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Volumn , Issue , 2012, Pages 3573-3576

INK-SVD: Learning incoherent dictionaries for sparse representations

Author keywords

Coherence; Dictionary learning; K SVD; Sparse coding

Indexed keywords

DECORRELATIONS; DICTIONARY LEARNING; K-SVD; SPARSE CODING; SPARSE REPRESENTATION; TRAINING DATA;

EID: 84867605276     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288688     Document Type: Conference Paper
Times cited : (58)

References (8)
  • 1
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • Dec.
    • M. Elad and M. Aharon, "Image denoising via sparse and redundant representations over learned dictionaries," IEEE Transactions on Image Processing, vol. 15, no. 12, pp. 3736-3745, Dec. 2006.
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 2
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • Oct.
    • J.A. Tropp, "Greed is good: algorithmic results for sparse approximation," IEEE Transactions on Information Theory, vol. 50, no. 10, pp. 2231-2242, Oct. 2004.
    • (2004) IEEE Transactions on Information Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 5
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • Nov
    • M. Aharon, M. Elad, and A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Transactions on Signal Processing, vol. 54, no. 11, pp. 4311-4322, Nov 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 6
    • 12444320397 scopus 로고    scopus 로고
    • Designing structured tight frames via an alternating projection method
    • Jan.
    • Joel A. Tropp, Inderjit S. Dhillon, Robert W. Jr. Heath, and Thomas Strohmer, "Designing structured tight frames via an alternating projection method," IEEE Transactions on Information Theory, vol. 51, no. 1, pp. 188-209, Jan. 2005.
    • (2005) IEEE Transactions on Information Theory , vol.51 , Issue.1 , pp. 188-209
    • Tropp, J.A.1    Dhillon, I.S.2    Heath Jr., R.W.3    Strohmer, T.4
  • 8
    • 78349237858 scopus 로고    scopus 로고
    • SMALLbox - An evaluation framework for sparse representations and dictionary learning algorithms
    • Ivan Damnjanovic, Matthew E. P. Davies, and Mark D. Plumbley, "SMALLbox - an evaluation framework for sparse representations and dictionary learning algorithms," in Proc. LVA/ICA'10, 2010, pp. 418-425.
    • Proc. LVA/ICA'10, 2010 , pp. 418-425
    • Damnjanovic, I.1    Davies, M.E.P.2    Plumbley, M.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.