메뉴 건너뛰기




Volumn 109, Issue 3, 2014, Pages 209-232

Sparse representation based fisher discrimination dictionary learning for image classification

Author keywords

Dictionary learning; Fisher criterion; Image classification; Sparse representation

Indexed keywords

CLASSIFICATION (OF INFORMATION); IMAGE RECONSTRUCTION; LEARNING SYSTEMS;

EID: 84905671639     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-014-0722-8     Document Type: Article
Times cited : (502)

References (86)
  • 1
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
    • 2232919 10.1109/TSP.2006.881199
    • Aharon, M.; Elad, M.; & Bruckstein, A. (2006). K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(1), 4311-4322.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.1 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 2
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-thresholding algorithm for linear inverse problems
    • 1175.94009 2486527 10.1137/080716542
    • Beck, A.; & Teboulle, M. (2009). A fast iterative shrinkage-thresholding algorithm for linear inverse problems. SIAM Journal on Imaging Sciences, 2(1), 183-202.
    • (2009) SIAM Journal on Imaging Sciences , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 4
    • 35548953504 scopus 로고    scopus 로고
    • Morphological component analysis: An adaptive thresholding strategy
    • 1288.94009 2472409 10.1109/TIP.2007.907073
    • Bobin, J.; Starck, J.; Fadili, J.; Moudden, Y.; & Donoho, D. (2007). Morphological component analysis: An adaptive thresholding strategy. IEEE Transactions on Image Processing, 16(11), 2675-2681.
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.11 , pp. 2675-2681
    • Bobin, J.1    Starck, J.2    Fadili, J.3    Moudden, Y.4    Donoho, D.5
  • 5
    • 0004055894 scopus 로고    scopus 로고
    • Cambridge university press Cambridge 1058.90049 10.1017/CBO9780511804441
    • Boyd, S.; & Vandenberghe, L. (2004). Convex optimization. Cambridge: Cambridge university press.
    • (2004) Convex Optimization
    • Boyd, S.1    Vandenberghe, L.2
  • 6
    • 42649102287 scopus 로고    scopus 로고
    • Compression of facial images using the K-SVD algorithm
    • 10.1016/j.jvcir.2008.03.001
    • Bryt, O.; & Elad, M. (2008). Compression of facial images using the K-SVD algorithm. Journal of Visual Communication and Image Representation, 19(4), 270-282.
    • (2008) Journal of Visual Communication and Image Representation , vol.19 , Issue.4 , pp. 270-282
    • Bryt, O.1    Elad, M.2
  • 8
    • 84861728486 scopus 로고    scopus 로고
    • Sparse modeling of human actions from motion imagery
    • 10.1007/s11263-012-0534-7
    • Castrodad, A.; & Sapiro, G. (2012). Sparse modeling of human actions from motion imagery. International Journal of Computer Vision, 100, 1-15.
    • (2012) International Journal of Computer Vision , vol.100 , pp. 1-15
    • Castrodad, A.1    Sapiro, G.2
  • 9
    • 84968470212 scopus 로고
    • An algorithm for the machine calculation of complex Fourier series
    • 0127.09002 178586 10.1090/S0025-5718-1965-0178586-1
    • Cooley, J. W.; & Tukey, J. W. (1965). An algorithm for the machine calculation of complex Fourier series. Mathematics of Computation, 19, 297-301.
    • (1965) Mathematics of Computation , vol.19 , pp. 297-301
    • Cooley, J.W.1    Tukey, J.W.2
  • 10
    • 84865597888 scopus 로고    scopus 로고
    • Extended SRC: Undersampled face recognition via intraclass variation dictionary
    • 10.1109/TPAMI.2012.30
    • Deng, W. H.; Hu, J. N.; & Guo, J. (2012). Extended SRC: Undersampled face recognition via intraclass variation dictionary. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(9), 1864-1870.
    • (2012) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.34 , Issue.9 , pp. 1864-1870
    • Deng, W.H.1    Hu, J.N.2    Guo, J.3
