13.4.1.10.4 Other Invariants in Face Recognition, General Invariants, Sparse Representations

Chapter Contents (Back)
Face Recognition. Invariants.

Kirby, M., and Sirovich, L.,
Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces,
PAMI(12), No. 1, January 1990, pp. 103-108.
IEEE DOI Application, Faces. BibRef 9001

Sirovich, L., and Kirby, M.,
Low Dimensional Procedure for the Characterization of Human Faces,
JOSA-A(4), No. 3, 1987, pp. 519-524. BibRef 8700

Shan, S.G.[Shi-Guang], Gao, W.[Wen], Zhao, D.B.[De-Bin],
Face recognition based on face-specific subspace,
IJIST(13), No. 1, 2003, pp. 23-32.
DOI Link 0308
See also comparative study on illumination preprocessing in face recognition, A. BibRef

Yan, S.Y.[Sheng-Ye], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Fea-Accu cascade for face detection,
ICIP09(1217-1220).
IEEE DOI 0911
See also Granularity-tunable gradients partition (GGP) descriptors for human detection. BibRef

Kan, M.[Meina], Shan, S.G.[Shi-Guang], Su, Y.[Yu], Xu, D.[Dong], Chen, X.L.[Xi-Lin],
Adaptive discriminant learning for face recognition,
PR(46), No. 9, September 2013, pp. 2497-2509.
Elsevier DOI 1305
Adaptive discriminant analysis; Face recognition; Single sample per person BibRef

Kan, M.[Meina], Shan, S.G.[Shi-Guang], Su, Y.[Yu], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Adaptive discriminant analysis for face recognition from single sample per person,
FG11(193-199).
IEEE DOI 1103
BibRef

Su, Y.[Yu], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Adaptive generic learning for face recognition from a single sample per person,
CVPR10(2699-2706).
IEEE DOI 1006
See also Locally Linear Regression for Pose-Invariant Face Recognition. BibRef

Shan, S.G.[Shi-Guang], Cao, B.[Bo], Su, Y.[Yu], Qing, L.Y.[Lai-Yun], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
Unified Principal Component Analysis with generalized Covariance Matrix for face recognition,
CVPR08(1-7).
IEEE DOI 0806
See also Cross-pose face recognition based on partial least squares. BibRef

Qing, L.Y.[Lai-Yun], Shan, S.G.[Shi-Guang], Gao, W.[Wen],
Eigen-harmonics faces: face recognition under generic lighting,
AFGR04(296-301).
WWW Link. 0411
BibRef

Chen, J.[Jie], Chen, X.L.[Xi-Lin], Yang, J.[Jie], Shan, S.G.[Shi-Guang], Wang, R.P.[Rui-Ping], Gao, W.[Wen],
Optimization of a training set for more robust face detection,
PR(42), No. 11, November 2009, pp. 2828-2840.
Elsevier DOI 0907
Resampling; Genetic algorithm; Manifold; Face detection BibRef

Wang, W.[Wen], Wang, R.P.[Rui-Ping], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
Probabilistic nearest neighbor search for robust classification of face image sets,
FG15(1-7)
IEEE DOI 1508
face recognition BibRef

Toygar, Ö.[Önsen], Acan, A.[Adnan],
Multiple classifier implementation of a divide-and-conquer approach using appearance-based statistical methods for face recognition,
PRL(25), No. 12, September 2004, pp. 1421-1430.
WWW Link. 0409
BibRef

Franco, A.[Annalisa], Lumini, A.[Alessandra], Maio, D.[Dario], Nanni, L.[Loris],
An enhanced subspace method for face recognition,
PRL(27), No. 1, 1 January 2006, pp. 76-84.
WWW Link. 0512
BibRef
Earlier: A1, A2, A3, Only:
Eigenspace merging for model updating,
ICPR02(II: 156-159).
IEEE DOI 0211
BibRef

Franco, A.[Annalisa], Maio, D.[Dario], Maltoni, D.[Davide],
2D face recognition based on supervised subspace learning from 3D models,
PR(41), No. 12, December 2008, pp. 3822-3833.
WWW Link. 0810
Face recognition; 3D face models; Subspace learning BibRef

Franco, A.[Annalisa], Maio, D.[Dario], Maltoni, D.[Davide],
Incremental template updating for face recognition in home environments,
PR(43), No. 8, August 2010, pp. 2891-2903.
Elsevier DOI 1006
Template updating; Video-based face recognition; Home environment; Subspace learning BibRef

Nanni, L.[Loris], Lumini, A.[Alessandra],
RegionBoost learning for 2D+3D based face recognition,
PRL(28), No. 15, 1 November 2007, pp. 2063-2070.
WWW Link. 0711
Face recognition; Machine learning; Classification. Boosting. See also multi-expert approach for wavelet-based face detection, A. See also clustering method for automatic biometric template selection, A. See also Fusion of color spaces for ear authentication. BibRef

Zhang, L.[Lei], Samaras, D.[Dimitris],
Face Recognition from a Single Training Image under Arbitrary Unknown Lighting Using Spherical Harmonics,
PAMI(28), No. 3, March 2006, pp. 351-363.
IEEE DOI 0602
BibRef
Earlier:
Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics,
BioAW04(10-23).
Springer DOI 0505
BibRef
Earlier:
Face recognition under variable lighting using harmonic image exemplars,
CVPR03(I: 19-25).
IEEE DOI 0307
Statistical model built from set of basis images. Estimate (assuming no pose variation). Second: use 3D models to build basis images. See also Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions. BibRef

Wang, S.[Sen], Zhang, L.[Lei], Samaras, D.[Dimitris],
Face Reconstruction Across Different Poses and Arbitrary Illumination Conditions,
AVBPA05(91).
Springer DOI 0509
BibRef
Earlier: A2, A1, A3:
Face Synthesis and Recognition from a Single Image under Arbitrary Unknown Lighting Using a Spherical Harmonic Basis Morphable Model,
CVPR05(II: 209-216).
IEEE DOI 0507
BibRef

Zhao, H.T.[Hai-Tao], Sun, S.Y.[Shao-Yuan], Jing, Z.L.[Zhong-Liang], Yang, J.Y.[Jing-Yu],
Local structure based supervised feature extraction,
PR(39), No. 8, August 2006, pp. 1546-1550.
WWW Link. 0606
Locally discriminating projection (LDP) utilizes class information to guide the procedure of feature extraction. Feature extraction; Supervised learning; Locality preserving projection BibRef

Cai, D.[Deng], He, X.F.[Xiao-Fei], Han, J., Zhang, H.J.[Hong-Jiang],
Orthogonal Laplacianfaces for Face Recognition,
IP(15), No. 11, November 2006, pp. 3608-3614.
IEEE DOI 0610
BibRef

Cai, D.[Deng], He, X.F.[Xiao-Fei], Han, J.W.[Jia-Wei], Huang, T.S.[Thomas S.],
Graph Regularized Nonnegative Matrix Factorization for Data Representation,
PAMI(33), No. 8, August 2011, pp. 1548-1560.
IEEE DOI 1107
NNMF. BibRef

