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Volumn 07-12-June-2015, Issue , 2015, Pages 1137-1145

Multi-manifold deep metric learning for image set classification

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; MATHEMATICAL TRANSFORMATIONS; PATTERN RECOGNITION;

EID: 84959212880     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2015.7298717     Document Type: Conference Paper
Times cited : (200)

References (40)
  • 1
  • 2
    • 77955995930 scopus 로고    scopus 로고
    • Face recognition based on image sets
    • H. Cevikalp and B. Triggs. Face recognition based on image sets. In CVPR, pages 2567-2573, 2010
    • (2010) CVPR , pp. 2567-2573
    • Cevikalp, H.1    Triggs, B.2
  • 3
    • 84911386318 scopus 로고    scopus 로고
    • Dual linear regression based classification for face cluster recognition
    • L. Chen. Dual linear regression based classification for face cluster recognition. In CVPR, pages 2673-2680, 2014
    • (2014) CVPR , pp. 2673-2680
    • Chen, L.1
  • 4
    • 84887354728 scopus 로고    scopus 로고
    • Improved image set classification via joint sparse approximated nearest subspaces
    • S. Chen, C. Sanderson, M. T. Harandi, and B. C. Lovell. Improved image set classification via joint sparse approximated nearest subspaces. In CVPR, pages 452-459, 2013
    • (2013) CVPR , pp. 452-459
    • Chen, S.1    Sanderson, C.2    Harandi, M.T.3    Lovell, B.C.4
  • 5
    • 84867849353 scopus 로고    scopus 로고
    • Dictionary-based face recognition from video
    • Y.-C. Chen, V. M. Patel, P. J. Phillips, and R. Chellappa. Dictionary-based face recognition from video. In ECCV, pages 766-779, 2012
    • (2012) ECCV , pp. 766-779
    • Chen, Y.-C.1    Patel, V.M.2    Phillips, P.J.3    Chellappa, R.4
  • 6
    • 84866678650 scopus 로고    scopus 로고
    • Image sets alignment for video-based face recognition
    • Z. Cui, S. Shan, H. Zhang, S. Lao, and X. Chen. Image sets alignment for video-based face recognition. In CVPR, pages 2626-2633, 2012
    • (2012) CVPR , pp. 2626-2633
    • Cui, Z.1    Shan, S.2    Zhang, H.3    Lao, S.4    Chen, X.5
  • 7
    • 33845579537 scopus 로고    scopus 로고
    • Locally linear models on face appearance manifolds with application to dual-subspace based classification
    • W. Fan and D. Yeung. Locally linear models on face appearance manifolds with application to dual-subspace based classification. In CVPR, pages 1384-1390, 2006
    • (2006) CVPR , pp. 1384-1390
    • Fan, W.1    Yeung, D.2
  • 8
    • 0041939910 scopus 로고    scopus 로고
    • Joint manifold distance: A new approach to appearance based clustering
    • A. Fitzgibbon and A. Zisserman. Joint manifold distance: a new approach to appearance based clustering. In CVPR, pages 26-33, 2003
    • (2003) CVPR , pp. 26-33
    • Fitzgibbon, A.1    Zisserman, A.2
  • 9
    • 0011938124 scopus 로고    scopus 로고
    • The cmu motion of body (mobo) database
    • Carnegie Mellon University
    • R. Gross and J. Shi. The cmu motion of body (mobo) database. Technical report, Carnegie Mellon University, 2001
    • (2001) Technical Report
    • Gross, R.1    Shi, J.2
  • 10
    • 80052888591 scopus 로고    scopus 로고
    • Graph embedding discriminant analysis on grassmannian manifolds for improved image set matching
    • M. Harandi, C. Sanderson, S. Shirazi, and B. Lovell. Graph embedding discriminant analysis on grassmannian manifolds for improved image set matching. In CVPR, pages 2705-2712, 2011
    • (2011) CVPR , pp. 2705-2712
    • Harandi, M.1    Sanderson, C.2    Shirazi, S.3    Lovell, B.4
  • 11
    • 84908410915 scopus 로고    scopus 로고
    • Learning non-linear reconstruction models for image set classification
    • M. Hayat, M. Bennamoun, and S. An. Learning non-linear reconstruction models for image set classification. In CVPR, pages 1915-1922, 2014
    • (2014) CVPR , pp. 1915-1922
    • Hayat, M.1    Bennamoun, M.2    An, S.3
  • 12
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero, and Y.-W. Teh. A fast learning algorithm for deep belief nets. Neural Computation, 18(7):1527-1554, 2006
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.-W.3
  • 13
    • 80052904248 scopus 로고    scopus 로고
    • Sparse approximated nearest points for image set classification
    • Y. Hu, A. Mian, and R. Owens. Sparse approximated nearest points for image set classification. In CVPR, pages 121-128, 2011
    • (2011) CVPR , pp. 121-128
    • Hu, Y.1    Mian, A.2    Owens, R.3
  • 14
    • 84866691616 scopus 로고    scopus 로고
