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Volumn 2015-January, Issue , 2015, Pages 3678-3684

Robust kernel dictionary learning using a whole sequence convergent algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CONVEX OPTIMIZATION; MATRIX ALGEBRA; STATISTICS;

EID: 84949907990     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (16)

References (28)
  • 1
    • 84897677677 scopus 로고    scopus 로고
    • Kernel compressive sensing
    • Farhad Pourkamali Anaraki and Shannon M. Hughes. Kernel compressive sensing. ICIP, pages 494-498, 2013.
    • (2013) ICIP , pp. 494-498
    • Anaraki, F.P.1    Hughes, S.M.2
  • 2
    • 85028009354 scopus 로고    scopus 로고
    • 0 norm based dictionary learning by proximal methods with global convergence
    • 0 norm based dictionary learning by proximal methods with global convergence. CVPR, pages 1-8, 2014.
    • (2014) CVPR , pp. 1-8
    • Bao, C.1    Ji, H.2    Quan, Y.3    Shen, Z.4
  • 3
    • 84905580784 scopus 로고    scopus 로고
    • Proximal alternating linearized minimizing for nonconvex and nonsmooth problems
    • Jerome Bolt, Shoham Sabach, and Marc Teboulle. Proximal alternating linearized minimizing for nonconvex and nonsmooth problems. Mathematical Programming, pages 459-494, 2013.
    • (2013) Mathematical Programming , pp. 459-494
    • Bolt, J.1    Sabach, S.2    Teboulle, M.3
  • 4
    • 84898797393 scopus 로고    scopus 로고
    • Robust dictionary learning by error sourse decomposition
    • Zhouyuan Chen and Ying Wu. Robust dictionary learning by error sourse decomposition. ICCV, pages 2216-2223, 2013.
    • (2013) ICCV , pp. 2216-2223
    • Chen, Z.1    Wu, Y.2
  • 5
    • 77958038641 scopus 로고    scopus 로고
    • Sparsity induced similarity measure for label propagation
    • Hong Cheng, Zicheng Liu, and Jie Yang. Sparsity induced similarity measure for label propagation. ICCV, pages 1-8, 2009.
    • (2009) ICCV , pp. 1-8
    • Cheng, H.1    Liu, Z.2    Jie, Y.3
  • 6
    • 84875252662 scopus 로고    scopus 로고
    • Sparse representation and learning in visual recognition: Theory and applications
    • Hong Cheng, Zicheng Liu, Lu Yang, and Xuewen Chen. Sparse representation and learning in visual recognition: Theory and applications. Signal Processing, pages 1408-1425, 2013.
    • (2013) Signal Processing , pp. 1408-1425
    • Cheng, H.1    Liu, Z.2    Lu, Y.3    Chen, X.4
  • 7
    • 78149343905 scopus 로고    scopus 로고
    • Kernel sparse representation for image classification and face recognition
    • Shenghua Gao, Ivor Wai-Hung Tsang, and Liang-Tien Chia. Kernel sparse representation for image classification and face recognition. ECCV, pages 1-14, 2010.
    • (2010) ECCV , pp. 1-14
    • Gao, S.1    Tsang, I.W.-H.2    Chia, L.-T.3
  • 9
    • 84959215564 scopus 로고    scopus 로고
    • Riemannian coding and dictionary learning: Kernels to the rescue
    • Mehrtash Harandi and Mathieu Salzmann. Riemannian coding and dictionary learning: Kernels to the rescue. CVPR, 2015.
    • (2015) CVPR
    • Harandi, M.1    Salzmann, M.2
  • 10
    • 84867859318 scopus 로고    scopus 로고
    • Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach
    • Mehrtash Harandi, Conrad Sanderson, Richard Hartley, and Brian Lovell. Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach. ECCV, pages 216-229, 2012.
    • (2012) ECCV , pp. 216-229
    • Harandi, M.1    Sanderson, C.2    Hartley, R.3    Lovell, B.4
  • 11
    • 84896061825 scopus 로고    scopus 로고
    • Human action recognition using a temporal hierarchy of covariance descriptors on 3d joint locations
    • Mohamed E. Hussein, Marwan Torki, Mohammad A. Gowayyed, and Motaz El-Saban. Human action recognition using a temporal hierarchy of covariance descriptors on 3d joint locations. IJCAI, pages 2466-2472, 2013.
    • (2013) IJCAI , pp. 2466-2472
    • Hussein, M.E.1    Torki, M.2    Gowayyed, M.A.3    El-Saban, M.4
  • 12
    • 84904756930 scopus 로고    scopus 로고
    • Efficient kernel sparse coding vis first-order smooth optimization
    • August
    • Minyoung Kim. Efficient kernel sparse coding vis first-order smooth optimization. IEEE Trans. on Neural Networks and Learning Systems, 25(8):1447-1459, August 2014.
