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Volumn 10, Issue 7, 2015, Pages 1371-1383

Joint feature learning for face recognition

Author keywords

deep learning; Face recognition; feature learning; joint learning

Indexed keywords

HIERARCHICAL SYSTEMS; PATTERN RECOGNITION SYSTEMS;

EID: 84930206401     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2015.2408431     Document Type: Article
Times cited : (105)

References (70)
  • 1
    • 35048880921 scopus 로고    scopus 로고
    • Face recognition with local binary patterns
    • T. Ahonen, A. Hadid, and M. Pietikäinen, "Face recognition with local binary patterns," in Proc. 8th ECCV, 2004, pp. 469-481.
    • (2004) Proc. 8th ECCV , pp. 469-481
    • Ahonen, T.1    Hadid, A.2    Pietikäinen, M.3
  • 2
    • 84893721002 scopus 로고    scopus 로고
    • Efficient processing of MRFs for unconstrained-pose face recognition
    • Sep./Oct
    • S. R. Arashloo and J. Kittler, "Efficient processing of MRFs for unconstrained-pose face recognition," in Proc. IEEE 6th Int. Conf. BTAS, Sep./Oct. 2013, pp. 1-8.
    • (2013) Proc. IEEE 6th Int. Conf. BTAS , pp. 1-8
    • Arashloo, S.R.1    Kittler, J.2
  • 3
    • 84898819467 scopus 로고    scopus 로고
    • Fast high dimensional vector multiplication face recognition
    • Dec
    • O. Barkan, J. Weill, L. Wolf, and H. Aronowitz, "Fast high dimensional vector multiplication face recognition," in Proc. IEEE ICCV, Dec. 2013, pp. 1960-1967.
    • (2013) Proc. IEEE ICCV , pp. 1960-1967
    • Barkan, O.1    Weill, J.2    Wolf, L.3    Aronowitz, H.4
  • 4
    • 0036856989 scopus 로고    scopus 로고
    • Face recognition by independent component analysis
    • Nov
    • M. S. Bartlett, J. R. Movellan, and T. J. Sejnowski, "Face recognition by independent component analysis," IEEE Trans. Neural Netw., vol. 13, no. 6, pp. 1450-1464, Nov. 2002.
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.6 , pp. 1450-1464
    • Bartlett, M.S.1    Movellan, J.R.2    Sejnowski, T.J.3
  • 5
    • 0031185845 scopus 로고    scopus 로고
    • Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
    • Jul
    • P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 19, no. 7, pp. 711-720, Jul. 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell , vol.19 , Issue.7 , pp. 711-720
    • Belhumeur, P.N.1    Hespanha, J.P.2    Kriegman, D.J.3
  • 7
    • 84893769964 scopus 로고    scopus 로고
    • The challenge of face recognition from digital point-and-shoot cameras
    • Sep./Oct
    • J. R. Beveridge et al., "The challenge of face recognition from digital point-and-shoot cameras," in Proc. IEEE 6th Int. Conf. BTAS, Sep./Oct. 2013, pp. 1-8.
    • (2013) Proc. IEEE 6th Int. Conf. BTAS , pp. 1-8
    • Beveridge, J.R.1
  • 8
    • 84898782806 scopus 로고    scopus 로고
    • Similarity metric learning for face recognition
    • Q. Cao, Y. Ying, and P. Li, "Similarity metric learning for face recognition," in Proc. IEEE ICCV, Dec. 2013, pp. 2408-2415.
    • (2013) Proc. IEEE ICCV, Dec , pp. 2408-2415
    • Cao, Q.1    Ying, Y.2    Li, P.3
  • 9
    • 77955988832 scopus 로고    scopus 로고
    • Face recognition with learningbased descriptor
    • Jun
    • Z. Cao, Q. Yin, X. Tang, and J. Sun, "Face recognition with learningbased descriptor," in Proc. IEEE CVPR, Jun. 2010, pp. 2707-2714.