  • 12
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • 2498043 10.1109/TIP.2006.881969
    • Elad, M.; & Aharon, M. (2006). Image denoising via sparse and redundant representations over learned dictionaries. IEEE Transactions on Image Processing, 15(12), 3736-3745.
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 18
    • 84862649818 scopus 로고    scopus 로고
    • Learning sparse representations for human action recognition
    • 10.1109/TPAMI.2011.253
    • Guha, T.; & Ward, R. K. (2012). Learning sparse representations for human action recognition. IEEE Transactions on Pattern Analysis and Machine Learning, 34(8), 1576-1888.
    • (2012) IEEE Transactions on Pattern Analysis and Machine Learning , vol.34 , Issue.8 , pp. 1576-1888
    • Guha, T.1    Ward, R.K.2
  • 19
    • 0346034995 scopus 로고    scopus 로고
    • A generalized Foley-Sammon transform based on generalized Fisher discrimination criterion and its application to face recognition
    • 1055.68092 10.1016/S0167-8655(02)00207-6
    • Guo, Y.; Li, S.; Yang, J.; Shu, T.; & Wu, L. (2003). A generalized Foley-Sammon transform based on generalized Fisher discrimination criterion and its application to face recognition. Pattern Recognition Letter, 24(1), 147-158.
    • (2003) Pattern Recognition Letter , vol.24 , Issue.1 , pp. 147-158
    • Guo, Y.1    Li, S.2    Yang, J.3    Shu, T.4    Wu, L.5
  • 28
    • 84881536564 scopus 로고    scopus 로고
    • A dictionary learning approach for classification: Separating the particularity and the commonality
    • Kong, S.; & Wang, D. H. (2012). A dictionary learning approach for classification: Separating the particularity and the commonality. In: Proceedings of the European Conference on Computer Vision.
    • (2012) Proceedings of the European Conference on Computer Vision
    • Kong, S.1    Wang D, H.2
  • 29
    • 33144458972 scopus 로고    scopus 로고
    • Efficient and robust feature extraction by maximum margin criterion
    • 10.1109/TNN.2005.860852
    • Li, H.; Jiang, T.; & Zhang, K. (2006). Efficient and robust feature extraction by maximum margin criterion. IEEE Transactions on Neural Network, 17(1), 157-165.
    • (2006) IEEE Transactions on Neural Network , vol.17 , Issue.1 , pp. 157-165
    • Li, H.1    Jiang, T.2    Zhang, K.3
  • 34
    • 39149089704 scopus 로고    scopus 로고
    • Sparse representation for color image restoration
    • 2439792 10.1109/TIP.2007.911828
    • Mairal, J.; Elad, M.; & Sapiro, G. (2008a). Sparse representation for color image restoration. IEEE Transactions on Image Processing, 17(1), 53-69.
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.1 , pp. 53-69
    • Mairal, J.1    Elad, M.2    Sapiro, G.3
  • 40
    • 33846228834 scopus 로고    scopus 로고
    • On the Wiberg algorithm for matrix factorization in the presence of missing components
    • 10.1007/s11263-006-9785-5
    • Okatani, T.; & Deguchi, K. (2007). On the Wiberg algorithm for matrix factorization in the presence of missing components. Internationall Journal of Computer Vision, 72(3), 329-337.
    • (2007) Internationall Journal of Computer Vision , vol.72 , Issue.3 , pp. 329-337
    • Okatani, T.1    Deguchi, K.2
  • 41
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • 0990.68601 10.1023/A:1011139631724
    • Oliva, A.; & Torralba, A. (2001). Modeling the shape of the scene: A holistic representation of the spatial envelope. International Journal of Computer Vision, 42, 145-174.
    • (2001) International Journal of Computer Vision , vol.42 , pp. 145-174
    • Oliva, A.1    Torralba, A.2
  • 42
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • 10.1038/381607a0
    • Olshausen, B. A.; & Field, D. J. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381, 607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 43