Yang, Y.Z.[Ying-Zhen], Wang, Z.Y.[Zhang-Yang], Yang, J.C.[Jian-Chao], Han, J.W.[Jia-Wei], Huang, T.S.[Thomas S.],
Regularized L1-Graph for Data Clustering,
BMVC14(xx-yy).
HTML Version. 1410
BibRef

Cai, D.[Deng], He, X.F.[Xiao-Fei], Han, J.W.[Jia-Wei],
Spectral Regression for Efficient Regularized Subspace Learning,
ICCV07(1-8).
IEEE DOI 0710
BibRef
And:
Semi-supervised Discriminant Analysis,
ICCV07(1-7).
IEEE DOI 0710
BibRef

Zhang, L.J.[Li-Jun], Chen, C.[Chun], Bu, J.J.[Jia-Jun], Cai, D.[Deng], He, X.F.[Xiao-Fei], Huang, T.S.[Thomas S.],
Active Learning Based on Locally Linear Reconstruction,
PAMI(33), No. 10, October 2011, pp. 2026-2038.
IEEE DOI 1109
Select most representation points. BibRef

Cai, D.[Deng], He, X.F.[Xiao-Fei], Hu, Y.X.[Yu-Xiao], Han, J.W.[Jia-Wei], Huang, T.S.[Thomas S.],
Learning a Spatially Smooth Subspace for Face Recognition,
CVPR07(1-7).
IEEE DOI 0706
BibRef

Sun, X.C.[Xi-Chen], Wang, L.W.[Li-Wei], Feng, J.F.[Ju-Fu],
Further results on the subspace distance,
PR(40), No. 1, January 2007, pp. 328-329.
WWW Link. 0611
Subspace distance; Face recognition See also Subspace distance analysis with application to adaptive Bayesian algorithm for face recognition. BibRef

Kim, C.[Chunghoon], Choi, C.H.[Chong-Ho],
Image covariance-based subspace method for face recognition,
PR(40), No. 5, May 2007, pp. 1592-1604.
WWW Link. 0702
Face recognition; Subspace method; Image covariance matrix; Windowed feature; Principal component analysis; Linear discriminant analysis BibRef

Kim, C.[Chunghoon], Choi, C.H.[Chong-Ho],
A discriminant analysis using composite features for classification problems,
PR(40), No. 11, November 2007, pp. 2958-2966.
WWW Link. 0707
Classification; Feature extraction; Composite feature; Linear discriminant analysis; Chernoff distance; Nonparametric discriminant analysis BibRef

Choi, S.I.[Sang-Il], Choi, C.H.[Chong-Ho], Jeong, G.M.[Gu-Min], Kwak, N.[Nojun],
Pixel selection based on discriminant features with application to face recognition,
PRL(33), No. 9, 1 July 2012, pp. 1083-1092.
Elsevier DOI 1202
BibRef
Earlier: A1, A2, A3, Only:
Pixel selection in a face image based on discriminant features for face recognition,
FG08(1-6).
IEEE DOI 0809
Face recognition; Pixel selection; Illumination variation; Expression variation; Linear discriminant analysis BibRef

Faundez-Zanuy, M.[Marcos], Roure, J.[Josep], Espinosa-Duro, V.[Virginia], Ortega, J.A.[Juan Antonio],
An efficient face verification method in a transformed domain,
PRL(28), No. 7, May 2007, pp. 854-858.
WWW Link. 0703
Face verification; Transform methods; Biometrics Walsh-Hadamard transform. BibRef

Fan, W.[Wei], Yeung, D.Y.[Dit-Yan],
Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification,
CVPR06(II: 1384-1390).
IEEE DOI 0606
BibRef
And:
Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds,
FGR06(177-182).
IEEE DOI 0604
BibRef

Zhang, L.M.[Li-Mei], Qiao, L.S.[Li-Shan], Chen, S.C.[Song-Can],
Graph-optimized locality preserving projections,
PR(43), No. 6, June 2010, pp. 1993-2002.
Elsevier DOI 1003
Dimensionality reduction; Locality preserving projections; Graph construction; Generalized entropy; Face recognition BibRef

Xu, D.[Dong], Lin, S.[Stephen], Yan, S.C.[Shui-Cheng], Tang, X.[Xiaoou],
Rank-One Projections With Adaptive Margins for Face Recognition,
SMC-B(37), No. 5, October 2007, pp. 1226-1236.
IEEE DOI 0711
BibRef
Earlier: CVPR06(I: 175-181).
IEEE DOI 0606
BibRef

Wong, K.C.[Kin-Chung], Lin, W.Y.[Wei-Yang], Hu, Y.H.[Yu Hen], Boston, N.[Nigel], Zhang, X.,
Optimal Linear Combination of Facial Regions for Improving Identification Performance,
SMC-B(37), No. 5, October 2007, pp. 1138-1148.
IEEE DOI 0711
BibRef

Lin, W.Y.[Wei-Yang], Wong, K.C.[Kin-Chung], Boston, N.[Nigel], Hu, Y.H.[Yu Hen],
Fusion of Summation Invariants in 3D Human Face Recognition,
CVPR06(II: 1369-1376).
IEEE DOI 0606
BibRef

Yan, S.C.[Shui-Cheng], Liu, J.Z.[Jian-Zhuang], Tang, X.[Xiaoou], Huang, T.S.[Thomas S.],
Formulating Face Verification With Semidefinite Programming,
IP(16), No. 11, November 2007, pp. 2802-2810.
IEEE DOI 0709
For subspace learning address: selection of verification threshold, automatic determination of subspace dimension, and deducing feature fusing weights BibRef

Yan, S.C.[Shui-Cheng], Wang, H., Liu, J.Z.[Jian-Zhuang], Tang, X.[Xiaoou], Huang, T.S.[Thomas S.],
Misalignment-Robust Face Recognition,
IP(19), No. 4, April 2010, pp. 1087-1096.
IEEE DOI 1003
BibRef

Lin, D.[Dahua], Yan, S.C.[Shui-Cheng], Tang, X.[Xiaoou],
Pursuing Informative Projection on Grassmann Manifold,
CVPR06(II: 1727-1734).
IEEE DOI 0606
BibRef
Earlier:
Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods,
ICIP05(III: 764-767).
IEEE DOI 0512
BibRef
And:
Feedback-based Dynamic Generalized LDA for Face Recognition,
ICIP05(II: 922-925).
IEEE DOI 0512
BibRef

Liu, W.[Wei], Li, Z.F.[Zhi-Feng], Tang, X.[Xiaoou],
Spatio-temporal Embedding for Statistical Face Recognition from Video,
ECCV06(II: 374-388).
Springer DOI 0608
BibRef

Li, Z.F.[Zhi-Feng], Lin, D.[Dahua], Tang, X.[Xiaoou],
Nonparametric Discriminant Analysis for Face Recognition,
PAMI(31), No. 4, April 2009, pp. 755-761.
IEEE DOI 0903
NDA and multi-classifier integration. BibRef