    • (2010) Proc. IEEE CVPR , pp. 2707-2714
    • Cao, Z.1    Yin, Q.2    Tang, X.3    Sun, J.4
  • 11
    • 84887396870 scopus 로고    scopus 로고
    • Blessing of dimensionality: Highdimensional feature and its efficient compression for face verification
    • Jun
    • D. Chen, X. Cao, F. Wen, and J. Sun, "Blessing of dimensionality: Highdimensional feature and its efficient compression for face verification," in Proc. IEEE CVPR, Jun. 2013, pp. 3025-3032.
    • (2013) Proc. IEEE CVPR , pp. 3025-3032
    • Chen, D.1    Cao, X.2    Wen, F.3    Sun, J.4
  • 12
    • 84887338978 scopus 로고    scopus 로고
    • Fusing robust face region descriptors via multiple metric learning for face recognition in the wild
    • Jun
    • Z. Cui, W. Li, D. Xu, S. Shan, and X. Chen, "Fusing robust face region descriptors via multiple metric learning for face recognition in the wild," in Proc. IEEE CVPR, Jun. 2013, pp. 3554-3561.
    • (2013) Proc. IEEE CVPR , pp. 3554-3561
    • Cui, Z.1    Li, W.2    Xu, D.3    Shan, S.4    Chen, X.5
  • 13
    • 84865597888 scopus 로고    scopus 로고
    • Extended SRC: Undersampled face recognition via intraclass variant dictionary
    • Sep
    • W. Deng, J. Hu, and J. Guo, "Extended SRC: Undersampled face recognition via intraclass variant dictionary," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 9, pp. 1864-1870, Sep. 2012.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.9 , pp. 1864-1870
    • Deng, W.1    Hu, J.2    Guo, J.3
  • 14
    • 84907711789 scopus 로고    scopus 로고
    • Equidistant prototypes embedding for single sample based face recognition with generic learning and incremental learning
    • W. Deng, J. Hu, X. Zhou, and J. Guo, "Equidistant prototypes embedding for single sample based face recognition with generic learning and incremental learning," Pattern Recognit., vol. 47, no. 12, pp. 3738-3749, 2014.
    • (2014) Pattern Recognit , vol.47 , Issue.12 , pp. 3738-3749
    • Deng, W.1    Hu, J.2    Zhou, X.3    Guo, J.4
  • 15
    • 84864285944 scopus 로고    scopus 로고
    • The small sample size problem of ICA: A comparative study and analysis
    • W. Deng, Y. Liu, J. Hu, and J. Guo, "The small sample size problem of ICA: A comparative study and analysis," Pattern Recognit., vol. 45, no. 12, pp. 4438-4450, 2012.
    • (2012) Pattern Recognit , vol.45 , Issue.12 , pp. 4438-4450
    • Deng, W.1    Liu, Y.2    Hu, J.3    Guo, J.4
  • 16
    • 79959271024 scopus 로고    scopus 로고
    • Face recognition using histograms of oriented gradients
    • O. Déniz, G. Bueno, J. Salido, and F. De la Torre, "Face recognition using histograms of oriented gradients," Pattern Recognit. Lett., vol. 32, no. 12, pp. 1598-1603, 2011.
    • (2011) Pattern Recognit. Lett , vol.32 , Issue.12 , pp. 1598-1603
    • Déniz, O.1    Bueno, G.2    Salido, J.3    De La Torre, F.4
  • 17
    • 84864063089 scopus 로고    scopus 로고
    • Multi-task feature learning
    • A. Evgeniou and M. Pontil, "Multi-task feature learning," in Proc. NIPS, vol. 19. 2007, pp. 41-48.