    • (2014) IEEE Trans. on Neural Networks and Learning Systems , vol.25 , Issue.8 , pp. 1447-1459
    • Kim, M.1
  • 13
    • 83055187059 scopus 로고    scopus 로고
    • Robust nonnegtive matrix factorization using l21-norm
    • Deguang Kong, Chris Ding, and Heng Huang. Robust nonnegtive matrix factorization using l21-norm. CIKM, pages 673-682, 2011.
    • (2011) CIKM , pp. 673-682
    • Kong, D.1    Ding, C.2    Huang, H.3
  • 14
    • 84874558795 scopus 로고    scopus 로고
    • External report (Blue series) 35, Centre for Image Analysis, Swedish University of Agricultural Sciences and Uppsala University, Uppsala, Sweden
    • Gustaf Kylberg. The kylberg texture dataset v. 1.0. External report (Blue series) 35, Centre for Image Analysis, Swedish University of Agricultural Sciences and Uppsala University, Uppsala, Sweden, 2011.
    • (2011) The Kylberg Texture Dataset v. 1.0
    • Kylberg, G.1
  • 15
    • 84874086236 scopus 로고    scopus 로고
    • Fast kernel sparse representation approaches for classification
    • Yifeng Li and Alioune Ngom. Fast kernel sparse representation approaches for classification. ICDM, 2012.
    • (2012) ICDM
    • Li, Y.1    Ngom, A.2
  • 16
    • 84898823298 scopus 로고    scopus 로고
    • Log-euclidean kernels for sparse represenation and dicionary learning
    • Peihua Li, Qilong Wang, Wangmeng Zuo, and Lei Zhang. Log-euclidean kernels for sparse represenation and dicionary learning. ICCV, pages 1601-1608, 2013.
    • (2013) ICCV , pp. 1601-1608
    • Li, P.1    Wang, Q.2    Zuo, W.3    Lei, Z.4
  • 17
    • 84906504755 scopus 로고    scopus 로고
    • Self-explanatory sparse representation for image classification
    • Baodi Liu, Yuxiong Wang, Bin Shen, and Yujin Zhang. Self-explanatory sparse representation for image classification. ECCV, pages 600-616, 2014.
    • (2014) ECCV , pp. 600-616
    • Liu, B.1    Wang, Y.2    Bin, S.3    Zhang, Y.4
  • 19
  • 21
    • 84896061560 scopus 로고    scopus 로고
    • Early active learning via robust representation and structured sparsity
    • Feiping Nie, Hua Wang, Heng Huang, and Chris Ding. Early active learning via robust representation and structured sparsity. IJCAI, pages 1572-1578, 2013.
    • (2013) IJCAI , pp. 1572-1578
    • Nie, F.1    Hua, W.2    Huang, H.3    Ding, C.4
  • 22
    • 84908200534 scopus 로고    scopus 로고
    • Robust non-negative dicionrarty learning
    • Qihe Pan, Deguang Kong, Chris Ding, and Bin Luo. Robust non-negative dicionrarty learning. AAAI, pages 2027-2033, 2014.
    • (2014) AAAI , pp. 2027-2033
    • Pan, Q.1    Kong, D.2    Ding, C.3    Bin, L.4
  • 24
    • 84873123275 scopus 로고    scopus 로고
    • Robust kernel nonnegative matrix factorization
    • Zhichen Xia, Chiris Ding, and Edmond Chow. Robust kernel nonnegative matrix factorization. ICDMW, pages 522-529, 2012.
    • (2012) ICDMW , pp. 522-529
    • Xia, Z.1    Ding, C.2    Chow, E.3
  • 25
    • 84898797652 scopus 로고    scopus 로고
    • On a nonlinear generalization of sparse coding and dictionrary learning
    • Yuchen Xie, Jeffrey Ho, and baba Vemuri. On a nonlinear generalization of sparse coding and dictionrary learning. ICML, pages 1-8, 2013.
    • (2013) ICML , pp. 1-8
    • Xie, Y.1    Ho, J.2    Vemuri, B.3
  • 26
    • 78650593938 scopus 로고    scopus 로고
    • Bag-of-visual-words and spatial extensions for land-use classification
    • Yi Yang and Shawn Newsam. Bag-of-visual-words and spatial extensions for land-use classification. ACM Int. Conf. Adv. Geogr. Inf. Syst., pages 270-279, 2010.
    • (2010) ACM Int. Conf. Adv. Geogr. Inf. Syst. , pp. 270-279
    • Yi, Y.1    Newsam, S.2
  • 28
    • 85077961749 scopus 로고    scopus 로고
    • Online dictionary learning on symmetric positive definite manifolds with vision applications
    • Shengping Zhang, Shiva Kasiviswanathan, Pong C Yuen, and Mehrtash Harandi. Online dictionary learning on symmetric positive definite manifolds with vision applications. AAAI, pages 1-6, 2015.
    • (2015) AAAI , pp. 1-6
    • Zhang, S.1    Kasiviswanathan, S.2    Yuen, P.C.3    Harandi, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.