Li, Z.F.[Zhi-Feng], Lin, D.[Dahua], Meng, H.[Helen], Tang, X.[Xiaoou],
Discriminant Mutual Subspace Learning for Indoor and Outdoor Face Recognition,
CVPR07(1-6).
IEEE DOI 0706
BibRef

Li, Z.F.[Zhi-Feng], Liu, W.[Wei], Lin, D.[Dahua], Tang, X.[Xiaoou],
Nonparametric Subspace Analysis for Face Recognition,
CVPR05(II: 961-966).
IEEE DOI 0507
BibRef

Lin, D.[Dahua], Tang, X.[Xiaoou],
Inter-modality Face Recognition,
ECCV06(IV: 13-26).
Springer DOI 0608
BibRef

Yoon, K.[Kyongil], Harwood, D.A.[David A.], Davis, L.S.[Larry S.],
Appearance-based person recognition using color/path-length profile,
JVCIR(17), No. 3, June 2006, pp. 605-622.
WWW Link. 0711
Profiles. Person recognition; Color/path-length; Appearance; Kernel density estimation; Kullback-Leibler distance BibRef

Kannan, A.[Anitha], Jojic, N.[Nebojsa], Frey, B.J.[Brendan J.],
Fast Transformation-Invariant Component Analysis,
IJCV(77), No. 1-3, May 2008, pp. 87-101.
Springer DOI 0803
BibRef
Earlier: A2, A3, A1:
Epitomic analysis of appearance and shape,
ICCV03(34-41).
IEEE DOI 0311
BibRef

Jojic, N.[Nebojsa], Simard, P.Y.[Patrice Y.], Frey, B.J.[Brendan J.], Heckerman, D.[David],
Separating Appearance from Deformation,
ICCV01(II: 288-294).
IEEE DOI 0106
Examples on digits and faces. BibRef

Ciocoiu, I.B.[Iulian B.], Costin, H.N.[Hariton N.],
Localized versus Locality-Preserving Subspace Projections for Face Recognition,
JIVP(2007), 2007, pp. xx-yy.
DOI Link 0804
BibRef

Zhang, T., Fang, B., Tang, Y.Y., He, G., Wen, J.,
Topology Preserving Non-negative Matrix Factorization for Face Recognition,
IP(17), No. 4, April 2008, pp. 574-584.
IEEE DOI 0803
BibRef

Inoue, A.[Akira], Sato, A.[Atsushi],
Face Recognition Based on Mutual Projection of Feature Distributions,
IEICE(E91-D), No. 7, July 2008, pp. 1878-1884.
DOI Link 0807
BibRef

Wright, J.[John], Yang, A.Y.[Allen Y.], Ganesh, A.[Arvind], Sastry, S.S.[S. Shankar], Ma, Y.[Yi],
Robust Face Recognition via Sparse Representation,
PAMI(31), No. 2, February 2009, pp. 210-227.
IEEE DOI 0901
Not the same, but similar. Sparse representation (down sampled, random projections) perform well within limits. BibRef

Naikal, N.[Nikhil], Yang, A.Y.[Allen Y.], Sastry, S.S.[S. Shankar],
Informative feature selection for object recognition via Sparse PCA,
ICCV11(818-825).
IEEE DOI 1201
BibRef

Elhamifar, E.[Ehsan], Sapiro, G.[Guillermo], Yang, A.Y.[Allen Y.], Sasrty, S.S.[S. Shankar],
A Convex Optimization Framework for Active Learning,
ICCV13(209-216)
IEEE DOI 1403
BibRef

Zhang, Z.D.[Zheng-Dong], Ganesh, A.[Arvind], Liang, X.[Xiao], Ma, Y.[Yi],
TILT: Transform Invariant Low-Rank Textures,
IJCV(99), No. 1, August 2012, pp. 1-24.
WWW Link. 1202
BibRef
Earlier: A1, A3, A2, A4: ACCV10(III: 314-328).
Springer DOI 1011
See also Rectification of Optical Characters as Transform Invariant Low-Rank Textures. BibRef

Liang, X.[Xiao], Ren, X.[Xiang], Zhang, Z.D.[Zheng-Dong], Ma, Y.[Yi],
Repairing Sparse Low-Rank Texture,
ECCV12(V: 482-495).
Springer DOI 1210
BibRef

Zhou, Z.H.[Zi-Han], Ganesh, A.[Arvind], Wright, J.[John], Tsai, S.F.[Shen-Fu], Ma, Y.[Yi],
Nearest-Subspace Patch Matching for face recognition under varying pose and illumination,
FG08(1-8).
IEEE DOI 0809
BibRef

Li, H.X.[Hao-Xiang], Hua, G.[Gang], Shen, X.H.[Xiao-Hui], Lin, Z.[Zhe], Brandt, J.[Jonathan],
Eigen-PEP for Video Face Recognition,
ACCV14(III: 17-33).
Springer DOI 1504
BibRef

Li, H.X.[Hao-Xiang], Hua, G.[Gang], Lin, Z.[Zhe], Brandt, J.[Jonathan], Yang, J.C.[Jian-Chao],
Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation,
ICCV13(793-800)
IEEE DOI 1403
BibRef
And:
Probabilistic Elastic Matching for Pose Variant Face Verification,
CVPR13(3499-3506)
IEEE DOI 1309
Detector Adaptation; Face Detection; PEP Model BibRef

Wright, J.[John], Hua, G.[Gang],
Implicit elastic matching with random projections for pose-variant face recognition,
CVPR09(1502-1509).
IEEE DOI 0906
BibRef

Wagner, A.[Andrew], Wright, J.[John], Ganesh, A.[Arvind], Zhou, Z.H.[Zi-Han], Mobahi, H.[Hossein], Ma, Y.[Yi],
Toward a Practical Face Recognition System: Robust Alignment and Illumination by Sparse Representation,
PAMI(34), No. 2, February 2012, pp. 372-386.
IEEE DOI 1112
BibRef
Earlier: A1, A2, A3, A4, A6, Only:
Towards a practical face recognition system: Robust registration and illumination by sparse representation,
CVPR09(597-604).
IEEE DOI 0906
BibRef
Earlier: A2, A3, A4, A1, A6, Only:
Demo: Robust face recognition via sparse representation,
FG08(1-2).
IEEE DOI 0809
BibRef

Sun, J.[Ju], Zhang, Y.Q.[Yu-Qian], Wright, J.[John],
Efficient Point-to-Subspace Query in L_1 with Application to Robust Object Instance Recognition,
SIIMS(7), No. 4, 2014, pp. 2105-2138.
DOI Link 1402
BibRef
Earlier:
Efficient Point-to-Subspace Query in L_1 with Application to Robust Face Recognition,
ECCV12(IV: 416-429).
Springer DOI 1210
BibRef

Robinson, J.A.[John A.],
Covariance estimation in full- and reduced-dimensionality image classification,
IVC(27), No. 8, 2 July 2009, pp. 1062-1071.
Elsevier DOI 0906
BibRef
Earlier:
Covariance matrix estimation for appearance-based face image processing,
BMVC05(xx-yy).
HTML Version. 0509
Gaussian models; Face analysis; Regularization BibRef