    • (2007) Proc. NIPS , vol.19 , pp. 41-48
    • Evgeniou, A.1    Pontil, M.2
  • 18
    • 77957774108 scopus 로고    scopus 로고
    • Human tracking using convolutional neural networks
    • Oct
    • J. Fan, W. Xu, Y. Wu, and Y. Gong, "Human tracking using convolutional neural networks," IEEE Trans. Neural Netw., vol. 21, no. 10, pp. 1610-1623, Oct. 2010.
    • (2010) IEEE Trans. Neural Netw , vol.21 , Issue.10 , pp. 1610-1623
    • Fan, J.1    Xu, W.2    Wu, Y.3    Gong, Y.4
  • 19
    • 51949112574 scopus 로고    scopus 로고
    • The CAS-PEAL large-scale Chinese face database and baseline evaluations
    • Jan
    • W. Gao et al., "The CAS-PEAL large-scale Chinese face database and baseline evaluations," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 1, pp. 149-161, Jan. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.1 , pp. 149-161
    • Gao, W.1
  • 20
    • 77955321700 scopus 로고    scopus 로고
    • Locality preserving discriminant projections for face and palmprint recognition
    • J. Gui, W. Jia, L. Zhu, S.-L. Wang, and D.-S. Huang, "Locality preserving discriminant projections for face and palmprint recognition," Neurocomputing, vol. 73, nos. 13-15, pp. 2696-2707, 2010.
    • (2010) Neurocomputing , vol.73 , Issue.13-15 , pp. 2696-2707
    • Gui, J.1    Jia, W.2    Zhu, L.3    Wang, S.-L.4    Huang, D.-S.5
  • 21
    • 84894545214 scopus 로고    scopus 로고
    • How to estimate the regularization parameter for spectral regression discriminant analysis and its kernel version?
    • Feb
    • J. Gui, Z. Sun, J. Cheng, S. Ji, and X. Wu, "How to estimate the regularization parameter for spectral regression discriminant analysis and its kernel version?" IEEE Trans. Circuits Syst. Video Technol., vol. 24, no. 2, pp. 211-223, Feb. 2014.
    • (2014) IEEE Trans. Circuits Syst. Video Technol , vol.24 , Issue.2 , pp. 211-223
    • Gui, J.1    Sun, Z.2    Cheng, J.3    Ji, S.4    Wu, X.5
  • 22
    • 84863418938 scopus 로고    scopus 로고
    • Discriminant sparse neighborhood preserving embedding for face recognition
    • J. Gui, Z. Sun, W. Jia, R. Hu, Y. Lei, and S. Ji, "Discriminant sparse neighborhood preserving embedding for face recognition," Pattern Recognit., vol. 45, no. 8, pp. 2884-2893, 2012.
    • (2012) Pattern Recognit , vol.45 , Issue.8 , pp. 2884-2893
    • Gui, J.1    Sun, Z.2    Jia, W.3    Hu, R.4    Lei, Y.5    Ji, S.6
  • 23
    • 84903120310 scopus 로고    scopus 로고
    • Group sparse multiview patch alignment framework with view consistency for image classification
    • Jul
    • J. Gui, D. Tao, Z. Sun, Y. Luo, X. You, and Y. Y. Tang, "Group sparse multiview patch alignment framework with view consistency for image classification," IEEE Trans. Image Process., vol. 23, no. 7, pp. 3126-3137, Jul. 2014.
    • (2014) IEEE Trans. Image Process , vol.23 , Issue.7 , pp. 3126-3137
    • Gui, J.1    Tao, D.2    Sun, Z.3    Luo, Y.4    You, X.5    Tang, Y.Y.6
  • 24
    • 78149470563 scopus 로고    scopus 로고
    • Multi-step dimensionality reduction and semi-supervised graph-based tumor classification using gene expression data
    • J. Gui, S.-L. Wang, and Y.-K. Lei, "Multi-step dimensionality reduction and semi-supervised graph-based tumor classification using gene expression data," Artif. Intell. Med., vol. 50, no. 3, pp. 181-191, 2010.
