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Volumn , Issue , 2011, Pages 193-199

Adaptive discriminant analysis for face recognition from single sample per person

Author keywords

adaptive; discriminant analysis; face recognition; lasso regression; single sample per person

Indexed keywords

ADAPTIVE; ADAPTIVE DISCRIMINANT ANALYSIS; FACE DATABASE; FERET DATABASE; FISHERFACE; LASSO REGRESSION; MULTIPLE SAMPLES; SINGLE SAMPLE; TRAINING SETS; WITHIN-CLASS SCATTER MATRIX;

EID: 79958740010     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2011.5771397     Document Type: Conference Paper
Times cited : (26)

References (49)
  • 6
    • 33744968466 scopus 로고    scopus 로고
    • Face recognition from a single image per person: A survey
    • DOI 10.1016/j.patcog.2006.03.013, PII S0031320306001270
    • X. Tan, S. Chen, Z.-H. Zhou, and F. Zhang, "Face recognition from a single image per person: A survey," Pattern Recognition, vol. 39, pp. 1725-1745, 2006. (Pubitemid 43867575)
    • (2006) Pattern Recognition , vol.39 , Issue.9 , pp. 1725-1745
    • Tan, X.1    Chen, S.2    Zhou, Z.-H.3    Zhang, F.4
  • 7
    • 0032123224 scopus 로고    scopus 로고
    • An analytic-to-holistic approach for face recognition based on a single frontal view
    • K.-M. Lam and H. Yan, "An analytic-to-holistic approach for face recognition based on a single frontal view," IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 20, pp. 673-686, 1998. (Pubitemid 128744853)
    • (1998) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.20 , Issue.7 , pp. 673-686
    • Lam, K.-M.1    Yan, H.2
  • 8
    • 17444425351 scopus 로고    scopus 로고
    • Robust visual similarity retrieval in single model face databases
    • DOI 10.1016/j.patcog.2004.12.006, PII S003132030500018X
    • Y. Gao and Y. Qi, "Robust visual similarity retrieval in single model face databases," Pattern Recognition, vol. 38, pp. 1009-1020, 2004. (Pubitemid 40537022)
    • (2005) Pattern Recognition , vol.38 , Issue.7 , pp. 1009-1020
    • Gao, Y.1    Qi, Y.2
  • 9
    • 0036603236 scopus 로고    scopus 로고
    • Recognizing imprecisely localized, partially occluded, and expression variant faces from a single sample per class
    • DOI 10.1109/TPAMI.2002.1008382
    • A. M. Martinez, "Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, pp. 748-763, 2002. (Pubitemid 34669589)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.6 , pp. 748-763
    • Martinez, A.M.1
  • 10
    • 10044237571 scopus 로고    scopus 로고
    • Recognizing frontal face images using Hidden Markov models with one training image per person
    • H.-S. Le and H. Li, "Recognizing frontal face images using Hidden Markov models with one training image per person," in International Conference on Pattern Recognition, 2004, pp. 318-321.
    • (2004) International Conference on Pattern Recognition , pp. 318-321
    • Le, H.-S.1    Li, H.2
  • 11
    • 23044454334 scopus 로고    scopus 로고
    • Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft κ-NN ensemble
    • DOI 10.1109/TNN.2005.849817
    • X. Tan, S. Chen, Z.-H. Zhou, and F. Zhang, "Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble," IEEE Transactions on Neural Networks, vol. 16, pp. 875-886, 2005. (Pubitemid 41064319)
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.4 , pp. 875-886
    • Tan, X.1    Chen, S.2    Zhou, Z.-H.3    Zhang, F.4
  • 12
    • 49449087919 scopus 로고    scopus 로고
    • Face recognition using adaptively weighted patch PZM array from a single exemplar image per person
    • H. R. Kanan, K. Faez, and Y. Gao, "Face recognition using adaptively weighted patch PZM array from a single exemplar image per person," Pattern Recognition, vol. 41, pp. 3799-3812, 2008.
    • (2008) Pattern Recognition , vol.41 , pp. 3799-3812
    • Kanan, H.R.1    Faez, K.2    Gao, Y.3
  • 13
    • 77951956899 scopus 로고    scopus 로고
    • Recognition of expression variant faces from one sample image per enrolled subject
    • H. R. Kanan and Y. Gao, "Recognition of expression variant faces from one sample image per enrolled subject," in IEEE International Conference on Image Processing (ICIP), 2009, pp. 3309-3312.
    • (2009) IEEE International Conference on Image Processing (ICIP) , pp. 3309-3312
    • Kanan, H.R.1    Gao, Y.2
  • 14
    • 77949647565 scopus 로고    scopus 로고
    • Face recognition using Entropy Weighted Patch PCA Array under variation of lighting conditions from a single sample image per person