Robinson, J.A.[John A.],
Regularized single-kernel conditional density estimation for face description,
ICIP09(2461-2464).
IEEE DOI 0911
BibRef

Rana, S.[Santu], Liu, W.Q.[Wan-Quan], Lazarescu, M.[Mihai], Venkatesh, S.[Svetha],
A unified tensor framework for face recognition,
PR(42), No. 11, November 2009, pp. 2850-2862.
Elsevier DOI 0907
BibRef
Earlier:
Efficient tensor based face recognition,
ICPR08(1-4).
IEEE DOI 0812
BibRef
And:
Recognising faces in unseen modes: A tensor based approach,
CVPR08(1-8).
IEEE DOI 0806
Face recognition; Tensor; Multilinear algebra BibRef

Qiu, H.N.[Hui-Ning], Pham, D.S.[Duc-Son], Venkatesh, S.[Svetha], Liu, W.Q.[Wan-Quan], Lai, J.H.[Jian-Huang],
A Fast Extension for Sparse Representation on Robust Face Recognition,
ICPR10(1023-1027).
IEEE DOI 1008
BibRef

An, S.J.[Sen-Jian], Liu, W.Q.[Wan-Quan], Venkatesh, S.[Svetha],
Face Recognition Using Kernel Ridge Regression,
CVPR07(1-7).
IEEE DOI 0706
BibRef

Wang, F.[Fei], Wang, X.[Xin], Zhang, D.Q.[Dao-Qiang], Zhang, C.S.[Chang-Shui], Li, T.[Tao],
marginFace: A novel face recognition method by average neighborhood margin maximization,
PR(42), No. 11, November 2009, pp. 2863-2875.
Elsevier DOI 0907
Face recognition; Discrimination; Neighborhoods BibRef

Zhang, C.S.[Chang-Shui], Wang, F.[Fei],
A multilevel approach for learning from labeled and unlabeled data on graphs,
PR(43), No. 6, June 2010, pp. 2301-2314.
Elsevier DOI 1003
Multilevel; Graph; Transduction; Multigrid BibRef

Wang, F.[Fei], Zhang, C.S.[Chang-Shui],
Feature Extraction by Maximizing the Average Neighborhood Margin,
CVPR07(1-8).
IEEE DOI 0706
Address data size of LDA. Find better kernels. BibRef

Sarfraz, M.S.[M. Saquib], Hellwich, O.[Olaf],
Probabilistic learning for fully automatic face recognition across pose,
IVC(28), No. 5, May 2010, pp. 744-753.
Elsevier DOI 1003
BibRef
Earlier:
Statistical appearance models for automatic pose invariant face recognition,
FG08(1-6).
IEEE DOI 0809
Face recognition; Recognition across pose; Bayesian face modeling; Face-GLOH-Signature BibRef

de Diego, I.M.[Isaac Martin], Serrano, A.[Angel], Conde, C.[Cristina], Cabello, E.[Enrique],
Face verification with a kernel fusion method,
PRL(31), No. 9, 1 July 2010, pp. 837-844.
Elsevier DOI 1004
BibRef
Earlier: A1, A3, A2, A4:
Combination of kernels applied to face verification,
ICIP09(1241-1244).
IEEE DOI 0911
Fusion; Kernel; Face verification; Gabor; Support Vector Machines BibRef

Lu, J., Tan, Y.P.,
Regularized Locality Preserving Projections and Its Extensions for Face Recognition,
SMC-B(40), No. 3, June 2010, pp. 958-963.
IEEE DOI 1006
BibRef

Gao, Q.X.[Quan-Xue], Xu, H.[Hui], Li, Y.Y.[Yi-Ying], Xie, D.Y.[De-Yan],
Two-dimensional supervised local similarity and diversity projection,
PR(43), No. 10, October 2010, pp. 3359-3363.
Elsevier DOI 1007
Manifold learning; Feature extraction; Diversity; 2DLPP; Face recognition BibRef

Lu, G.F.[Gui-Fu], Lin, Z.[Zhong], Jin, Z.[Zhong],
Face recognition using discriminant locality preserving projections based on maximum margin criterion,
PR(43), No. 10, October 2010, pp. 3572-3579.
Elsevier DOI 1007
MMC; Locality preserving; Small sample size problem; Feature extraction; Face recognition BibRef

Lu, G.F.[Gui-Fu], Lin, Z.[Zhong], Jin, Z.[Zhong],
Face recognition using regularised generalised discriminant locality preserving projections,
IET-CV(5), No. 2, 2011, pp. 107-116.
DOI Link 1103
BibRef

Lu, G.F.[Gui-Fu], Zou, J.[Jian], Wang, Y.[Yong],
L1-norm and maximum margin criterion based discriminant locality preserving projections via trace Lasso,
PR(55), No. 1, 2016, pp. 207-214.
Elsevier DOI 1604
Discriminant locality preserving projections BibRef

Lu, G.F.[Gui-Fu], Tang, G.[Ganyi], Zou, J.[Jian],
Spare L1-norm-based maximum margin criterion,
JVCIR(38), No. 1, 2016, pp. 11-17.
Elsevier DOI 1605
Feature extraction BibRef

Soundar, K.R.[K. Ruba], Murugesan, K.,
Preserving global and local information: A combined approach for recognising face image,
IET-CV(4), No. 3, September 2010, pp. 173-182.
DOI Link 1008
Need more than PCA. BibRef

Xu, Y.[Yong], Zhong, A.[Aini], Yang, J.[Jian], Zhang, D.[David],
LPP solution schemes for use with face recognition,
PR(43), No. 12, December 2010, pp. 4165-4176.
Elsevier DOI 1003
Face recognition; Feature extraction; LPP: Locality preserving projection; Small sample size problems BibRef

Yin, H.Q.[Hai-Qing], Liu, H.W.[Hong-Wei],
Nonnegative matrix factorization with bounded total variational regularization for face recognition,
PRL(31), No. 16, December 2010, pp. 2468-2473.
Elsevier DOI 1011
Nonnegative matrix factorization; Total variation regularization; Face recognition BibRef

Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], Pietikainen, M.[Matti], Li, S.Z.[Stan Z.],
Face Recognition by Exploring Information Jointly in Space, Scale and Orientation,
IP(20), No. 1, January 2011, pp. 247-256.
IEEE DOI 1101
BibRef

Lei, Z.[Zhen], Yi, D.[Dong], Li, S.Z.[Stan Z.],
Learning Stacked Image Descriptor for Face Recognition,
CirSysVideo(26), No. 9, September 2016, pp. 1685-1696.
IEEE DOI 1609
BibRef
Earlier: A2, A1, A3:
Towards Pose Robust Face Recognition,
CVPR13(3539-3545)
IEEE DOI 1309
Convolution See also Discriminant Image Filter Learning for Face Recognition with Local Binary Pattern Like Representation. See also Local Gradient Order Pattern for Face Representation and Recognition. BibRef

Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], Yi, D.[Dong], Qin, R.[Rui], Li, S.Z.[Stan Z.],
A Discriminant Analysis Method for Face Recognition in Heteroscedastic Distributions,
ICB09(112-121).
Springer DOI 0906
BibRef