    • (2010) Artif. Intell. Med , vol.50 , Issue.3 , pp. 181-191
    • Gui, J.1    Wang, S.-L.2    Lei, Y.-K.3
  • 26
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. Hinton, S. Osindero, and Y. Teh, "A fast learning algorithm for deep belief nets," Neural Comput., vol. 18, no. 7, pp. 1527-1554, 2006.
    • (2006) Neural Comput , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.1    Osindero, S.2    Teh, Y.3
  • 27
    • 84911459575 scopus 로고    scopus 로고
    • Discriminative deep metric learning for face verification in the wild
    • Jun
    • J. Hu, J. Lu, and Y.-P. Tan, "Discriminative deep metric learning for face verification in the wild," in Proc. IEEE CVPR, Jun. 2014, pp. 1875-1882.
    • (2014) Proc. IEEE CVPR , pp. 1875-1882
    • Hu, J.1    Lu, J.2    Tan, Y.-P.3
  • 28
    • 84916879727 scopus 로고    scopus 로고
    • Labeled faces in the wild: Updates and new reporting procedures
    • Univ. Massachusetts, Amherst, MA, USA, Tech. Rep. UM-CS-2014-003
    • G. B. Huang and E. Learned-Miller, "Labeled faces in the wild: Updates and new reporting procedures," Dept. Comput. Sci., Univ. Massachusetts, Amherst, MA, USA, Tech. Rep. UM-CS-2014-003, 2014.
    • (2014) Dept. Comput. Sci
    • Huang, G.B.1    Learned-Miller, E.2
  • 29
    • 84866691616 scopus 로고    scopus 로고
    • Learning hierarchical representations for face verification with convolutional deep belief networks
    • Jun
    • G. B. Huang, H. Lee, and E. Learned-Miller, "Learning hierarchical representations for face verification with convolutional deep belief networks," in Proc. IEEE CVPR, Jun. 2012, pp. 2518-2525.
    • (2012) Proc. IEEE CVPR , pp. 2518-2525
    • Huang, G.B.1    Lee, H.2    Learned-Miller, E.3
  • 30
    • 51849117118 scopus 로고    scopus 로고
    • Labeled faces in the wild: A database for studying face recognition in unconstrained environments
    • Univ. Massachusetts, Amherst, MA, USA, Tech. Rep. 07-49
    • G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller, "Labeled faces in the wild: A database for studying face recognition in unconstrained environments," Dept. Comput. Sci., Univ. Massachusetts, Amherst, MA, USA, Tech. Rep. 07-49, 2007.
    • (2007) Dept. Comput. Sci
    • Huang, G.B.1    Ramesh, M.2    Berg, T.3    Learned-Miller, E.4
  • 31
    • 84898443616 scopus 로고    scopus 로고
    • Face recognition using local quantized patterns
    • S. U. Hussain, T. Napoléon, and F. Jurie, "Face recognition using local quantized patterns," in Proc. BMVC, 2012, pp. 1-12.
    • (2012) Proc. BMVC , pp. 1-12
    • Hussain, S.U.1    Napoléon, T.2    Jurie, F.3
  • 33
    • 84899008316 scopus 로고    scopus 로고
    • Learning task grouping and overlap in multi-task learning
    • A. Kumar and H. Daume, III, "Learning task grouping and overlap in multi-task learning," in Proc. 29th ICML, 2012, pp. 1-8.
    • (2012) Proc. 29th ICML , pp. 1-8
    • Kumar, A.1    Daume, H.2
  • 34
    • 85162310599 scopus 로고    scopus 로고
    • ICA with reconstruction cost for efficient overcomplete feature learning
    • Q. V. Le, A. Karpenko, J. Ngiam, and A. Y. Ng, "ICA with reconstruction cost for efficient overcomplete feature learning," in Proc. NIPS, 2011, pp. 1017-1025.
