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Volumn , Issue , 2011, Pages 325-329

Sparse Representations, Compressive Sensing and dictionaries for pattern recognition

Author keywords

[No Author keywords available]

Indexed keywords

COMPRESSIVE SENSING; DICTIONARY LEARNING; NON-TRADITIONAL; SPARSE REPRESENTATION;

EID: 84862851996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACPR.2011.6166711     Document Type: Conference Paper
Times cited : (68)

References (39)
  • 1
    • 77952740831 scopus 로고    scopus 로고
    • On the role of sparse and redundant representations in image processing
    • june
    • M. Elad, M. Figueiredo, and Y. Ma, "On the role of sparse and redundant representations in image processing, " Proceedings of the IEEE, vol. 98, no. 6, pp. 972 -982, june 2010.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 972-982
    • Elad, M.1    Figueiredo, M.2    Ma, Y.3
  • 2
    • 77952717202 scopus 로고    scopus 로고
    • Sparse representation for computer vision and pattern recognition
    • june
    • J. Wright, Y. Ma, J. Mairal, G. Sapiro, T. Huang, and S. Yan, "Sparse representation for computer vision and pattern recognition, " Proceedings of the IEEE, vol. 98, no. 6, pp. 1031-1044, june 2010.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 1031-1044
    • Wright, J.1    Ma, Y.2    Mairal, J.3    Sapiro, G.4    Huang, T.5    Yan, S.6
  • 3
    • 77952714665 scopus 로고    scopus 로고
    • Dictionaries for sparse representation modeling
    • june
    • R. Rubinstein, A. Bruckstein, and M. Elad, "Dictionaries for sparse representation modeling, " Proceedings of the IEEE, vol. 98, no. 6, pp. 1045-1057, june 2010.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 1045-1057
    • Rubinstein, R.1    Bruckstein, A.2    Elad, M.3
  • 4
    • 0032131292 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S. Chen, D. Donoho, and M. Saunders, "Atomic decomposition by basis pursuit, " SIAM J. Sci. Comp., vol. 20, no. 1, pp. 33-61, 1998.
    • (1998) SIAM J. Sci. Comp. , vol.20 , Issue.1 , pp. 33-61
    • Chen, S.1    Donoho, D.2    Saunders, M.3
  • 5
    • 59749104367 scopus 로고    scopus 로고
    • From sparse solutions of. systems of equations to sparse. modeling of signals and images
    • A. M. Bruckstein, D. L. Donoho, and M. Elad, "From sparse solutions of. systems of equations to sparse. modeling of signals and images, " SIAM Review, vol. 51, no. 1, pp. 34-81, 2009.
    • (2009) SIAM Review , vol.51 , Issue.1 , pp. 34-81
    • Bruckstein, A.M.1    Donoho, D.L.2    Elad, M.3
  • 6
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • S. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries, " IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415,1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 8
    • 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 Trans. Info. Theory, vol. 50, no. 10, pp. 2231-2242, Oct. 2004.
    • (2004) IEEE Trans. Info. Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 10
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • Feb.
    • E. Candes, J. Romberg, and T. Tao, "Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information, " IEEE Transactions on Information Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.1    Romberg, J.2    Tao, T.3
  • 11
  • 13
    • 33750383209 scopus 로고    scopus 로고
    • The k-svd: An algorithm for designing of overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. M. Bruckstein, "The k-svd: an algorithm for designing of overcomplete dictionaries for sparse representation, " IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.M.3
  • 14
    • 0032188344 scopus 로고    scopus 로고
    • Separability-based mu1tisca1e basis selection and feature extraction for signal and image classification
    • Oct.
    • K. Etemand and R. Chellappa, "Separability-based mu1tisca1e basis selection and feature extraction for signal and image classification, " IEEE Transactions on Image Processing, vol. 7, no. 10, pp. 1453-1465, Oct. 1998.