    • Learning hierarchical representations for face verification with convolutional deep belief networks
    • G. B. Huang, H. Lee, and E. Learned-Miller. Learning hierarchical representations for face verification with convolutional deep belief networks. In CVPR, pages 2518-2525, 2012
    • (2012) CVPR , pp. 2518-2525
    • Huang, G.B.1    Lee, H.2    Learned-Miller, E.3
  • 15
    • 51949088884 scopus 로고    scopus 로고
    • Face tracking and recognition with visual constraints in real-world videos
    • M. Kim, S. Kumar, V. Pavlovic, and H. Rowley. Face tracking and recognition with visual constraints in real-world videos. In CVPR, pages 1-8, 2008
    • (2008) CVPR , pp. 1-8
    • Kim, M.1    Kumar, S.2    Pavlovic, V.3    Rowley, H.4
  • 16
    • 33745860083 scopus 로고    scopus 로고
    • Learning discriminative canonical correlations for object recognition with image sets
    • T. Kim, J. Kittler, and R. Cipolla. Learning discriminative canonical correlations for object recognition with image sets. In ECCV, pages 251-262, 2006
    • (2006) ECCV , pp. 251-262
    • Kim, T.1    Kittler, J.2    Cipolla, R.3
  • 17
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • A. Krizhevsky, I. Sutskever, and G. E. Hinton. Imagenet classification with deep convolutional neural networks. In NIPS, pages 1097-1105, 2012
    • (2012) NIPS , pp. 1097-1105
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 18
    • 4243480280 scopus 로고    scopus 로고
    • Exemplar-based face recognition from video
    • V. Krueger and S. Zhou. Exemplar-based face recognition from video. In ECCV, pages 361-375, 2006
    • (2006) ECCV , pp. 361-375
    • Krueger, V.1    Zhou, S.2
  • 19
    • 77953185711 scopus 로고    scopus 로고
    • Attribute and simile classifiers for face verification
    • N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar. Attribute and simile classifiers for face verification. In ICCV, pages 365-372, 2009
    • (2009) ICCV , pp. 365-372
    • Kumar, N.1    Berg, A.C.2    Belhumeur, P.N.3    Nayar, S.K.4
  • 20
    • 80052874098 scopus 로고    scopus 로고
    • Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis
    • Q. V. Le, W. Y. Zou, S. Y. Yeung, and A. Y. Ng. Learning hierarchical invariant spatio-temporal features for action recognition with independent subspace analysis. In CVPR, pages 3361-3368, 2011
    • (2011) CVPR , pp. 3361-3368
    • Le, Q.V.1    Zou, W.Y.2    Yeung, S.Y.3    Ng, A.Y.4
  • 21
    • 0032203257 scopus 로고    scopus 로고
    • Gradientbased learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner. Gradientbased learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 22
    • 18244422049 scopus 로고    scopus 로고
    • Video-based face recognition using probabilistic appearance manifolds
    • K. Lee, J. Ho, M. Yang, and D. Kriegman. Video-based face recognition using probabilistic appearance manifolds. In CVPR, pages 313-320, 2003
    • (2003) CVPR , pp. 313-320
    • Lee, K.1    Ho, J.2    Yang, M.3    Kriegman, D.4
  • 23
    • 0042441074 scopus 로고    scopus 로고
    • Analyzing appearance and contour based methods for object categorization
    • B. Leibe and B. Schiele. Analyzing appearance and contour based methods for object categorization. In CVPR, volume 2, pages 409-415, 2003
    • (2003) CVPR , vol.2 , pp. 409-415
    • Leibe, B.1    Schiele, B.2
  • 24
    • 34948872012 scopus 로고    scopus 로고
    • Online appearance model learning for video-based face recognition
    • L. Liu, Y. Wang, and T. Tan. Online appearance model learning for video-based face recognition. In CVPR, pages 17-22, 2007
    • (2007) CVPR , pp. 17-22
    • Liu, L.1    Wang, Y.2    Tan, T.3
  • 25
    • 84870217050 scopus 로고    scopus 로고
    • Discriminative multimanifold analysis for face recognition from a single training sample per person
    • J. Lu, Y.-P. Tan, and G. Wang. Discriminative multimanifold analysis for face recognition from a single training sample per person. PAMI, 35(1):39-51, 2013
    • (2013) PAMI , vol.35 , Issue.1 , pp. 39-51
    • Lu, J.1    Tan, Y.-P.2    Wang, G.3
  • 26
    • 84906490073 scopus 로고    scopus 로고
    • Simultaneous feature and dictionary learning for image set based face recognition
    • J. Lu, G. Wang, W. Deng, and P. Moulin. Simultaneous feature and dictionary learning for image set based face recognition. In ECCV, pages 265-280, 2014
    • (2014) ECCV , pp. 265-280
    • Lu, J.1    Wang, G.2    Deng, W.3    Moulin, P.4
  • 27
    • 84898826326 scopus 로고    scopus 로고