    • (2011) Proc. NIPS , pp. 1017-1025
    • Le, Q.V.1    Karpenko, A.2    Ngiam, J.3    Ng, A.Y.4
  • 35
    • 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 Proc. IEEE CVPR, Jun. 2011, pp. 3361-3368.
    • (2011) Proc. IEEE CVPR, Jun , pp. 3361-3368
    • Le, Q.V.1    Zou, W.Y.2    Yeung, S.Y.3    Ng, A.Y.4
  • 36
    • 84864036295 scopus 로고    scopus 로고
    • Efficient sparse coding algorithms
    • H. Lee, A. Battle, R. Raina, and A. Y. Ng, "Efficient sparse coding algorithms," in Proc. NIPS, 2006, pp. 801-808.
    • (2006) Proc. NIPS , pp. 801-808
    • Lee, H.1    Battle, A.2    Raina, R.3    Ng, A.Y.4
  • 37
    • 79551535264 scopus 로고    scopus 로고
    • Face recognition by exploring information jointly in space, scale and orientation
    • Jan
    • Z. Lei, S. Liao, M. Pietikainen, and S. Z. Li, "Face recognition by exploring information jointly in space, scale and orientation," IEEE Trans. Image Process., vol. 20, no. 1, pp. 247-256, Jan. 2011.
    • (2011) IEEE Trans. Image Process , vol.20 , Issue.1 , pp. 247-256
    • Lei, Z.1    Liao, S.2    Pietikainen, M.3    Li, S.Z.4
  • 39
    • 84887343113 scopus 로고    scopus 로고
    • Probabilistic elastic matching for pose variant face verification
    • Jun
    • H. Li, G. Hua, Z. Lin, J. Brandt, and J. Yang, "Probabilistic elastic matching for pose variant face verification," in Proc. IEEE CVPR, Jun. 2013, pp. 3499-3506.
    • (2013) Proc. IEEE CVPR , pp. 3499-3506
    • Li, H.1    Hua, G.2    Lin, Z.3    Brandt, J.4    Yang, J.5
  • 40
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • Apr
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition," IEEE Trans. Image Process., vol. 11, no. 4, pp. 467-476, Apr. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 41
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int. J. Comput. Vis , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 42
    • 84870217050 scopus 로고    scopus 로고
    • Discriminative multimanifold analysis for face recognition from a single training sample per person
    • Jan
    • J. Lu, Y.-P. Tan, and G. Wang, "Discriminative multimanifold analysis for face recognition from a single training sample per person," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 39-51, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell , vol.35 , Issue.1 , pp. 39-51
    • Lu, J.1    Tan, Y.-P.2    Wang, G.3
  • 43
    • 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 Proc. 13th ECCV, 2014, pp. 265-280.
    • (2014) Proc. 13th ECCV , pp. 265-280
    • Lu, J.1    Wang, G.2    Deng, W.3    Moulin, P.4
  • 44
    • 79952525185 scopus 로고    scopus 로고
    • Face recognition with decision tree-based local binary patterns
    • D. Maturana, D. Mery, and A. Soto, "Face recognition with decision tree-based local binary patterns," in Proc. 10th ACCV, 2010, pp. 618-629.
    • (2010) Proc. 10th ACCV , pp. 618-629
    • Maturana, D.1    Mery, D.2    Soto, A.3
  • 45
    • 79958731829 scopus 로고    scopus 로고
    • Learning discriminative local binary patterns for face recognition
    • Mar
    • D. Maturana, D. Mery, and A. Soto, "Learning discriminative local binary patterns for face recognition," in Proc. IEEE Int. Conf. FG, Mar. 2011, pp. 470-475.
    • (2011) Proc. IEEE Int. Conf. FG , pp. 470-475
    • Maturana, D.1    Mery, D.2    Soto, A.3
  • 46
    • 84887476438 scopus 로고    scopus 로고
    • Volume structured ordinal features with background similarity measure for video face recognition
    • Jun
    • H. Méndez-Vázquez, Y. Martinez-Diaz, and Z. Chai, "Volume structured ordinal features with background similarity measure for video face recognition," in Proc. ICB, Jun. 2013, pp. 1-6.
