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Volumn 4666 LNCS, Issue , 2007, Pages 438-445

Sparse component analysis in presence of noise using an iterative EM-MAP algorithm

Author keywords

Blind source separation; Independent component analysis; Sparse component analysis; Sparse decomposition

Indexed keywords

ADDITIVE NOISE; BLIND SOURCE SEPARATION; GAUSSIAN NOISE (ELECTRONIC); ITERATIVE METHODS; PROBLEM SOLVING; SIGNAL PROCESSING;

EID: 38149066851     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74494-8_55     Document Type: Conference Paper
Times cited : (1)

References (13)
  • 1
    • 0000660321 scopus 로고    scopus 로고
    • Blind source separation by sparse decomposition in a signal dictionary
    • Zibulevsky, M., Pearlmutter, B.A.: Blind source separation by sparse decomposition in a signal dictionary. Neural Computation 13(4), 863-882 (2001)
    • (2001) Neural Computation , vol.13 , Issue.4 , pp. 863-882
    • Zibulevsky, M.1    Pearlmutter, B.A.2
  • 2
    • 84935897816 scopus 로고    scopus 로고
    • A survey of sparse component analysis for blind source separation: Principles, perspectives, and new challanges
    • Gribonval, R., Lesage, S.: A survey of sparse component analysis for blind source separation: principles, perspectives, and new challanges. In: Proceeding of ESANN'06, pp. 323-330 (2006)
    • (2006) Proceeding of ESANN'06 , pp. 323-330
    • Gribonval, R.1    Lesage, S.2
  • 3
    • 1542476948 scopus 로고    scopus 로고
    • Davies, M., Mitianoudis, N.: Simple mixture model for sparse overcomplete ICA. In: Puntonet, C.G., Prieto, A.G. (eds.) ICA 2004. LNCS, 3195, pp. 35-43. Springer, Heidelberg (2004)
    • Davies, M., Mitianoudis, N.: Simple mixture model for sparse overcomplete ICA. In: Puntonet, C.G., Prieto, A.G. (eds.) ICA 2004. LNCS, vol. 3195, pp. 35-43. Springer, Heidelberg (2004)
  • 5
    • 47649095493 scopus 로고    scopus 로고
    • Zayyani, H., Babaie-Zadeh, M., Jutten, C.: Source estimation in noisy sparse component analysis. Accepted in DSP'2007 (2007)
    • Zayyani, H., Babaie-Zadeh, M., Jutten, C.: Source estimation in noisy sparse component analysis. Accepted in DSP'2007 (2007)
  • 6
    • 33947696583 scopus 로고    scopus 로고
    • Source separation using sparse discrete prior models
    • Balan, R., Rosca, J.: Source separation using sparse discrete prior models. In: Proceeding of ICASSP'06 (2006)
    • (2006) Proceeding of ICASSP'06
    • Balan, R.1    Rosca, J.2
  • 7
    • 85088179492 scopus 로고    scopus 로고
    • 1l norm is also the sparsest solution. Technical Report (2004)
    • 1l norm is also the sparsest solution. Technical Report (2004)
  • 8
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • Donoho, D.L., Elad, M., Temlyakov, V.: Stable recovery of sparse overcomplete representations in the presence of noise. IEEE Transaction on Information theory 52(1), 6-18 (2006)
    • (2006) IEEE Transaction on Information theory , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.L.1    Elad, M.2    Temlyakov, V.3
  • 9
    • 85088177644 scopus 로고    scopus 로고
    • 0-norm. Accepted in ICA'2007 (2007)
    • 0-norm. Accepted in ICA'2007 (2007)
  • 11
    • 0027842081 scopus 로고
    • Matching pursuit with time-frequency dictionaries
    • Mallat, S., Zhang, Z.: Matching pursuit with time-frequency dictionaries. IEEE Transaction on Signal Processing 41(12), 3397-3415 (1993)
    • (1993) IEEE Transaction on Signal Processing , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 12
    • 84872955036 scopus 로고    scopus 로고
    • Bayesian source separation: Beyond PCA and ICA
    • Djafari, A.M.: Bayesian source separation: beyond PCA and ICA. In: Proceeding of ESANN'06 (2006)
    • (2006) Proceeding of ESANN'06
    • Djafari, A.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.