메뉴 건너뛰기




Volumn 45, Issue 12, 2015, Pages 2905-2913

Structural atomic representation for classification

Author keywords

Atomic representation (AR); Bayesian analysis; greedy coordinate descent; Markov random field (MRF); subspace

Indexed keywords

COMPUTER VISION; MARKOV PROCESSES; PATTERN RECOGNITION;

EID: 84960110063     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2015.2389232     Document Type: Article
Times cited : (10)

References (43)
  • 2
    • 84911935458 scopus 로고    scopus 로고
    • Robust face recognition via adaptive sparse representation
    • Dec.
    • J. Wang et al., " Robust face recognition via adaptive sparse representation, " IEEE Trans. Cybern., vol. 44, no. 12, pp. 2368-2378, Dec. 2014.
    • (2014) IEEE Trans. Cybern. , vol.44 , Issue.12 , pp. 2368-2378
    • Wang, J.1
  • 3
    • 84896968081 scopus 로고    scopus 로고
    • Discriminative object tracking via sparse representation and online dictionary learning
    • Apr.
    • Y. Xie et al., " Discriminative object tracking via sparse representation and online dictionary learning, " IEEE Trans. Cybern., vol. 44, no. 4, pp. 539-553, Apr. 2014.
    • (2014) IEEE Trans. Cybern. , vol.44 , Issue.4 , pp. 539-553
    • Xie, Y.1
  • 5
    • 84939793365 scopus 로고    scopus 로고
    • Discriminative and compact coding for robust face recognition
    • to be published
    • Z.-R. Lai, D.-Q. Dai, C.-X. Ren and K.-K. Huang, " Discriminative and compact coding for robust face recognition, " IEEE Trans. Cybern., to be published.
    • IEEE Trans. Cybern
    • Lai, Z.-R.1    Dai, D.-Q.2    Ren, C.-X.3    Huang, K.-K.4
  • 6
    • 84863011302 scopus 로고    scopus 로고
    • Sparse representation or collaborative representation: Which helps face recognition?
    • L. Zhang, M. Yang and X. Feng, " Sparse representation or collaborative representation: Which helps face recognition? " in Proc. IEEE Int. Conf. Comput. Vis., Barcelona, Spain, 2011, pp. 471-478.
    • (2011) Proc. IEEE Int. Conf. Comput. Vis., Barcelona, Spain , pp. 471-478
    • Zhang, L.1    Yang, M.2    Feng, X.3
  • 7
    • 79959526388 scopus 로고    scopus 로고
    • Maximum correntropy criterion for robust face recognition
    • Aug.
    • R. He, W. Zheng and B. Hu, " Maximum correntropy criterion for robust face recognition, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 8, pp. 1561-1576, Aug. 2011.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.8 , pp. 1561-1576
    • He, R.1    Zheng, W.2    Hu, B.3
  • 14
    • 84960075810 scopus 로고    scopus 로고
    • Robust visual tracking and vehicle classification via sparse representation
    • Y. Ma, A. Yang, H. Derksen and R. Fossum, " Robust visual tracking and vehicle classification via sparse representation, " SIAM Rev., vol. 3, no. 11, pp. 2259-2272, 2008.
    • (2008) SIAM Rev. , vol.3 , Issue.11 , pp. 2259-2272
    • Ma, Y.1    Yang, A.2    Derksen, H.3    Fossum, R.4
  • 15
    • 84960182008 scopus 로고    scopus 로고
    • Learning to rank using user clicks and visual features for image retrieval
    • to be published
    • J.Yu,D. Tao,M.Wang, andY. Rui, " Learning to rank using user clicks and visual features for image retrieval, " IEEE Trans. Cybern., to be published.
    • IEEE Trans. Cybern
    • Yu, J.1    Tao, D.2    Wang, M.3    Rui, Y.4
  • 16
    • 24944537843 scopus 로고    scopus 로고
    • Large margin methods for structured and interdependent output variables
    • Sep.
    • I. Tsochantaridis, T. Joachims, T. Hofmann and Y. Altun, " Large margin methods for structured and interdependent output variables, " J. Mach. Learn. Res., vol. 6, pp. 1453-1484, Sep. 2005.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 1453-1484
    • Tsochantaridis, I.1    Joachims, T.2    Hofmann, T.3    Altun, Y.4
  • 18
    • 84890560521 scopus 로고    scopus 로고
    • Multiview hessian discriminative sparse coding for image annotation
    • Jan.
    • W. Liu, D. Tao, J. Cheng and Y. Tang, " Multiview Hessian discriminative sparse coding for image annotation, " Comput. Vis. Image Understand., vol. 118, pp. 50-60, Jan. 2014.
    • (2014) Comput. Vis. Image Understand. , vol.118 , pp. 50-60
    • Liu, W.1    Tao, D.2    Cheng, J.3    Tang, Y.4
  • 20
    • 84863359440 scopus 로고    scopus 로고
    • Kernel sparse representation-based classifier
    • Jan.
    • L. Zhang et al., " Kernel sparse representation-based classifier, " IEEE Trans. Signal Process., vol. 60, no. 4, pp. 1684-1695, Jan. 2012.
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.4 , pp. 1684-1695
    • Zhang, L.1
  • 21
    • 84898031966 scopus 로고    scopus 로고
    • Click prediction for web image reranking using multimodal sparse coding
    • May
    • J. Yu, Y. Rui and D. Tao, " Click prediction for web image reranking using multimodal sparse coding, " IEEE Trans. Image Process., vol. 23, no. 5, pp. 2019-2032, May 2014.
    • (2014) IEEE Trans. Image Process. , vol.23 , Issue.5 , pp. 2019-2032
    • Yu, J.1    Rui, Y.2    Tao, D.3
  • 23
    • 84870197517 scopus 로고    scopus 로고
    • Robust recovery of subspace structures by low-rank representation
    • Jan.
    • G. Liu et al., " Robust recovery of subspace structures by low-rank representation, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 171-184, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.1 , pp. 171-184