Liao, S.C.[Sheng-Cai], Yi, D.[Dong], Lei, Z.[Zhen], Qin, R.[Rui], Li, S.Z.[Stan Z.],
Heterogeneous Face Recognition from Local Structures of Normalized Appearance,
ICB09(209-218).
Springer DOI 0906
See also HFB Face Database for Heterogeneous Face Biometrics research, The. BibRef

Yan, J.J.[Jun-Jie], Lei, Z.[Zhen], Yang, Y.[Yang], Li, S.Z.[Stan Z.],
Stacked Deformable Part Model with Shape Regression for Object Part Localization,
ECCV14(II: 568-583).
Springer DOI 1408
See also Adaptive Structural Model for Video Based Pedestrian Detection. BibRef

Lei, Z.[Zhen], Pietikainen, M., Li, S.Z.,
Learning Discriminant Face Descriptor,
PAMI(36), No. 2, February 2014, pp. 289-302.
IEEE DOI 1402
Gabor filters BibRef

Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Efficient feature selection for linear discriminant analysis and its application to face recognition,
ICPR12(1136-1139).
WWW Link. 1302
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Stepwise Correlation metric based Discriminant Analysis and multi-probe images fusion for face recognition,
Subspace09(147-153).
IEEE DOI 0910
See also Gabor volume based local binary pattern for face representation and recognition. See also Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching. BibRef

Lei, Y.K.[Ying-Ke], Ding, Z.G.[Zhi-Guo], Hu, R.X.[Rong-Xiang], Zhang, S.W.[Shan-Wen], Jia, W.[Wei],
Orthogonal local spline discriminant projection with application to face recognition,
PRL(32), No. 4, 1 March 2011, pp. 615-625.
Elsevier DOI 1102
Feature extraction; Subspace learning; Manifold learning; Face recognition BibRef

Lu, C.Y.[Can-Yi], Min, H.[Hai], Gui, J.[Jie], Zhu, L.[Lin], Lei, Y.K.[Ying-Ke],
Face recognition via Weighted Sparse Representation,
JVCIR(24), No. 2, February 2013, pp. 111-116.
Elsevier DOI 1302
Face recognition; Weighted Sparse Representation; Nearest Feature Classifiers; Locality; Linearity; Sparse Representation; Classification; Local representation BibRef

Yang, W.K.[Wan-Kou], Sun, C.Y.[Chang-Yin], Zhang, L.[Lei],
A multi-manifold discriminant analysis method for image feature extraction,
PR(44), No. 8, August 2011, pp. 1649-1657.
Elsevier DOI 1104
BibRef
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Face Recognition Using a Multi-Manifold Discriminant Analysis Method,
ICPR10(527-530).
IEEE DOI 1008
Multi-manifold learning; LDA; Feature extraction; Image recognition BibRef

Chen, Y.N.[Yin-Nong], Han, C.C.[Chin-Chuan], Wang, C.T.[Cheng-Tzu], Fan, K.C.[Kuo-Chin],
Face Recognition Using Nearest Feature Space Embedding,
PAMI(33), No. 6, June 2011, pp. 1073-1086.
IEEE DOI 1105
Pose, illumination, expression. New feature embedding. BibRef

Hung, T.Y.[Tsung-Yung], Fan, K.C.[Kuo-Chin],
Local vector pattern in high-order derivative space for face recognition,
ICIP14(239-243)
IEEE DOI 1502
Databases BibRef

Han, P.Y.[Pang Ying], Jin, A.T.B.[Andrew Teoh Beng], Kar, A.T.[Ann Toh],
Kernel Discriminant Embedding in face recognition,
JVCIR(22), No. 7, October 2011, pp. 634-642.
Elsevier DOI 1109
Face recognition; Dimensionality reduction; Kernel trick; Graph Embedding; Fisher's criterion; Nonlinear structure; Geometrical structure; Discriminant projection BibRef

Tian, C., Fan, G., Gao, X., Tian, Q.,
Multiview Face Recognition: From TensorFace to V-TensorFace and K-TensorFace,
SMC-B(42), No. 2, April 2012, pp. 320-333.
IEEE DOI 1204
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Gui, J.[Jie], Sun, Z.A.[Zhen-An], Jia, W.[Wei], Hu, R.X.[Rong-Xiang], Lei, Y.K.[Ying-Ke], Ji, S.W.[Shui-Wang],
Discriminant sparse neighborhood preserving embedding for face recognition,
PR(45), No. 8, August 2012, pp. 2884-2893.
Elsevier DOI 1204
Sparse neighborhood preserving embedding; Sparse subspace learning; Discriminant learning; Maximum margin criterion; Discriminant sparse neighborhood preserving embedding; Face recognition BibRef

Hu, R.X.[Rong-Xiang], Jia, W.[Wei], Zhao, Y.[Yang], Gui, J.[Jie],
Perceptually motivated morphological strategies for shape retrieval,
PR(45), No. 9, September 2012, pp. 3222-3230.
Elsevier DOI 1206
Shape retrieval; Shape contexts; Morphological operation; Perceptual custom BibRef

Karabat, C.[Cagatay], Erdogan, H.[Hakan],
Discriminative Projection Selection Based Face Image Hashing,
IEICE(E95-D), No. 5, May 2012, pp. 1547-1551.
WWW Link. 1202
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Zang, F.[Fei], Zhang, J.S.[Jiang-She], Pan, J.Y.[Ji-Yuan],
Face recognition using Elasticfaces,
PR(45), No. 11, November 2012, pp. 3866-3876.
Elsevier DOI 1206
Face recognition; Dimensionality reduction; Local geometrical structure; Global information; Elastic preserving projections BibRef

Wang, J.H.[Jing-Hua], You, J.[Jane], Li, Q.[Qin], Xu, Y.[Yong],
Orthogonal discriminant vector for face recognition across pose,
PR(45), No. 12, December 2012, pp. 4069-4079.
Elsevier DOI 1208
Pattern classification; Face recognition across pose; Face manifold; Orthogonal discriminant vector BibRef

Wang, J.H.[Jing-Hua], You, J.[Jane], Li, Q.[Qin], Xu, Y.[Yong],
Extract minimum positive and maximum negative features for imbalanced binary classification,
PR(45), No. 3, March 2012, pp. 1136-1145.
Elsevier DOI 1111
Pattern classification; Feature subspace extraction; Imbalanced binary classification; Minimum positive feature; Maximum negative feature BibRef

Wang, J.H.[Jing-Hua], Xu, Y.[Yong], You, J.[Jane],
Sparse residue for occluded face image reconstruction and classification,
ICPR12(1707-1710).
WWW Link. 1302
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Wang, X.D.[Xiao-Dong], Liu, F., Jiao, L.C., Zhou, Z.G.[Zhi-Guo], Yu, J.J.[Jing-Jing], Li, B.[Bing], Chen, J.R.[Jian-Rui], Wu, J.[Jiao], Shang, F.[Fanhua],
An evidential reasoning based classification algorithm and its application for face recognition with class noise,
PR(45), No. 12, December 2012, pp. 4117-4128.
Elsevier DOI 1208
Face recognition; Class noise; Evidential reasoning; Linear regression classification (LRC); Sparse representation-based classification (SRC) BibRef