    • H. R. Kanan and M. S. Moin, "Face recognition using Entropy Weighted Patch PCA Array under variation of lighting conditions from a single sample image per person," in Information, Communications and Signal Processing, Macau, 2009, pp. 1-5.
    • (2009) Information, Communications and Signal Processing, Macau , pp. 1-5
    • Kanan, H.R.1    Moin, M.S.2
  • 15
    • 70449726909 scopus 로고    scopus 로고
    • Recognizing faces using Adaptively Weighted Sub-Gabor Array from a single sample image per enrolled subject
    • H. R. Kanan and K. Faez, "Recognizing faces using Adaptively Weighted Sub-Gabor Array from a single sample image per enrolled subject," Image and Vision Computing, vol. 28, pp. 438-448, 2010.
    • (2010) Image and Vision Computing , vol.28 , pp. 438-448
    • Kanan, H.R.1    Faez, K.2
  • 17
    • 0036885187 scopus 로고    scopus 로고
    • Face recognition with one training image per person
    • J. Wu and Z.-H. Zhou, "Face recognition with one training image per person," Pattern Recognition Letters, vol. 23, pp. 1711-1719, 2002.
    • (2002) Pattern Recognition Letters , vol.23 , pp. 1711-1719
    • Wu, J.1    Zhou, Z.-H.2
  • 18
    • 2442520670 scopus 로고    scopus 로고
    • 2A for face recognition with one training image per person
    • DOI 10.1016/j.patrec.2004.03.012, PII S0167865504000819
    • S. Chen, D. Zhang, and Z.-H. Zhou, "Enhanced (PC)2A for face recognition with one training image per person," Pattern Recognition Letters, vol. 25, pp. 1173-1181, 2004. (Pubitemid 38763659)
    • (2004) Pattern Recognition Letters , vol.25 , Issue.10 , pp. 1173-1181
    • Chen, S.1    Zhang, D.2    Zhou, Z.-H.3
  • 19
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • B. Schölkopf, A. Smola, and K.-R. Müller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neurocomputing, vol. 10, pp. 1299-1319, 1998. (Pubitemid 128463674)
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.-R.3
  • 24
    • 75449105203 scopus 로고    scopus 로고
    • Sparsity preserving discriminant analysis for single training image face recognition
    • L. Qiao, S. Chen, and X. Tan, "Sparsity preserving discriminant analysis for single training image face recognition," Pattern Recognition Letters, vol. 31, pp. 422-429, 2010.
    • (2010) Pattern Recognition Letters , vol.31 , pp. 422-429
    • Qiao, L.1    Chen, S.2    Tan, X.3
  • 25
    • 75949083434 scopus 로고    scopus 로고
    • Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach
    • W. Deng, J. Hu, J. Guo, W. Cai, and D. Feng, "Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach," Pattern Recognition, vol. 43, pp. 1748-1762, 2010.
    • (2010) Pattern Recognition , vol.43 , pp. 1748-1762
    • Deng, W.1    Hu, J.2    Guo, J.3    Cai, W.4    Feng, D.5
  • 27
    • 77952541186 scopus 로고    scopus 로고
    • Pose invariant virtual classifiers from single training image using novel hybrid-eigenfaces
    • A. Sharma, A. Dubey, P. Tripathi, and V. Kumar, "Pose invariant virtual classifiers from single training image using novel hybrid-eigenfaces, " Neurocomputing, vol. 73, pp. 1868-1880, 2010.
    • (2010) Neurocomputing , vol.73 , pp. 1868-1880
    • Sharma, A.1    Dubey, A.2    Tripathi, P.3    Kumar, V.4
  • 29
    • 13544269260 scopus 로고    scopus 로고
    • A new face recognition method based on SVD perturbation for single example image per person
    • DOI 10.1016/j.amc.2004.04.016, PII S0096300304002681
    • D. Zhang, S. Chen, and Z.-H. Zhou, "A new face recognition method based on SVD perturbation for single example image per person," Applied Mathematics and Computation, vol. 163, pp. 895-907, 2005. (Pubitemid 40219928)
    • (2005) Applied Mathematics and Computation , vol.163 , Issue.2 , pp. 895-907
    • Zhang, D.1    Chen, S.2    Zhou, Z.-H.3
  • 31
    • 69949161974 scopus 로고    scopus 로고
    • Single image per person face recognition with images synthesized by non-linear approximation
    • A. Majumdar and R. K. Ward, "Single image per person face recognition with images synthesized by non-linear approximation," in International Conference on Image Processing, 2008, pp. 2740-2743.
    • (2008) International Conference on Image Processing , pp. 2740-2743
    • Majumdar, A.1    Ward, R.K.2
  • 34
    • 2442478240 scopus 로고    scopus 로고
    • Making FLDA applicable to face recognition with one sample per person
    • DOI 10.1016/j.patcog.2003.12.010, PII S0031320304000123
    • S. Chen, J. Liu, and Z.-H. Zhou, "Making FLDA applicable to face recognition with one sample per person," Pattern Recognition, vol. 37, pp. 1553-1555, 2004. (Pubitemid 38653384)
