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Volumn , Issue , 2015, Pages 464-471

Scalable similarity learning using large margin neighborhood embedding

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDINGS; IMAGE PROCESSING;

EID: 84925382295     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2015.68     Document Type: Conference Paper
Times cited : (2)

References (30)
  • 1
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. Neural computation, 15(6):1373-1396, 2003.
    • (2003) Neural Computation , vol.15 , Issue.6 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 84904136037 scopus 로고    scopus 로고
    • Large-scale machine learning with stochastic gradient descent
    • L. Bottou. Large-scale machine learning with stochastic gradient descent. In Proceedings of COMPSTAT, pages 177-186, 2010.
    • (2010) Proceedings of COMPSTAT , pp. 177-186
    • Bottou, L.1
  • 7
    • 80052910977 scopus 로고    scopus 로고
    • Hierarchical semantic indexing for large scale image retrieval
    • J. Deng, A. C. Berg, and L. Fei-Fei. Hierarchical semantic indexing for large scale image retrieval. In Proc. CVPR, pages 785-792, 2011.
    • (2011) Proc. CVPR , pp. 785-792
    • Deng, J.1    Berg, A.C.2    Fei-Fei, L.3
  • 9
    • 34047174674 scopus 로고    scopus 로고
    • Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories
    • L. Fei-Fei, R. Fergus, and P. Perona. Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories. Computer Vision and Image Understanding, 106(1):59-70, 2007.
    • (2007) Computer Vision and Image Understanding , vol.106 , Issue.1 , pp. 59-70
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 11
  • 14
    • 84887324982 scopus 로고    scopus 로고
    • Learning locally-adaptive decision functions for person verification
    • Z. Li, S. Chang, F. Liang, T. S. Huang, L. Cao, and J. R. Smith. Learning locally-adaptive decision functions for person verification. In Proc. CVPR, pages 3610-3617, 2013.
    • (2013) Proc. CVPR , pp. 3610-3617
    • Li, Z.1    Chang, S.2    Liang, F.3    Huang, T.S.4    Cao, L.5    Smith, J.R.6
  • 15
    • 84884582871 scopus 로고    scopus 로고
    • Distance-based image classification: Generalizing to new classes at near-zero cost
    • T. Mensink, J. Verbeek, F. Perronnin, and G. Csurka. Distance-based image classification: Generalizing to new classes at near-zero cost. IEEE Trans. PAMI, 35(11):2624-2637, 2013.
    • (2013) IEEE Trans. PAMI , vol.35 , Issue.11 , pp. 2624-2637
    • Mensink, T.1    Verbeek, J.2    Perronnin, F.3    Csurka, G.4
  • 17
    • 78149348137 scopus 로고    scopus 로고
    • Improving the fisher kernel for large-scale image classification
    • F. Perronnin, J. Sánchez, and T. Mensink. Improving the fisher kernel for large-scale image classification. In Proc. ECCV, pages 143-156, 2010.
    • (2010) Proc. ECCV , pp. 143-156
    • Perronnin, F.1    Sánchez, J.2    Mensink, T.3
  • 18
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S. T. Roweis and L. K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 19
    • 84866698558 scopus 로고    scopus 로고
    • Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking
    • X. Shen, Z. Lin, J. Brandt, S. Avidan, and Y. Wu. Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking. In Proc. CVPR, pages 3013-3020, 2012.
    • (2012) Proc. CVPR , pp. 3013-3020
    • Shen, X.1    Lin, Z.2    Brandt, J.3    Avidan, S.4    Wu, Y.5
  • 22
    • 77955996870 scopus 로고    scopus 로고
    • Locality-constrained linear coding for image classification
    • J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained linear coding for image classification. In Proc. CVPR, pages 3360-3367, 2010.
    • (2010) Proc. CVPR , pp. 3360-3367
    • Wang, J.1    Yang, J.2    Yu, K.3    Lv, F.4    Huang, T.5    Gong, Y.6
  • 23
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Q. Weinberger and L. K. Saul. Distance metric learning for large margin nearest neighbor classification. J. Mach. Learn. Res., 10:207-244, 2009.
    • (2009) J. Mach. Learn. Res. , vol.10 , pp. 207-244
    • Weinberger, K.Q.1    Saul, L.K.2
  • 24
    • 77955988947 scopus 로고    scopus 로고
    • Sun database: Large-scale scene recognition from abbey to zoo
    • J. Xiao, J. Hays, K. A. Ehinger, A. Oliva, and A. Torralba. Sun database: Large-scale scene recognition from abbey to zoo. In Proc. CVPR, pages 3485-3492, 2010.
    • (2010) Proc. CVPR , pp. 3485-3492
    • Xiao, J.1    Hays, J.2    Ehinger, K.A.3    Oliva, A.4    Torralba, A.5
  • 27
    • 33947194180 scopus 로고    scopus 로고
    • Graph embedding and extensions: A general framework for dimensionality reduction
    • S. Yan, D. Xu, B. Zhang, H.-J. Zhang, Q. Yang, and S. Lin. Graph embedding and extensions: a general framework for dimensionality reduction. IEEE Trans. PAMI, 29(1):40-51, 2007.
    • (2007) IEEE Trans. PAMI , vol.29 , Issue.1 , pp. 40-51
    • Yan, S.1    Xu, D.2    Zhang, B.3    Zhang, H.-J.4    Yang, Q.5    Lin, S.6
  • 28
    • 84911374908 scopus 로고    scopus 로고
    • Fine-grained visual comparisons with local learning
    • June
    • A. Yu and K. Grauman. Fine-grained visual comparisons with local learning. In Proc. CVPR, June 2014.
    • (2014) Proc. CVPR
    • Yu, A.1    Grauman, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.