메뉴 건너뛰기




Volumn , Issue , 2014, Pages 4236-4240

Multi-task image classification via collaborative, hierarchical spike-and-slab priors

Author keywords

face recognition; Image analysis; sparse representation; spike and slab; structured priors

Indexed keywords

FACE RECOGNITION; IMAGE ANALYSIS; IMAGE PROCESSING;

EID: 84933535672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2014.7025860     Document Type: Conference Paper
Times cited : (36)

References (33)
  • 2
    • 84866609133 scopus 로고    scopus 로고
    • Visual classification with multitask joint sparse representation
    • Oct.
    • X.-T. Yuan, X. Liu, and S. Yan, "Visual classification with multitask joint sparse representation," IEEE Trans. Image Processing, vol. 21, no. 10, pp. 4349-4360, Oct. 2012.
    • (2012) IEEE Trans. Image Processing , vol.21 , Issue.10 , pp. 4349-4360
    • Yuan, X.-T.1    Liu, X.2    Yan, S.3
  • 3
    • 34648825723 scopus 로고    scopus 로고
    • A comparative study of local matching approach for face recognition
    • J. Zou, Q. Ji, and G. Nagy, "A comparative study of local matching approach for face recognition," IEEE Trans. Image Processing, vol. 16, no. 10, pp. 2617-2628, 2007.
    • (2007) IEEE Trans. Image Processing , vol.16 , Issue.10 , pp. 2617-2628
    • Zou, J.1    Ji, Q.2    Nagy, G.3
  • 4
    • 84885036719 scopus 로고    scopus 로고
    • Face recognition using multiviewpoint patterns for robot vision
    • Springer Berlin /Heidelberg
    • K. Fukui and O. Yamaguchi, "Face recognition using multiviewpoint patterns for robot vision," in Robotics Research, ser. Springer Tracts in Advanced Robotics, vol. 15. Springer Berlin /Heidelberg, 2005, pp. 192-201.
    • (2005) Robotics Research, Ser. Springer Tracts in Advanced Robotics , vol.15 , pp. 192-201
    • Fukui, K.1    Yamaguchi, O.2
  • 5
    • 1642290713 scopus 로고    scopus 로고
    • Automatic spectral target recognition in hyperspectral imagery
    • Oct
    • H. Ren and C.-I. Chang, "Automatic spectral target recognition in hyperspectral imagery," Aerospace and Electronic Systems, IEEE Transactions on, vol. 39, no. 4, pp. 1232-1249, Oct 2003.
    • (2003) Aerospace and Electronic Systems, IEEE Transactions on , vol.39 , Issue.4 , pp. 1232-1249
    • Ren, H.1    Chang, C.-I.2
  • 6
    • 0035300682 scopus 로고    scopus 로고
    • Support vector machines for sar automatic target recognition
    • Apr
    • Q. Zhao and J. Principe, "Support vector machines for sar automatic target recognition," Aerospace and Electronic Systems, IEEE Transactions on, vol. 37, no. 2, pp. 643-654, Apr 2001.
    • (2001) Aerospace and Electronic Systems, IEEE Transactions on , vol.37 , Issue.2 , pp. 643-654
    • Zhao, Q.1    Principe, J.2
  • 12
    • 83655167265 scopus 로고    scopus 로고
    • Joint dynamic sparse representation for multi-view face recognition
    • H. Zhang, N. M. Nasrabadi, Y. Zhang, and T. S. Huang, "Joint dynamic sparse representation for multi-view face recognition," Pattern Recognition, vol. 45, no. 4, pp. 1290-1298, 2012.
    • (2012) Pattern Recognition , vol.45 , Issue.4 , pp. 1290-1298
    • Zhang, H.1    Nasrabadi, N.M.2    Zhang, Y.3    Huang, T.S.4
  • 16
    • 84863979867 scopus 로고    scopus 로고
    • Multiview automatic target recognition using joint sparse representation
    • July