    • (2004) Pattern Recognition , vol.37 , Issue.7 , pp. 1553-1555
    • Chen, S.1    Liu, J.2    Zhou, Z.-H.3
  • 35
    • 0032091384 scopus 로고    scopus 로고
    • Synthesis of novel views from a single face image
    • T. Vetter, "Synthesis of Novel Views from a Single Face Image " International Journal of Computer Vision, vol. 28, pp. 103-116, 1998. (Pubitemid 128524469)
    • (1998) International Journal of Computer Vision , vol.28 , Issue.2 , pp. 103-116
    • Vetter, T.1
  • 36
    • 0032203371 scopus 로고    scopus 로고
    • Incorporating prior information in machine learning by creating virtual examples
    • P. Niyogi, F. Girosi, and T. Poggio, "Incorporating prior information in machine learning by creating virtual examples " Proceedings of the IEEE vol. 86, pp. 2196-2209, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , pp. 2196-2209
    • Niyogi, P.1    Girosi, F.2    Poggio, T.3
  • 37
    • 19744378361 scopus 로고    scopus 로고
    • Selecting discriminant eigenfaces for face recognition
    • DOI 10.1016/j.patrec.2004.11.029, PII S0167865504003836
    • J. Wang, K. N. Plataniotis, and A. N. Venetsanopoulos, "Selecting discriminant eigenfaces for face recognition," Pattern Recognition Letters, vol. 26, pp. 1470-1482, 2005. (Pubitemid 40744188)
    • (2005) Pattern Recognition Letters , vol.26 , Issue.10 , pp. 1470-1482
    • Wang, J.1    Plataniotis, K.N.2    Venetsanopoulos, A.N.3
  • 38
    • 33744984847 scopus 로고    scopus 로고
    • On solving the face recognition problem with one training sample per subject
    • DOI 10.1016/j.patcog.2006.03.010, PII S0031320306001233
    • J. Wang, K. N. Plataniotis, J. Lu, and A. N. Venetsanopoulos, "On solving the face recognition problem with one training sample per subject," Pattern Recognition, vol. 39, pp. 1746-1762, 2006. (Pubitemid 43867573)
    • (2006) Pattern Recognition , vol.39 , Issue.9 , pp. 1746-1762
    • Wang, J.1    Plataniotis, K.N.2    Lu, J.3    Venetsanopoulos, A.N.4
  • 39
    • 31544466811 scopus 로고    scopus 로고
    • Face recognition from a single training image under arbitrary unknown lighting using spherical harmonics
    • DOI 10.1109/TPAMI.2006.53
    • L. Zhang and D. Samaras, "Face recognition from a single training image under arbitrary unknown lighting using spherical harmonics," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 351-363, 2006. (Pubitemid 43159632)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.3 , pp. 351-363
    • Zhang, L.1    Samaras, D.2
  • 41
    • 57649201693 scopus 로고    scopus 로고
    • Making discriminative common vectors applicable to face recognition with one training image per person
    • L. Zhu, Y. Jiang, and L. Li, "Making discriminative common vectors applicable to face recognition with one training image per person," in IEEE Conference on Cybernetics and Intelligent Systems, 2008, pp. 385-387.
    • (2008) IEEE Conference on Cybernetics and Intelligent Systems , pp. 385-387
    • Zhu, L.1    Jiang, Y.2    Li, L.3
  • 44
    • 0032045780 scopus 로고    scopus 로고
    • The FERET database and evaluation procedure for face-recognition algorithms
    • PII S026288569700070X
    • P. J. Phillips, H. Wechsler, J. Huang, and P. J. Rauss, "The FERET database and evaluation procedure for face-recognition algorithms," Image and Vision Computing, vol. 16, pp. 295-306, 1998. (Pubitemid 128393579)
    • (1998) Image and Vision Computing , vol.16 , Issue.5 , pp. 295-306
    • Phillips, P.J.1    Wechsler, H.2    Huang, J.3    Rauss, P.J.4
  • 47
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced Fisher linear discriminant model for face recognition
    • DOI 10.1109/TIP.2002.999679, PII S1057714902035480
    • C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Transactions on Image Processing, vol. 11, pp. 467-476, 2002. (Pubitemid 34692396)
    • (2002) IEEE Transactions on Image Processing , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 48
    • 33847056268 scopus 로고    scopus 로고
    • Gabor wavelets and General Discriminant Analysis for face identification and verification
    • DOI 10.1016/j.imavis.2006.05.002, PII S0262885606001491
    • L. Shen, L. Bai, and M. Fairhurst, "Gabor wavelets and General Discriminant Analysis for face identification and verification," Image and Vision Computing, vol. 25, pp. 553-563, 2007. (Pubitemid 46275163)
    • (2007) Image and Vision Computing , vol.25 , Issue.5 , pp. 553-563
    • Shen, L.1    Bai, L.2    Fairhurst, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.