Deng, W.H.[Wei-Hong], Hu, J.[Jiani], Guo, J.[Jun],
Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary,
PAMI(34), No. 9, September 2012, pp. 1864-1870.
IEEE DOI 1208
SRC: Sparse Representation-Based Classification. BibRef

Deng, W.H.[Wei-Hong], Hu, J.[Jiani], Guo, J.[Jun],
In Defense of Sparsity Based Face Recognition,
CVPR13(399-406)
IEEE DOI 1309
Face Recognition; Sparse Representation BibRef

Wan, M.H.[Ming-Hua], Li, M.[Ming], Lai, Z.H.[Zhi-Hui], Yin, J.[Jun], Jin, Z.[Zhong],
Feature extraction based on fuzzy class mean embedding (FCME) with its application to face and palm biometrics,
MVA(23), No. 5, September 2012, pp. 985-997.
WWW Link. 1208
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Lai, Z.H.[Zhi-Hui], Zhao, C.R.[Cai-Rong], Chen, Y.[Yi], Jin, Z.[Zhong],
Maximal local interclass embedding with application to face recognition,
MVA(22), No. 4, July 2011, pp. 619-627.
WWW Link. 1107
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Wan, M.H.[Ming-Hua], Yang, G., Lai, Z.H.[Zhi-Hui], Jin, Z.[Zhong],
Feature extraction based on fuzzy local discriminant embedding with applications to face recognition,
IET-CV(5), No. 5, 2011, pp. 301-308.
DOI Link 1110
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Wan, M.H.[Ming-Hua], Yang, G.[Guowei], Huang, W.[Wei], Jin, Z.[Zhong],
Class mean embedding for face recognition,
AIR(36), No. 4, December 2011, pp. 285-297.
WWW Link. 1208
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Zhao, C.R.[Cai-Rong], Lai, Z.H.[Zhi-Hui], Sui, Y.[Yue], Liu, C.C.[Chuan-Cai], Jin, Z.[Zhong],
Fuzzy maximal marginal embedding and its application,
ICIP10(2709-2712).
IEEE DOI 1009
LMME with fuzzy sets. BibRef

Sharma, A.[Abhishek], Haj, M.A.[Murad Al], Choi, J.H.[Jong-Hyun], Davis, L.S.[Larry S.], Jacobs, D.W.[David W.],
Robust pose invariant face recognition using coupled latent space discriminant analysis,
CVIU(116), No. 11, November 2012, pp. 1095-1110.
Elsevier DOI 1210
Pose-invariant-face recognition; Coupled latent space; PLS; CCA; Discriminant coupled subspaces BibRef

Guo, H.M.[Hui-Min], Wang, R.P.[Rui-Ping], Choi, J.H.[Jong-Hyun], Davis, L.S.[Larry S.],
Face verification using sparse representations,
Biometrics12(37-44).
IEEE DOI 1207
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Xu, Y.[Yong], Zhu, X.J.[Xing-Jie], Li, Z.M.[Zheng-Ming], Liu, G.H.[Guang-Hai], Lu, Y.[Yuwu], Liu, H.[Hong],
Using the original and 'symmetrical face' training samples to perform representation based two-step face recognition,
PR(46), No. 4, April 2013, pp. 1151-1158.
Elsevier DOI 1301
Pattern recognition; Face recognition; Sparse representation method BibRef

Gao, S.H.[Sheng-Hua], Tsang, I.W.H.[Ivor Wai-Hung], Chia, L.T.[Liang-Tien],
Sparse Representation With Kernels,
IP(22), No. 2, February 2013, pp. 423-434.
IEEE DOI 1302
BibRef
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Kernel Sparse Representation for Image Classification and Face Recognition,
ECCV10(IV: 1-14).
Springer DOI 1009
See also Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications. BibRef

Li, X.X., Dai, D.Q.[Dao-Qing], Zhang, X.F., Ren, C.X.[Chuan-Xian],
Structured Sparse Error Coding for Face Recognition With Occlusion,
IP(22), No. 5, May 2013, pp. 1889-1900.
IEEE DOI 1303
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Yu, Y.F.[Yu-Feng], Dai, D.Q.[Dao-Qing], Ren, C.X.[Chuan-Xian], Huang, K.K.[Ke-Kun],
Discriminative multi-scale sparse coding for single-sample face recognition with occlusion,
PR(66), No. 1, 2017, pp. 302-312.
Elsevier DOI 1704
Face recognition BibRef

Yu, Y.F.[Yu-Feng], Dai, D.Q.[Dao-Qing], Ren, C.X.[Chuan-Xian], Huang, K.K.[Ke-Kun],
Discriminative multi-layer illumination-robust feature extraction for face recognition,
PR(67), No. 1, 2017, pp. 201-212.
Elsevier DOI 1704
Face recognition BibRef

Hao, N.[Ning], Kilmer, M.E.[Misha E.], Braman, K.[Karen], Hoover, R.C.[Randy C.],
Facial Recognition Using Tensor-Tensor Decompositions,
SIIMS(6), No. 1, 2013, pp. 437-463.
DOI Link 1304
Tensor: array, high order tensor: high dimensioned array. BibRef

Venkat, I.[Ibrahim], Khader, A.T.[Ahamad Tajudin], Subramanian, K.G., de Wilde, P.[Philippe],
Recognizing occluded faces by exploiting psychophysically inspired similarity maps,
PRL(34), No. 8, June 2013, pp. 903-911.
Elsevier DOI 1305
BibRef
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Psychophysically Inspired Bayesian Occlusion Model to Recognize Occluded Faces,
CAIP11(I: 420-426).
Springer DOI 1109
Face recognition; Occlusion; Bayesian Network; Machine learning; Similarity measures BibRef

Dornaika, F.[Fadi], Bosaghzadeh, A.[Alireza],
Exponential Local Discriminant Embedding and Its Application to Face Recognition,
Cyber(43), No. 3, 2013, pp. 921-934.
IEEE DOI BibRef 1300
Earlier:
Generalized Local Discriminant Embedding for Face Recognition,
ICIAR12(II: 90-97).
Springer DOI 1206
face recognition; discriminant analysis techniques; exponential LDE; kernel-based nonlinear mapping; graph-based embedding; local discriminant embedding (LDE) 1307
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Dornaika, F.[Fadi], Bosaghzadeh, A.[Alireza],
On Solving the Small Sample Size Problem for Marginal Fisher Analysis,
ICIAR13(116-123).
Springer DOI 1307
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Dornaika, F.[Fadi], Raducanu, B.[Bogdan],
Out-of-Sample Embedding for Manifold Learning Applied to Face Recognition,
AMFG13(862-868)
IEEE DOI 1309
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Dornaika, F.[Fadi], El Traboulsi, Y.[Youssof], Assoum, A.[Ammar],
Adaptive Two Phase Sparse Representation Classifier for Face Recognition,
ACIVS13(182-191).
Springer DOI 1311
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Dornaika, F.[Fadi], Assoum, A.[Ammar], Raducanu, B.[Bogdan],
Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection,
SSSPR12(575-583).
Springer DOI 1211
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Dornaika, F.[Fadi], Assoum, A.[Ammar], Bosaghzadeh, A.[Alireza],
Combining Linear Dimensionality Reduction and Locality Preserving Projections with Feature Selection for Recognition Tasks,
ACIVS11(127-138).
Springer DOI 1108
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Earlier: A1, A2, Only:
Linear Dimensionality Reduction through Eigenvector Selection for Object Recognition,
ISVC10(I: 276-285).
Springer DOI 1011
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Weng, L., Dornaika, F.[Fadi], Jin, Z.,
Flexible constrained sparsity preserving embedding,
PR(60), No. 1, 2016, pp. 813-823.
Elsevier DOI 1609
Constrained embedding BibRef