    • Liu, G.1
  • 28
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-Thresholding algorithm for linear inverse problems
    • A. Beck and M. Teboulle, " A fast iterative shrinkage-Thresholding algorithm for linear inverse problems, " SIAM J. Imag. Sci., vol. 2, no. 1, pp. 183-202, 2009.
    • (2009) SIAM J. Imag. Sci. , vol.2 , Issue.1 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 29
    • 80052087931 scopus 로고    scopus 로고
    • Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields
    • Mar.
    • J. Li, J. Bioucas-Dias and A. Plaza, " Spectral-spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields, " IEEE Trans. Geosci. Remote Sens., vol. 50, no. 3, pp. 809-823, Mar. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.3 , pp. 809-823
    • Li, J.1    Bioucas-Dias, J.2    Plaza, A.3
  • 30
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • J. Besag, " Spatial interaction and the statistical analysis of lattice systems, " J. Roy. Stat. Soc. B, vol. 36, no. 2, pp. 192-236, 1974.
    • (1974) J. Roy. Stat. Soc. B , vol.36 , Issue.2 , pp. 192-236
    • Besag, J.1
  • 31
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images
    • Nov.
    • S. Geman and D. Geman, " Stochastic relaxation, Gibbs distribution and the Bayesian restoration of images, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 6, no. 6, pp. 721-741, Nov. 1984.
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 32
    • 84884541998 scopus 로고    scopus 로고
    • Sparse subspace clustering: Algorithm, theory and applications
    • Nov.
    • E. Elhamifar and R. Vidal, " Sparse subspace clustering: Algorithm, theory and applications, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 11, pp. 2765-2781, Nov. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.11 , pp. 2765-2781
    • Elhamifar, E.1    Vidal, R.2
  • 33
    • 85032760331 scopus 로고    scopus 로고
    • Subspace clustering
    • Mar.
    • R. Vidal, " Subspace clustering, " IEEE Signal Process. Mag., vol. 28, no. 2, pp. 52-68, Mar. 2011.
    • (2011) IEEE Signal Process. Mag. , vol.28 , Issue.2 , pp. 52-68
    • Vidal, R.1
  • 34
    • 84904666899 scopus 로고    scopus 로고
    • Robust subspace segmentation via low-rank representation
    • Aug.
    • J. Chen and J. Yang, " Robust subspace segmentation via low-rank representation, " IEEE Trans. Cybern., vol. 44, no. 8, pp. 1432-1445, Aug. 2014.
    • (2014) IEEE Trans. Cybern. , vol.44 , Issue.8 , pp. 1432-1445
    • Chen, J.1    Yang, J.2
  • 35
    • 77956506829 scopus 로고    scopus 로고
    • Coordinate descent optimization for l1 minimization with application to compressed sensing; A greedy algorithm
    • Y. Li and S. Osher, " Coordinate descent optimization for l1 minimization with application to compressed sensing; a greedy algorithm, " Inv. Prob. Imag., vol. 3, no. 3, pp. 487-503, 2009.
    • (2009) Inv. Prob. Imag. , vol.3 , Issue.3 , pp. 487-503
    • Li, Y.1    Osher, S.2
  • 36
    • 0028428774 scopus 로고
    • A database for handwritten text recognition research
    • May
    • J. Hull, " A database for handwritten text recognition research, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 5, pp. 550-554, May 1994.
    • (1994) IEEE Trans. Pattern Anal. Mach. Intell. , vol.16 , Issue.5 , pp. 550-554
    • Hull, J.1
  • 37
    • 18144420071 scopus 로고    scopus 로고
    • Acquiring linear subspaces for face recognition under variable lighting
    • May
    • K. Lee, J. Ho and D. Driegman, " Acquiring linear subspaces for face recognition under variable lighting, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 5, pp. 684-698, May 2005.
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.5 , pp. 684-698
    • Lee, K.1    Ho, J.2    Driegman, D.3
  • 38
    • 0347380229 scopus 로고    scopus 로고
    • The CMU pose, illumination and expression database
    • Dec.
    • T. Sim, S. Baker and M. Bsat, " The CMU pose, illumination and expression database, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1615-1618, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1615-1618
    • Sim, T.1    Baker, S.2    Bsat, M.3
  • 41
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
    • Dec.
    • M. Belkin, P. Niyogi and V. Sindhwani, " Manifold regularization: A geometric framework for learning from labeled and unlabeled examples, " J. Mach. Learn. Res., vol. 7, pp. 2399-2434, Dec. 2006.
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 42
    • 84878920314 scopus 로고    scopus 로고
    • Manifold regularization and semi-supervised learning: Some theoretical analyses
    • Jan.
    • P. Niyogi, " Manifold regularization and semi-supervised learning: Some theoretical analyses, " J. Mach. Learn. Res., vol. 14, pp. 1229-1250, Jan. 2013.
    • (2013) J. Mach. Learn. Res. , vol.14 , pp. 1229-1250
    • Niyogi, P.1
  • 43
    • 84907907778 scopus 로고    scopus 로고
    • Hessian regularized co-Training for social activity recognition
    • Sep., Art. ID e108474
    • W. Liu, Y. Li, X. Lin, D. Tao and Y. Wang, " Hessian regularized co-Training for social activity recognition, " PLoS ONE, vol. 9, no. 9, Sep. 2014, Art. ID e108474.
    • PLoS ONE , vol.9 , Issue.9 , pp. 2014
    • Liu, W.1    Li, Y.2    Lin, X.3    Tao, D.4    Wang, Y.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.