martin, D.1    Fowlkes, C.2    Tal, D.3    Malik, J.4
  • 11
    • 84887371885 scopus 로고    scopus 로고
    • Image sequence denoising via sparse and redundant representations
    • M. Protter and M. Elad. Image sequence denoising via sparse and redundant representations. TIP, 19:27-35, 2009.
    • (2009) TIP , vol.19 , pp. 27-35
    • Protter, M.1    Elad, M.2
  • 13
    • 80052910914 scopus 로고    scopus 로고
    • A non-convex relaxation approach to sparse dictionary learning
    • J. Shi, X. Ren, G. Dai, J. Wang, and Z. Zhang. A non-convex relaxation approach to sparse dictionary learning. In CVPR, pages 1809-1816, 2011.
    • (2011) CVPR , pp. 1809-1816
    • Shi, J.1    Ren, X.2    Dai, G.3    Wang, J.4    Zhang, Z.5
  • 14
    • 80052890623 scopus 로고    scopus 로고
    • Online groupstructured dictionary learning
    • Z. Szabo, B. Poczos, and A. Lorincz. Online groupstructured dictionary learning. In CVPR, pages 2865-2872, 2011.
    • (2011) CVPR , pp. 2865-2872
    • Szabo, Z.1    Poczos, B.2    Lorincz, A.3
  • 15
    • 84055212058 scopus 로고    scopus 로고
    • Towards a practical face recognition system: Robust alignment and illumination by sparse representation
    • A. Wagner, J. Wright, A. Ganesh, Z. Zhou, H. Mobahi, and Y. Ma. Towards a practical face recognition system: Robust alignment and illumination by sparse representation. PAMI, 34(2):372-386, 2012.
    • (2012) PAMI , vol.34 , Issue.2 , pp. 372-386
    • Wagner, A.1    Wright, J.2    Ganesh, A.3    Zhou, Z.4    Mobahi, H.5    Ma, Y.6
  • 16
    • 84867841972 scopus 로고    scopus 로고
    • A probabilistic approach to robust matrix factorization
    • N. Wang, T. Yao, J. Wang, and D.-Y. Yeung. A probabilistic approach to robust matrix factorization. In ECCV, pages 126-139, 2012.
    • (2012) ECCV , pp. 126-139
    • Wang, N.1    Yao, T.2    Wang, J.3    Yeung, D.-Y.4
  • 17
    • 70450209196 scopus 로고    scopus 로고
    • Linear spatial pyramid matching using sparse coding for image classification
    • J. Yang, K. Yu, Y. Gong, and T. Huang. Linear spatial pyramid matching using sparse coding for image classification. In CVPR, pages 1794-1801, 2009.
    • (2009) CVPR , pp. 1794-1801
    • Yang, J.1    Yu, K.2    Gong, Y.3    Huang, T.4
  • 18
    • 80052872689 scopus 로고    scopus 로고
    • Online detection of unusual events in videos via dynamic sparse coding
    • B. Zhao, L. Fei-Fei, and E. Xing. Online detection of unusual events in videos via dynamic sparse coding. In CVPR, pages 3313-3320, 2011.
    • (2011) CVPR , pp. 3313-3320
    • Zhao, B.1    Fei-Fei, L.2    Xing, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.