    • H. Zhang, N. M. Nasrabadi, Y. Zhang, and T. S. Huang, "Multiview automatic target recognition using joint sparse representation," IEEE Trans. Aerosp. Electron. Syst., vol. 48, no. 3, pp. 2481-2497, July 2012.
    • (2012) IEEE Trans. Aerosp. Electron. Syst. , vol.48 , Issue.3 , pp. 2481-2497
    • Zhang, H.1    Nasrabadi, N.M.2    Zhang, Y.3    Huang, T.S.4
  • 17
    • 84881650786 scopus 로고    scopus 로고
    • SHIRC: A simultaneous Sparsity model for Histopathological Image Representation and Classification
    • U. Srinivas, et al., "SHIRC: A simultaneous Sparsity model for Histopathological Image Representation and Classification," in Proc. IEEE Int. Symp. Biomed. Imag., 2013, pp. 1118-1121.
    • (2013) Proc. IEEE Int. Symp. Biomed. Imag. , pp. 1118-1121
    • Srinivas, U.1
  • 21
    • 33646365077 scopus 로고    scopus 로고
    • For most large underdetermined systems of linear equations the minimal l1-norm solution is also the sparsest solution
    • D. L. Donoho, "For most large underdetermined systems of linear equations the minimal l1-norm solution is also the sparsest solution," Comm. Pure Appl. Math., vol. 59, no. 6, pp. 797-829, 2006.
    • (2006) Comm. Pure Appl. Math. , vol.59 , Issue.6 , pp. 797-829
    • Donoho, D.L.1
  • 23
    • 77955672486 scopus 로고    scopus 로고
    • Learning with compressible priors
    • V. Cevher, "Learning with compressible priors. " in NIPS, 2009, pp. 261-269.
    • (2009) NIPS , pp. 261-269
    • Cevher, V.1
  • 24
    • 84860345321 scopus 로고    scopus 로고
    • A majorization minimization approach to variable selection using spike and slab priors
    • 06
    • T.-J. Yen, "A majorization minimization approach to variable selection using spike and slab priors," The Annals of Statistics, vol. 39, no. 3, pp. 1748-1775, 06 2011.
    • (2011) The Annals of Statistics , vol.39 , Issue.3 , pp. 1748-1775
    • Yen, T.-J.1
  • 25
    • 22944460748 scopus 로고    scopus 로고
    • Spike and slab variable selection: Frequentist and bayesian strategies
    • H. Ishwaran and J. S. Rao, "Spike and slab variable selection: frequentist and bayesian strategies," The Annals of Statistics, pp. 463-976, 2005.
    • (2005) The Annals of Statistics , pp. 463-976
    • Ishwaran, H.1    Rao, J.S.2
  • 27
    • 85162414745 scopus 로고    scopus 로고
    • Spike and slab variational inference for multi-task and multiple kernel learning
    • M. K. Titsias and M. Lázaro-Gredilla, "Spike and slab variational inference for multi-task and multiple kernel learning," in NIPS, 2011, pp. 2339-2347.
    • (2011) NIPS , pp. 2339-2347
    • Titsias, M.K.1    Lázaro-Gredilla, M.2
  • 29
  • 31
  • 32
    • 77957019075 scopus 로고    scopus 로고
    • Graph-based classification of multiple observation sets
    • E. Kokiopoulou and P. Frossard, "Graph-based classification of multiple observation sets," Pattern Recognition, vol. 43, no. 12, pp. 3988-3997, 2010.
    • (2010) Pattern Recognition , vol.43 , Issue.12 , pp. 3988-3997
    • Kokiopoulou, E.1    Frossard, P.2
  • 33
    • 30844445842 scopus 로고    scopus 로고
    • Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
    • Apr.
    • J. A. Tropp, A. C. Gilbert, and M. J. Strauss, "Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit," Signal Processing, vol. 86, pp. 572-588, Apr. 2006.
    • (2006) Signal Processing , vol.86 , pp. 572-588
    • Tropp, J.A.1    Gilbert, A.C.2    Strauss, M.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.