    • Image set classification using multiple order statistics features and localized multi-kernel metric learning
    • J. Lu, G. Wang, and P. Moulin. Image set classification using multiple order statistics features and localized multi-kernel metric learning. In ICCV, pages 329-336, 2013
    • (2013) ICCV , pp. 329-336
    • Lu, J.1    Wang, G.2    Moulin, P.3
  • 28
    • 0042875885 scopus 로고    scopus 로고
    • Face recognition from long-term observations
    • G. Shakhnarovich, J. Fisher, and T. Darrell. Face recognition from long-term observations. In ECCV, pages 361-375, 2006
    • (2006) ECCV , pp. 361-375
    • Shakhnarovich, G.1    Fisher, J.2    Darrell, T.3
  • 29
    • 50649119872 scopus 로고    scopus 로고
    • Video-based face recognition on real-world data
    • J. Stallkamp, H. Ekenel, and R. Stiefelhagen. Video-based face recognition on real-world data. In ICCV, 2007
    • (2007) ICCV
    • Stallkamp, J.1    Ekenel, H.2    Stiefelhagen, R.3
  • 30
    • 84898989329 scopus 로고    scopus 로고
    • Deep neural networks for object detection
    • C. Szegedy, A. Toshev, and D. Erhan. Deep neural networks for object detection. In NIPS, pages 2553-2561, 2013
    • (2013) NIPS , pp. 2553-2561
    • Szegedy, C.1    Toshev, A.2    Erhan, D.3
  • 31
    • 84911198048 scopus 로고    scopus 로고
    • Deepface: Closing the gap to human-level performance in face verification
    • Y. Taigman, M. Yang, M. Ranzato, and L. Wolf. Deepface: Closing the gap to human-level performance in face verification. In CVPR, pages 1-8, 2014
    • (2014) CVPR , pp. 1-8
    • Taigman, Y.1    Yang, M.2    Ranzato, M.3    Wolf, L.4
  • 32
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • P. Viola and M. Jones. Robust real-time face detection. IJCV, 57(2):137-154, 2004
    • (2004) IJCV , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.2
  • 33
    • 84898957022 scopus 로고    scopus 로고
    • Learning a deep compact image representation for visual tracking
    • N. Wang and D.-Y. Yeung. Learning a deep compact image representation for visual tracking. In NIPS, pages 809-817, 2013
    • (2013) NIPS , pp. 809-817
    • Wang, N.1    Yeung, D.-Y.2
  • 34
    • 70450208915 scopus 로고    scopus 로고
    • Manifold Discriminant Analysis
    • R. Wang and X. Chen. Manifold Discriminant Analysis. In CVPR, pages 1-8, 2009
    • (2009) CVPR , pp. 1-8
    • Wang, R.1    Chen, X.2
  • 35
    • 84866657142 scopus 로고    scopus 로고
    • Covariance discriminative learning: A natural and efficient approach to image set classification
    • R. Wang, H. Guo, L. Davis, and Q. Dai. Covariance discriminative learning: A natural and efficient approach to image set classification. In CVPR, pages 2496-2503, 2012
    • (2012) CVPR , pp. 2496-2503
    • Wang, R.1    Guo, H.2    Davis, L.3    Dai, Q.4
  • 36
    • 51949101999 scopus 로고    scopus 로고
    • Manifold-manifold distance with application to face recognition based on image set
    • R. Wang, S. Shan, X. Chen, andW. Gao. Manifold-manifold distance with application to face recognition based on image set. In CVPR, pages 1-8, 2008
    • (2008) CVPR , pp. 1-8
    • Wang, R.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 37
    • 84867892696 scopus 로고    scopus 로고
    • Set based discriminative ranking for recognition
    • Y. Wu, M. Minoh, M. Mukunoki, and S. Lao. Set based discriminative ranking for recognition. In ECCV, pages 497-510, 2012
    • (2012) ECCV , pp. 497-510
    • Wu, Y.1    Minoh, M.2    Mukunoki, M.3    Lao, S.4
  • 38
    • 33745863047 scopus 로고    scopus 로고
    • Face recognition using temporal image sequence
    • O. Yamaguchi, K. Fukui, and K. Maeda. Face recognition using temporal image sequence. In FG, pages 318-323, 1998
    • (1998) FG , pp. 318-323
    • Yamaguchi, O.1    Fukui, K.2    Maeda, K.3
  • 39
    • 84881540684 scopus 로고    scopus 로고
    • Face recognition based on regularized nearest points between image sets
    • M. Yang, P. Zhu, L. V. Gool, and L. Zhang. Face recognition based on regularized nearest points between image sets. In FG, pages 1-7, 2013
    • (2013) FG , pp. 1-7
    • Yang, M.1    Zhu, P.2    Gool, L.V.3    Zhang, L.4
  • 40
    • 84898809465 scopus 로고    scopus 로고
    • From point to set: Extend the learning of distance metrics
    • P. Zhu, L. Zhang, W. Zuo, and D. Zhang. From point to set: Extend the learning of distance metrics. In ICCV, pages 2664-2671, 2013.
    • (2013) ICCV , pp. 2664-2671
    • Zhu, P.1    Zhang, L.2    Zuo, W.3    Zhang, D.4


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