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Volumn , Issue , 2012, Pages 681-684

Learning sparsifying transforms for image processing

Author keywords

Analysis transforms; Dictionary learning; Image denoising; Image representation; Sparse representation

Indexed keywords

DE-NOISING; DICTIONARY LEARNING; IMAGE REPRESENTATIONS; K-SVD ALGORITHMS; PROBLEM FORMULATION; SIGNAL AND IMAGE PROCESSING; SPARSE REPRESENTATION; TRANSFORM DOMAIN;

EID: 84875864283     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2012.6466951     Document Type: Conference Paper
Times cited : (29)

References (9)
  • 1
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    • Elad, M.1    Milanfar, P.2    Rubinstein, R.3
  • 2
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    • 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 Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, 2006.
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    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 3
    • 39149089704 scopus 로고    scopus 로고
    • Sparse representation for color image restoration
    • J. Mairal, M. Elad, and G. Sapiro, "Sparse representation for color image restoration," IEEE Trans. Image Process., vol. 17, no. 1, pp. 53-69, 2008.
    • (2008) IEEE Trans. Image Process. , vol.17 , Issue.1 , pp. 53-69
    • Mairal, J.1    Elad, M.2    Sapiro, G.3
  • 4
    • 55149117992 scopus 로고    scopus 로고
    • Learning multiscale sparse representations for image and video restoration
    • J. Mairal, G. Sapiro, and M. Elad, "Learning multiscale sparse representations for image and video restoration," SIAM Multiscale Modeling and Simulation, vol. 7, no. 1, pp. 214-241, 2008.
    • (2008) SIAM Multiscale Modeling and Simulation , vol.7 , Issue.1 , pp. 214-241
    • Mairal, J.1    Sapiro, G.2    Elad, M.3
  • 5
    • 79955633431 scopus 로고    scopus 로고
    • MR image reconstruction from highly undersampled k-space data by dictionary learning
    • S. Ravishankar and Y. Bresler, "MR image reconstruction from highly undersampled k-space data by dictionary learning," IEEE Trans. Med. Imag., vol. 30, no. 5, pp. 1028-1041, 2011.
    • (2011) IEEE Trans. Med. Imag. , vol.30 , Issue.5 , pp. 1028-1041
    • Ravishankar, S.1    Bresler, Y.2
  • 6
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • J. A. Tropp, "Greed is good: Algorithmic results for sparse approximation," IEEE Trans. Inform. Theory, vol. 50, no. 10, pp. 2231-2242, 2004.
    • (2004) IEEE Trans. Inform. Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 7
    • 84885859843 scopus 로고    scopus 로고
    • Analysis operator learning for overcomplete cosparse representations
    • M. Yaghoobi, S. Nam, R. Gribonval, and M. Davies, "Analysis operator learning for overcomplete cosparse representations," in EUSIPCO, 2011.
    • (2011) EUSIPCO
    • Yaghoobi, M.1    Nam, S.2    Gribonval, R.3    Davies, M.4
  • 8
    • 84874754123 scopus 로고    scopus 로고
    • K-SVD dictionary-learning for analysis sparse models
    • June
    • R. Rubinstein and M. Elad, "K-SVD dictionary-learning for analysis sparse models," in Proc. SPARS11, June 2011.
    • (2011) Proc. SPARS11
    • Rubinstein, R.1    Elad, M.2
  • 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 Trans. Image Process., vol. 15, no. 12, pp. 3736-3745, 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.