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Volumn , Issue , 2012, Pages 493-496

K-CPD: Learning of overcomplete dictionaries for tensor sparse coding

Author keywords

[No Author keywords available]

Indexed keywords

CONVENTIONAL METHODS; ORIGINAL STRUCTURES; ORTHOGONAL MATCHING PURSUIT; OVER-COMPLETE DICTIONARIES; POST PROCESSING; SECOND-ORDER TENSORS; SPARSE CODING; SPARSE REPRESENTATION; TENSOR FORMULATION; THIRD-ORDER TENSORS; VECTOR FORMULATIONS; VECTORIZATION;

EID: 84874557115     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (48)

References (14)
  • 1
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    • Tensor decompositions and applications
    • T. G. Kolda and B. W. Bader. Tensor decompositions and applications, SIAM Review 51(3):455-500, 2009.
    • (2009) SIAM Review , vol.51 , Issue.3 , pp. 455-500
    • Kolda, T.G.1    Bader, B.W.2
  • 2
    • 77955998411 scopus 로고    scopus 로고
    • Discriminative K-SVD for dictionary learning in face recognition
    • Q. Zhang and B. Li. Discriminative K-SVD for dictionary learning in face recognition. CVPR, 2010
    • (2010) CVPR
    • Zhang, Q.1    Li, B.2
  • 3
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcompletes representations in the presence of noise
    • D.L. Donoho, M. Elad, V.N. Temlyakov. Stable recovery of sparse overcompletes representations in the presence of noise, IEEE Trans. on Information Theory (TIT), 52(1):6-18, 2006.
    • (2006) IEEE Trans. on Information Theory (TIT) , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.L.1    Elad, M.2    Temlyakov, V.N.3
  • 6
    • 77952717202 scopus 로고    scopus 로고
    • Sparse representation for computer vision and pattern recognition
    • Y. Ma, J. Mairal, G. Sapiro, T.S. Huang, S. Yan. Sparse representation for computer vision and pattern recognition. Proc. of the IEEE. 98(6):1031-1044, 2010.
    • (2010) Proc. of the IEEE. , vol.98 , Issue.6 , pp. 1031-1044
    • Ma, Y.1    Mairal, J.2    Sapiro, G.3    Huang, T.S.4    Yan, S.5
  • 7
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • D. Donoho. Compressed sensing. IEEE TIT, 52(4):1289-1306, 2006.
    • (2006) IEEE TIT , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.1
  • 8
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcompletes dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. Bruckstein. K-SVD: An algorithm for designing overcompletes 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
  • 9
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • M. Elad and M. Aharon. Image denoising via sparse and redundant representations over learned dictionaries. IEEE TIP, 15(12):3736-3745, 2006.
    • (2006) IEEE TIP , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 10
    • 78049312324 scopus 로고    scopus 로고
    • Image superresolution via sparse representation
    • J. Yang, J. Wright, T.S. Huang, Yi Ma, Image superresolution via sparse representation, IEEE TIP, 19(11) :2861-2873, 2010.
    • (2010) IEEE TIP , vol.19 , Issue.11 , pp. 2861-2873
    • Yang, J.1    Wright, J.2    Huang, T.S.3    Ma, Y.4
  • 14
    • 33745944718 scopus 로고    scopus 로고
    • Sparse image coding using a 3D non-negative tensor factorization
    • T. Hazan, S. Polak, A. Shashua. Sparse image coding using a 3D non-negative tensor factorization, ICCV. 2005
    • (2005) ICCV
    • Hazan, T.1    Polak, S.2    Shashua, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.