    • 0030779611 scopus 로고    scopus 로고
    • Sparse coding with an overcomplete basis set: A strategy employed by v1?
    • 10.1016/S0042-6989(97)00169-7
    • Olshausen, B. A.; & Field, D. J. (1997). Sparse coding with an overcomplete basis set: A strategy employed by v1? Vision Research, 37(23), 3311-3325.
    • (1997) Vision Research , vol.37 , Issue.23 , pp. 3311-3325
    • Olshausen, B.A.1    Field, D.J.2
  • 51
    • 77952714665 scopus 로고    scopus 로고
    • Dictionaries for sparse representation modeling
    • 10.1109/JPROC.2010.2040551
    • Rubinstein, R.; Bruckstein, A. M.; & Elad, M. (2010). Dictionaries for sparse representation modeling. Proceedings of the IEEE, 98(6), 1045-1057.
    • (2010) Proceedings of the IEEE , vol.98 , Issue.6 , pp. 1045-1057
    • Rubinstein, R.1    Bruckstein, A.M.2    Elad, M.3
  • 54
    • 36749069892 scopus 로고    scopus 로고
    • A multiple maximum scatter difference discriminant criterion for facial feature extraction
    • 10.1109/TSMCB.2007.906579
    • Song, F. X.; Zhang, D.; Mei, D. Y.; & Guo, Z. W. (2007). A multiple maximum scatter difference discriminant criterion for facial feature extraction. IEEE Transactions on Systems, Man, and Cybernetics Part B, 37(6), 1599-1606.
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics Part B , vol.37 , Issue.6 , pp. 1599-1606
    • Song, F.X.1    Zhang, D.2    Mei, D.Y.3    Guo, Z.W.4
  • 63
    • 84862173236 scopus 로고    scopus 로고
    • Supervised class-specific dictionary learning for sparse modeling in action recognition
    • 10.1016/j.patcog.2012.04.024
    • Wang, H. R.; Yuan, C. F.; Hu, W. M.; & Sun, C. Y. (2012). Supervised class-specific dictionary learning for sparse modeling in action recognition. Pattern Recognition, 45(11), 3902-3911.
    • (2012) Pattern Recognition , vol.45 , Issue.11 , pp. 3902-3911
    • Wang, H.R.1    Yuan, C.F.2    Hu, W.M.3    Sun, C.Y.4
  • 66
    • 79951911492 scopus 로고    scopus 로고
    • Learning active basis model for object detection and recognition
    • 2719010 10.1007/s11263-009-0287-0
    • Wu, Y. N.; Si, Z. Z.; Gong, H. F.; & Zhu, S. C. (2010). Learning active basis model for object detection and recognition. International Journal of Computer Vision, 90, 198-235.
    • (2010) International Journal of Computer Vision , vol.90 , pp. 198-235
    • Wu, Y.N.1    Si, Z.Z.2    Gong, H.F.3    Zhu, S.C.4
  • 72
    • 79953645524 scopus 로고    scopus 로고
    • Gabor feature based sparse representation for face recognition with gabor occlusion dictionary
    • Yang, M.; & Zhang, L. (2010). Gabor feature based sparse representation for face recognition with gabor occlusion dictionary. In: Proceedings of the European Conference on Computer Vision
    • (2010) Proceedings of the European Conference on Computer Vision
    • Yang, M.1    Zhang, L.2
  • 84
    • 84255204432 scopus 로고    scopus 로고
    • Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images
    • 2918960 10.1109/TIP.2011.2160072
    • Zhou, M. Y.; Chen, H. J.; Paisley, J.; Ren, L.; Li, L. B.; Xing, Z. M.; et al. (2012). Nonparametric Bayesian dictionary learning for analysis of noisy and incomplete images. IEEE Transactions on Image Processing, 21(1), 130-144.
    • (2012) IEEE Transactions on Image Processing , vol.21 , Issue.1 , pp. 130-144
    • Zhou, M.Y.1    Chen, H.J.2    Paisley, J.3    Ren, L.4    Li, L.B.5    Xing, Z.M.6
  • 86
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via elastic net
    • 1069.62054 2137327 10.1111/j.1467-9868.2005.00503.x
    • Zou, H.; & Hastie, T. (2005). Regularization and variable selection via elastic net. Journal of the Royal Statistical Society B, 67(Part 2), 301-320.
    • (2005) Journal of the Royal Statistical Society B , vol.67 , Issue.PART 2 , pp. 301-320
    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.