    • (2013) Proc. ICB , pp. 1-6
    • Méndez-Vázquez, H.1    Martinez-Diaz, Y.2    Chai, Z.3
  • 47
    • 34047205073 scopus 로고    scopus 로고
    • Local visual primitives (LVP) for face modelling and recognition
    • X. Meng, S. Shan, X. Chen, and W. Gao, "Local visual primitives (LVP) for face modelling and recognition," in Proc. 18th ICPR, 2006, pp. 536-539.
    • (2006) Proc. 18th ICPR , pp. 536-539
    • Meng, X.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 48
    • 36849063074 scopus 로고    scopus 로고
    • Using biologically inspired features for face processing
    • E. Meyers and L. Wolf, "Using biologically inspired features for face processing," Int. J. Comput. Vis., vol. 76, no. 1, pp. 93-104, 2008.
    • (2008) Int. J. Comput. Vis , vol.76 , Issue.1 , pp. 93-104
    • Meyers, E.1    Wolf, L.2
  • 49
    • 79958716412 scopus 로고    scopus 로고
    • Cosine similarity metric learning for face verification
    • H. V. Nguyen and L. Bai, "Cosine similarity metric learning for face verification," in Proc. 10th ACCV, 2010, pp. 709-720.
    • (2010) Proc. 10th ACCV , pp. 709-720
    • Nguyen, H.V.1    Bai, L.2
  • 50
    • 84866696906 scopus 로고    scopus 로고
    • A discriminative deep model for pedestrian detection with occlusion handling
    • Jun
    • W. Ouyang and X. Wang, "A discriminative deep model for pedestrian detection with occlusion handling," in Proc. IEEE CVPR, Jun. 2012, pp. 3258-3265.
    • (2012) Proc. IEEE CVPR , pp. 3258-3265
    • Ouyang, W.1    Wang, X.2
  • 51
    • 0034290919 scopus 로고    scopus 로고
    • The FERET evaluation methodology for face-recognition algorithms
    • Oct
    • P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, "The FERET evaluation methodology for face-recognition algorithms," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 10, pp. 1090-1104, Oct. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.10 , pp. 1090-1104
    • Phillips, P.J.1    Moon, H.2    Rizvi, S.A.3    Rauss, P.J.4
  • 52
    • 80053460450 scopus 로고    scopus 로고
    • Contractive auto-encoders: Explicit invariance during feature extraction
    • S. Rifai, P. Vincent, X. Muller, X. Glorot, and Y. Bengio, "Contractive auto-encoders: Explicit invariance during feature extraction," in Proc. 28th ICML, 2011, pp. 833-840.
    • (2011) Proc. 28th ICML , pp. 833-840
    • Rifai, S.1    Vincent, P.2    Muller, X.3    Glorot, X.4    Bengio, Y.5
  • 53
    • 84859067740 scopus 로고    scopus 로고
    • Face identification using large feature sets
    • Apr
    • W. R. Schwartz, H. Guo, J. Choi, and L. S. Davis, "Face identification using large feature sets," IEEE Trans. Image Process., vol. 21, no. 4, pp. 2245-2255, Apr. 2012.
    • (2012) IEEE Trans. Image Process , vol.21 , Issue.4 , pp. 2245-2255
    • Schwartz, W.R.1    Guo, H.2    Choi, J.3    Davis, L.S.4
  • 54
    • 82055208401 scopus 로고    scopus 로고
    • Face verification using the LARK representation
    • Dec
    • H. J. Seo and P. Milanfar, "Face verification using the LARK representation," IEEE Trans. Inf. Forensics Security, vol. 6, no. 4, pp. 1275-1286, Dec. 2011.