Huang, P.[Pu], Tang, Z.M.[Zhen-Min], Chen, C.[Caikou], Yang, Z.J.[Zhang-Jing],
Local maximal margin discriminant embedding for face recognition,
JVCIR(25), No. 2, 2014, pp. 296-305.
Elsevier DOI 1402
Local maximal margin discriminant embedding BibRef

Gui, J.[Jie], Sun, Z.A.[Zhen-An], Cheng, J.[Jun], Ji, S.W.[Shui-Wang], Wu, X.D.[Xin-Dong],
How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version?,
CirSysVideo(24), No. 2, February 2014, pp. 211-223.
IEEE DOI 1403
face recognition BibRef

Shi, X.S.[Xiao-Shuang], Yang, Y.[Yujiu], Guo, Z.H.[Zhen-Hua], Lai, Z.H.[Zhi-Hui],
Face recognition by sparse discriminant analysis via joint L2,1-norm minimization,
PR(47), No. 7, 2014, pp. 2447-2453.
Elsevier DOI 1404
L2,1-norm BibRef

Li, J.B.[Jun-Bao], Chu, S.C.[Shu-Chuan], Pan, J.S.[Jeng-Shyang],
Kernel Learning Algorithms for Face Recognition,

Springer2014. ISBN 978-1-4614-0160-5.
WWW Link. 1404
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Karande, K.J.[Kailash Jagannath], Talbar, S.[Sanjay],
Independent Component Analysis of Edge Information for Face Recognition,

Springer2014. ISBN 978-81-322-1511-0.
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Timofte, R.[Radu], Van Gool, L.J.[Luc J.],
Adaptive and Weighted Collaborative Representations for image classification,
PRL(43), No. 1, 2014, pp. 127-135.
Elsevier DOI 1404
BibRef
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Weighted collaborative representation and classification of images,
ICPR12(1606-1610).
WWW Link. 1302
Ridge Regression. regularized least squares. For faces See also Iterative Nearest Neighbors for classification and dimensionality reduction. BibRef

Wu, J.Q.[Ji-Qing], Timofte, R.[Radu], Van Gool, L.J.[Luc J.],
Generic 3D Convolutional Fusion for Image Restoration,
NTIRE16(I: 159-176).
Springer DOI 1704
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Wu, J.Q.[Ji-Qing], Timofte, R.[Radu], Van Gool, L.J.[Luc J.],
Learned Collaborative Representations for Image Classification,
WACV15(456-463)
IEEE DOI 1503
Collaboration collaborative representation-based classifier for face recognition. BibRef

Chen, J.[Jie], Yi, Z.[Zhang],
Sparse representation for face recognition by discriminative low-rank matrix recovery,
JVCIR(25), No. 5, 2014, pp. 763-773.
Elsevier DOI 1406
Sparse representation BibRef

Zheng, Z.L.[Zhong-Long], Yu, M.[Mudan], Jia, J.[Jiong], Liu, H.W.[Hua-Wen], Xiang, D.H.[Dao-Hong], Huang, X.Q.[Xiao-Qiao], Yang, J.[Jie],
Fisher discrimination based low rank matrix recovery for face recognition,
PR(47), No. 11, 2014, pp. 3502-3511.
Elsevier DOI 1407
Low rank BibRef

Zheng, Z.L.[Zhong-Long], Yu, M.[Mudan], Jia, J.[Jiong], Liu, H.W.[Hua-Wen], Zhang, H.X.[Hai-Xin], Fu, F.M.[Fang-Mei], Huang, X.Q.[Xiao-Qiao],
Fisher Discrimination Based Low Rank Matrix Recovery,
ACPR13(330-334)
IEEE DOI 1408
matrix algebra BibRef

Chen, C.F.[Chih-Fan], Wei, C.P.[Chia-Po], Wang, Y.C.F.[Yu-Chiang Frank],
Robust Face Recognition With Structurally Incoherent Low-Rank Matrix Decomposition,
IP(23), No. 8, August 2014, pp. 3294-3307.
IEEE DOI 1408
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Low-rank matrix recovery with structural incoherence for robust face recognition,
CVPR12(2618-2625).
IEEE DOI 1208
face recognition BibRef

Chen, C.F.[Chih-Fan], Wang, Y.C.F.[Yu-Chiang Frank],
Undersampled Face Recognition via Robust Auxiliary Dictionary Learning,
IP(24), No. 6, June 2015, pp. 1722-1734.
IEEE DOI 1504
Dictionaries BibRef

Zhang, S.Q.[Shi-Qing], Zhao, X.M.[Xiao-Ming],
Locality-sensitive kernel sparse representation classification for face recognition,
JVCIR(25), No. 8, 2014, pp. 1878-1885.
Elsevier DOI 1411
Sparse representation BibRef

Wang, J.[Jing], Lu, C.[Canyi], Wang, M.[Meng], Li, P.[Peipei], Yan, S.C.[Shui-Cheng], Hu, X.[Xuegang],
Robust Face Recognition via Adaptive Sparse Representation,
Cyber(44), No. 12, December 2014, pp. 2368-2378.
IEEE DOI 1412
face recognition BibRef

Papachristou, K.[Konstantinos], Tefas, A.[Anastasios], Pitas, I.[Ioannis],
Symmetric Subspace Learning for Image Analysis,
IP(23), No. 12, December 2014, pp. 5683-5697.
IEEE DOI 1412
face recognition BibRef

Papachristou, K.[Konstantinos], Tefas, A.[Anastasios], Pitas, I.[Ioannis],
Facial image analysis based on two-dimensional linear discriminant analysis exploiting symmetry,
ICIP15(3185-3189)
IEEE DOI 1512
facial image analysis BibRef

Nikan, S.[Soodeh], Ahmadi, M.[Majid],
Local gradient-based illumination invariant face recognition using local phase quantisation and multi-resolution local binary pattern fusion,
IET-IPR(9), No. 1, 2015, pp. 12-21.
DOI Link 1502
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Human face recognition under occlusion using LBP and entropy weighted voting,
ICPR12(1699-1702).
WWW Link. 1302
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Fan, Z.Z.[Zi-Zhu], Ni, M.[Ming], Zhu, Q.[Qi], Sun, C.L.[Cheng-Li], Kang, L.[Lipan],
L0-norm sparse representation based on modified genetic algorithm for face recognition,
JVCIR(28), No. 1, 2015, pp. 15-20.
Elsevier DOI 1503
Sparse representation BibRef

