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Volumn , Issue , 2012, Pages

A sparse kernel representation method for image classification

Author keywords

classification; sparse kernel; sparse representation

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION ALGORITHM; CLASSIFICATION METHODS; FEATURE SPACE; IMAGES CLASSIFICATION; K-MEANS CLUSTERING; ORIGINAL SAMPLE; PUBLIC DATABASE; SPARSE KERNELS; SPARSE REPRESENTATION; TESTING SAMPLES;

EID: 84865082265     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2012.6252728     Document Type: Conference Paper
Times cited : (13)

References (30)
  • 1
    • 63049133403 scopus 로고    scopus 로고
    • Unsupervised pixel classification in satellite imagery using a new multiobjective symmetry based clustering approach
    • 19-21 Nov.
    • Saha, S.; Bandyopadhyay, S.;, "Unsupervised pixel classification in satellite imagery using a new multiobjective symmetry based clustering approach," TENCON 2008 - 2008 IEEE Region 10 Conference , vol., no., pp.1-6, 19-21 Nov. 2008.
    • (2008) TENCON 2008-2008 IEEE Region 10 Conference , pp. 1-6
    • Saha, S.1    Bandyopadhyay, S.2
  • 2
  • 6
    • 52649111664 scopus 로고    scopus 로고
    • Semi-supervised classification with universum
    • D Zhang, J.Wang, F.Wang, and C.Zhang: Semi-Supervised Classification with Universum.SDM.pp.323-3 33, 2008.
    • (2008) SDM , vol.33 , pp. 323-333
    • Zhang, D.1    Wang, J.2    Wang, F.3    Zhang, C.4
  • 8
    • 77951963418 scopus 로고    scopus 로고
    • Improving SVM classification accuracy using a hierarchical approach for hyperspectral images
    • 7-10 Nov.
    • Demir, B.; Erturk, S.; , "Improving SVM classification accuracy using a hierarchical approach for hyperspectral images," Image Processing (ICIP), 2009 16th IEEE International Conference on , vol., no., pp.2849-2852, 7-10 Nov. 2009.
    • (2009) Image Processing (ICIP), 2009 16th IEEE International Conference on , pp. 2849-2852
    • Demir, B.1    Erturk, S.2
  • 10
    • 70449311374 scopus 로고
    • Receptive fields of single neurons in the cat's striate cortex[J]
    • HUBEL D H,WIESEL T N. Receptive fields of single neurons in the cat's striate cortex[J].Journal of Physiology ,148:574-591,1959.
    • (1959) Journal of Physiology , vol.148 , pp. 574-591
    • Hubel, D.H.1    Wiesel, T.N.2
  • 12
    • 33750383209 scopus 로고    scopus 로고
    • K-SVD:An Algorithm for designing of overcomplete dictionaries fo sparse representation
    • M.Aharon,M.Elad,and A.M.Bruckstein,"K-SVD:An Algorithm for designing of overcomplete dictionaries fo sparse representation",IEEE trans.On signal processing,vol,54.no.11,2006.
    • (2006) IEEE Trans.On Signal Processing , vol.54 , Issue.11
    • Aharon, M.1    Elad, M.2    Bruckstein, A.M.3
  • 13
    • 33845584374 scopus 로고    scopus 로고
    • Image denoising via learned dictionaries and sparse representation
    • June 17-22
    • M.Aharon,M.Elad,"Image denoising via learned dictionaries and sparse representation",CVPR,NY,June 17-22,2006.
    • (2006) CVPR,NY
    • Aharon, M.1    Elad, M.2
  • 15
    • 23044451368 scopus 로고    scopus 로고
    • And Andrzej Cichoeki.Sparse component analysis and blind source separation of inderdetemrined Mixtures
    • 4
    • Pnado Geogriev , Fbaian Theis and Andrzej Cichoeki.Sparse component analysis and blind source separation of inderdetemrined Mixtures. IEEE Transactions on Neural Networks,vol.16,no.4,Jul.2005.
    • (2005) IEEE Transactions on Neural Networks , vol.16
    • Geogriev, P.1    Theis, F.2
  • 16
    • 27644552178 scopus 로고    scopus 로고
    • Speeeh enhancement employing Laplacian-Gaussian mixture
    • Sep.
    • Saeed Gazor and Wei Zhang. Speeeh Enhancement Employing Laplacian-Gaussian Mixture. IEEE Transactions on Speech and Audio Processing, vol.13, no.5, pp.896 - 904, Sep.2005.
    • (2005) IEEE Transactions on Speech and Audio Processing , vol.13 , Issue.5 , pp. 896-904
    • Gazor, S.1    Zhang, W.2
  • 17
    • 0029880979 scopus 로고    scopus 로고
    • Effieient coding of natural scenes in the lateral Geniculate nueleus:experimental test of a computational theory
    • Y.Dan, J.J.Atiek, and R.C.Reid. Effieient coding of natural scenes in the lateral Geniculate nueleus:experimental test of a computational theory. Journal of Neuroscience, vol.16, pp.3351-3362, 1996.
    • (1996) Journal of Neuroscience , vol.16 , pp. 3351-3362
    • Dan, Y.1    Atiek, J.J.2    Reid, R.C.3
  • 18
    • 0032492432 scopus 로고    scopus 로고
    • Independent component filters of natural images compared with simple cells in primary visual cortex
    • Mar.
    • J.H.van Hateren and A.van der Schaaf. Independent component filters of natural images compared with simple cells in primary visual cortex. Proceeding of the Royal Society of London , B225,vol.265,pp.359.Mar.1998.
    • (1998) Proceeding of the Royal Society of London, B225 , vol.265 , pp. 359
    • Van Hateren, J.H.1    Van Der Schaaf, A.2
  • 19
    • 0041324208 scopus 로고    scopus 로고
    • Gaussian moments for noise in dependent ceomponent analysis
    • A.Hyvarinen. Gaussian moments for noise in dependent ceomponent analysis. IEEE Signal Proeessing Letters , vol.6 , no.6 , pp.145-147,1999.
    • (1999) IEEE Signal Proeessing Letters , vol.6 , Issue.6 , pp. 145-147
    • Hyvarinen, A.1
  • 20
    • 51949092794 scopus 로고    scopus 로고
    • Robust face recognition via sparse representation
    • in press
    • J. Wright, A. Ganesh, A. Yang, and Y. Ma: Robust face recognition via sparse representation. TPAMI, in press, 2008.
    • (2008) TPAMI
    • Wright, J.1    Ganesh, A.2    Yang, A.3    Ma, Y.4
  • 25
    • 0033640646 scopus 로고    scopus 로고
    • Statistical pattern recognition: A review Pattern Analysis and Machine Intelligence
    • Jan
    • Jain, A.K.; Duin, R.P.W.; Jianchang Mao; , "Statistical pattern recognition: a review," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.22, no.1, pp.4-37, Jan 2000.
    • (2000) IEEE Transactions on , vol.22 , Issue.1 , pp. 4-37
    • Jain, A.K.1    Duin, R.P.W.2    Mao, J.3
  • 26
    • 84865074737 scopus 로고    scopus 로고
    • http://www.face-rec.org/databases/
  • 27
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S.S.Chen, D.L.Donoho, M.A.Saunders, Atomic decomposition by basis pursuit, SIAM Review, 2001, 43(1):129-159.
    • (2001) SIAM Review , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 29
    • 84865103394 scopus 로고    scopus 로고
    • http://www.kernel-machines.org/.
  • 30
    • 84865103397 scopus 로고    scopus 로고
    • http://yann.lecun.com/exdb/mnist/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.