    • (2011) IEEE Trans. Inf. Forensics Security , vol.6 , Issue.4 , pp. 1275-1286
    • Seo, H.J.1    Milanfar, P.2
  • 55
    • 84866648988 scopus 로고    scopus 로고
    • Generalized multiview analysis: A discriminative latent space
    • Jun
    • A. Sharma, A. Kumar, H. Daume, and D. W. Jacobs, "Generalized multiview analysis: A discriminative latent space," in Proc. IEEE CVPR, Jun. 2012, pp. 2160-2167.
    • (2012) Proc. IEEE CVPR , pp. 2160-2167
    • Sharma, A.1    Kumar, A.2    Daume, H.3    Jacobs, D.W.4
  • 56
    • 84937852544 scopus 로고    scopus 로고
    • Deep learning face representation by joint identification-verification
    • Y. Sun, Y. Chen, X. Wang, and X. Tang, "Deep learning face representation by joint identification-verification," in Proc. NIPS, 2014, pp. 1988-1996.
    • (2014) Proc. NIPS , pp. 1988-1996
    • Sun, Y.1    Chen, Y.2    Wang, X.3    Tang, X.4
  • 57
    • 84911126535 scopus 로고    scopus 로고
    • Deep learning face representation from predicting 10, 000 classes
    • Jun
    • Y. Sun, X. Wang, and X. Tang, "Deep learning face representation from predicting 10, 000 classes," in Proc. IEEE CVPR, Jun. 2014, pp. 1891-1898.
    • (2014) Proc. IEEE CVPR , pp. 1891-1898
    • Sun, Y.1    Wang, X.2    Tang, X.3
  • 58
    • 33744968466 scopus 로고    scopus 로고
    • Face recognition from a single image per person: A survey
    • X. Tan, S. Chen, Z.-H. Zhou, and F. Zhang, "Face recognition from a single image per person: A survey," Pattern Recognit., vol. 39, no. 9, pp. 1725-1745, 2006.
    • (2006) Pattern Recognit , vol.39 , Issue.9 , pp. 1725-1745
    • Tan, X.1    Chen, S.2    Zhou, Z.-H.3    Zhang, F.4
  • 59
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cognit. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
    • (1991) J. Cognit. Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 60
    • 84930196145 scopus 로고    scopus 로고
    • Face recognition in unconstrained environments: A comparative study
    • R. Verschae, J. Ruiz-Del-Solar, and M. Correa, "Face recognition in unconstrained environments: A comparative study," in Proc. ECCVW, 2008, pp. 1-12.
    • (2008) Proc. ECCVW , pp. 1-12
    • Verschae, R.1    Ruiz-Del-Solar, J.2    Correa, M.3
  • 61
    • 84872252939 scopus 로고    scopus 로고
    • Exploring patterns of gradient orientations and magnitudes for face recognition
    • Feb
    • N.-S. Vu, "Exploring patterns of gradient orientations and magnitudes for face recognition," IEEE Trans. Inf. Forensics Security, vol. 8, no. 2, pp. 295-304, Feb. 2013.
    • (2013) IEEE Trans. Inf. Forensics Security , vol.8 , Issue.2 , pp. 295-304
    • Vu, N.-S.1
  • 62
    • 84856078554 scopus 로고    scopus 로고
    • Mining patterns of orientations and magnitudes for face recognition
    • Oct
    • N.-S. Vu and A. Caplier, "Mining patterns of orientations and magnitudes for face recognition," in Proc. IJCB, Oct. 2011, pp. 1-8.
    • (2011) Proc. IJCB , pp. 1-8
    • Vu, N.-S.1    Caplier, A.2
  • 63
    • 84857308147 scopus 로고    scopus 로고
    • Enhanced patterns of oriented edge magnitudes for face recognition and image matching
    • Mar
    • N.-S. Vu and A. Caplier, "Enhanced patterns of oriented edge magnitudes for face recognition and image matching," IEEE Trans. Image Process., vol. 21, no. 3, pp. 1352-1365, Mar. 2012.