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.10 , pp. 1453-1465
    • Etemand, K.1    Chellappa, R.2
  • 16
    • 47649089615 scopus 로고    scopus 로고
    • Semantic coding by supervised dimensionality reduction
    • Aug.
    • E. Kokiopoulou and P. Frossard, "Semantic coding by supervised dimensionality reduction, " IEEE Trans. Multimedia, vol. 10, no. 5, pp. 806-818, Aug. 2008.
    • (2008) IEEE Trans. Multimedia , vol.10 , Issue.5 , pp. 806-818
    • Kokiopoulou, E.1    Frossard, P.2
  • 17
    • 84864043302 scopus 로고    scopus 로고
    • Sparse representation for signal classification
    • K. Huang and S. Aviyente, "Sparse representation for signal classification, " NIPS, vol. 19, pp. 609-616, 2007.
    • (2007) NIPS , vol.19 , pp. 609-616
    • Huang, K.1    Aviyente, S.2
  • 30
    • 0001654702 scopus 로고
    • Extensions of lipschitz maps into a hilbert space
    • W. B.Johnson and J. Lindenstrauss, "Extensions of lipschitz maps into a hilbert space, " Contemp. Math., pp. 189-206, 1984.
    • (1984) Contemp. Math. , pp. 189-206
    • Johnson, W.B.1    Lindenstrauss, J.2
  • 32
    • 55649115527 scopus 로고    scopus 로고
    • A simple proof of the restricted isometry property for random matrices
    • Dec.
    • R. Baraniuk, M. Davenport, R. DeVore, and M. Wakin, "A simple proof of the restricted isometry property for random matrices, " Constructive Approximation, vol. 28, no. 3, pp. 253-263, Dec. 2008.
    • (2008) Constructive Approximation , vol.28 , Issue.3 , pp. 253-263
    • Baraniuk, R.1    Davenport, M.2    DeVore, R.3    Wakin, M.4
  • 34
    • 0035363672 scopus 로고    scopus 로고
    • From few to many: Ilumination cone models for face recognition under variable lighting and pose
    • June
    • A. S. Georghiades, P. N. Belhumeur, and D. J. Kriegman, "From few to many: Ilumination cone models for face recognition under variable lighting and pose, " IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 6, pp. 643-660, June 2001.
    • (2001) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.23 , Issue.6 , pp. 643-660
    • Georghiades, A.S.1    Belhumeur, P.N.2    Kriegman, D.J.3
  • 37
    • 84856304289 scopus 로고    scopus 로고
    • Dictionary-based face recognition
    • UMIACSTR- 2010-07/CAR-TR-1030, University of Maryland, College Park, July
    • V. M. Patel, T. Wu, S. Biswas, R. Chellappa, and P. J. Phillips, "Dictionary-based face recognition, " UMIACS Tech. Report, UMIACSTR- 2010-07/CAR-TR-1030, University of Maryland, College Park, July 2010.
    • (2010) UMIACS Tech. Report
    • Patel, V.M.1    Wu, T.2    Biswas, S.3    Chellappa, R.4    Phillips, P.J.5
  • 38
    • 33947277245 scopus 로고    scopus 로고
    • Appearance characterization of linear 1ambertian objects, generalized photometric stereo, and illumination-invariant face recognition
    • Feb.
    • S. K. Zhou, G. Aggarwal, and D. W. Jacobs, "Appearance characterization of linear 1ambertian objects, generalized photometric stereo, and illumination-invariant face recognition, " IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 2, pp. 230-245, Feb. 2007.
    • (2007) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.29 , Issue.2 , pp. 230-245
    • Zhou, S.K.1    Aggarwal, G.2    Jacobs, D.W.3
  • 39
    • 64849086310 scopus 로고    scopus 로고
    • Robust estimation of albedo for illumination-invariant matching and shape recovery
    • Mar.
    • S. Biswas, G. Aggarwal, and R. Chellappa, "Robust estimation of albedo for illumination-invariant matching and shape recovery, " IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 2, pp. 884-899, Mar. 2009.
    • (2009) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.29 , Issue.2 , pp. 884-899
    • Biswas, S.1    Aggarwal, G.2    Chellappa, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.