    • (2012) IEEE Trans. Image Process , vol.21 , Issue.3 , pp. 1352-1365
    • Vu, N.-S.1    Caplier, A.2
  • 64
    • 80052899838 scopus 로고    scopus 로고
    • Face recognition in unconstrained videos with matched background similarity
    • Jun
    • L. Wolf, T. Hassner, and I. Maoz, "Face recognition in unconstrained videos with matched background similarity," in Proc. IEEE CVPR, Jun. 2011, pp. 529-534.
    • (2011) Proc. IEEE CVPR , pp. 529-534
    • Wolf, L.1    Hassner, T.2    Maoz, I.3
  • 65
    • 84887331684 scopus 로고    scopus 로고
    • The SVM-minus similarity score for video face recognition
    • Jun
    • L. Wolf and N. Levy, "The SVM-minus similarity score for video face recognition," in Proc. IEEE CVPR, Jun. 2013, pp. 3523-3530.
    • (2013) Proc. IEEE CVPR , pp. 3523-3530
    • Wolf, L.1    Levy, N.2
  • 66
    • 67651108879 scopus 로고    scopus 로고
    • Learned local Gabor patterns for face representation and recognition
    • S. Xie, S. Shan, X. Chen, X. Meng, and W. Gao, "Learned local Gabor patterns for face representation and recognition," Signal Process., vol. 89, no. 12, pp. 2333-2344, 2009.
    • (2009) Signal Process , vol.89 , Issue.12 , pp. 2333-2344
    • Xie, S.1    Shan, S.2    Chen, X.3    Meng, X.4    Gao, W.5
  • 67
    • 84887359141 scopus 로고    scopus 로고
    • Towards pose robust face recognition
    • Jun
    • D. Yi, Z. Lei, and S. Z. Li, "Towards pose robust face recognition," in Proc. IEEE CVPR, Jun. 2013, pp. 3539-3545.
    • (2013) Proc. IEEE CVPR , pp. 3539-3545
    • Yi, D.1    Lei, Z.2    Li, S.Z.3
  • 68
    • 76849093371 scopus 로고    scopus 로고
    • Local derivative pattern versus local binary pattern: Face recognition with high-order local pattern descriptor
    • Feb
    • B. Zhang, Y. Gao, S. Zhao, and J. Liu, "Local derivative pattern versus local binary pattern: Face recognition with high-order local pattern descriptor," IEEE Trans. Image Process., vol. 19, no. 2, pp. 533-544, Feb. 2010.
    • (2010) IEEE Trans. Image Process , vol.19 , Issue.2 , pp. 533-544
    • Zhang, B.1    Gao, Y.2    Zhao, S.3    Liu, J.4
  • 69
    • 33847703333 scopus 로고    scopus 로고
    • Histogram of Gabor phase patterns (HGPP): A novel object representation approach for face recognition
    • Jan
    • B. Zhang, S. Shan, X. Chen, and W. Gao, "Histogram of Gabor phase patterns (HGPP): A novel object representation approach for face recognition," IEEE Trans. Image Process., vol. 16, no. 1, pp. 57- 68, Jan. 2007.
    • (2007) IEEE Trans. Image Process , vol.16 , Issue.1 , pp. 57-68
    • Zhang, B.1    Shan, S.2    Chen, X.3    Gao, W.4
  • 70
    • 33745953205 scopus 로고    scopus 로고
    • Local Gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition
    • Oct
    • W. Zhang, S. Shan, W. Gao, X. Chen, and H. Zhang, "Local Gabor binary pattern histogram sequence (LGBPHS): A novel non-statistical model for face representation and recognition," in Proc. 10th IEEE ICCV, Oct. 2005, pp. 786-791.
    • (2005) Proc. 10th IEEE ICCV , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.