Wong, Y.K.[Yong-Kang], Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad],
On robust face recognition via sparse coding: The good, the bad and the ugly,
IET-Bio(3), No. 4, 2014, pp. 176-189.
DOI Link 1504
Gaussian processes BibRef

Zhang, X.[Xin], Pham, D.S.[Duc-Son], Venkatesh, S.[Svetha], Liu, W.Q.[Wan-Quan], Phung, D.Q.[Dinh Q.],
Mixed-norm sparse representation for multi view face recognition,
PR(48), No. 9, 2015, pp. 2935-2946.
Elsevier DOI 1506
Multi-pose face recognition BibRef

Proença, H.[Hugo], Neves, J.C.[João C.], Briceño, J.,
Face recognition: handling data misalignments implicitly by fusion of sparse representations,
IET-CV(9), No. 2, 2015, pp. 216-225.
DOI Link 1506
data handling BibRef

Proença, H.[Hugo], Neves, J.C.[João C.],
Visible-wavelength iris/periocular imaging and recognition surveillance environments,
IVC(55, Part 1), No. 1, 2016, pp. 22-25.
Elsevier DOI 1612
Visual surveillance BibRef

Zhong, D.X.[De-Xing], Xie, Z.C.[Zi-Chao], Li, Y.R.[Yan-Rui], Han, J.Q.[Jiu-Qiang],
Loose L1/2 regularised sparse representation for face recognition,
IET-CV(9), No. 2, 2015, pp. 251-258.
DOI Link 1506
compressed sensing BibRef

Wang, D.[Dong], Lu, H.C.[Hu-Chuan], Yang, M.H.[Ming-Hsuan],
Kernel collaborative face recognition,
PR(48), No. 10, 2015, pp. 3025-3037.
Elsevier DOI 1507
Face recognition BibRef

Cao, X., Wei, X., Han, Y., Lin, D.,
Robust Face Clustering Via Tensor Decomposition,
Cyber(45), No. 11, November 2015, pp. 2546-2557.
IEEE DOI 1511
Approximation methods BibRef

Zhao, Z.Q.[Zhong-Qiu], Cheung, Y.M.[Yiu-Ming], Hu, H.B.[Hai-Bo], Wu, X.D.[Xin-Dong],
Expanding dictionary for robust face recognition: Pixel is not necessary while sparsity is,
IET-CV(9), No. 5, 2015, pp. 648-654.
DOI Link 1511
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DOI Link 1604
approximation theory BibRef

Zhao, Z.Q.[Zhong-Qiu], Cheung, Y.M.[Yiu-Ming], Hu, H.B.[Hai-Bo], Wu, X.D.[Xin-Dong],
Corrupted and occluded face recognition via cooperative sparse representation,
PR(56), No. 1, 2016, pp. 77-87.
Elsevier DOI 1604
Face recognition BibRef

Xu, Y.[Yong], Zhang, Z.[Zheng], Lu, G.M.[Guang-Ming], Yang, J.[Jian],
Approximately Symmetrical Face Images for Image Preprocessing in Face Recognition and Sparse Representation Based Classification,
PR(54), No. 1, 2016, pp. 68-82.
Elsevier DOI 1603
Approximately symmetrical face See also Robust sparse coding for face recognition. BibRef

Zhu, Q.[Qi], Xu, Y.[Yong], Wang, J.H.[Jing-Hua], Fan, Z.[Zizhu],
Kernel based sparse representation for face recognition,
ICPR12(1703-1706).
WWW Link. 1302
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Dong, Z.[Zhen], Pei, M.T.[Ming-Tao], Jia, Y.D.[Yun-De],
Orthonormal dictionary learning and its application to face recognition,
IVC(51), No. 1, 2016, pp. 13-21.
Elsevier DOI 1606
Orthonormal dictionary learning BibRef

Zou, C., Kou, K.I., Wang, Y.,
Quaternion Collaborative and Sparse Representation With Application to Color Face Recognition,
IP(25), No. 7, July 2016, pp. 3287-3302.
IEEE DOI 1606
face recognition BibRef

Li, H.[Hanxi], Shen, F.[Fumin], Shen, C.H.[Chun-Hua], Yang, Y.[Yang], Gao, Y.S.[Yong-Sheng],
Face recognition using linear representation ensembles,
PR(59), No. 1, 2016, pp. 72-87.
Elsevier DOI 1609
Face recognition BibRef

Brown, D.[Douglas], Li, H.[Hanxi], Gao, Y.S.[Yong-Sheng],
Locality-Regularized Linear Regression for face recognition,
ICPR12(1586-1589).
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Hu, Z.P.[Zheng-Ping], Bai, F.[Fan], Zhao, S.H.[Shu-Huan], Wang, M.[Meng], Sun, Z.[Zhe],
Extended common molecular and discriminative atom dictionary based sparse representation for face recognition,
JVCIR(40, Part A), No. 1, 2016, pp. 42-50.
Elsevier DOI 1609
Face recognition BibRef

Li, H.J.[Hong-Jun], Suen, C.Y.[Ching Y.],
Robust face recognition based on dynamic rank representation,
PR(60), No. 1, 2016, pp. 13-24.
Elsevier DOI 1609
Face recognition BibRef

Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Shirazi, S.A.[Sareh Abolahrari], Lovell, B.C.[Brian C.],
Kernel analysis on Grassmann manifolds for action recognition,
PRL(34), No. 15, 2013, pp. 1906-1915.
Elsevier DOI 1309
Action recognition BibRef

Shirazi, S.A.[Sareh Abolahrari], Harandi, M.T.[Mehrtash T.], Lovell, B.C.[Brian C.], Sanderson, C.[Conrad],
Object tracking via non-Euclidean geometry: A Grassmann approach,
WACV14(901-908)
IEEE DOI 1406
Computational modeling BibRef

Shirazi, S.A.[Sareh Abolahrari], Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Alavi, A.[Azadeh], Lovell, B.C.[Brian C.],
Clustering on Grassmann manifolds via kernel embedding with application to action analysis,
ICIP12(781-784).
IEEE DOI 1302
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Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Shirazi, S.A.[Sareh Abolahrari], Lovell, B.C.[Brian C.],
Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching,
CVPR11(2705-2712).
IEEE DOI 1106
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Harandi, M.T.[Mehrtash T.], Ahmadabadi, M.N.[Majid Nili], Araabi, B.N.[Babak N.], Bigdeli, A.[Abbas], Lovell, B.C.[Brian C.],
Directed Random Subspace Method for Face Recognition,
ICPR10(2688-2691).
IEEE DOI 1008
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Lovell, B.C.[Brian C.], Bigdeli, A.[Abbas], Mau, S.[Sandra],
Embedded face and biometric technologies for national and border security,
ECVW11(117-122).
IEEE DOI 1106
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Shirazi, S.A.[Sareh Abolahrari], Dadgostar, F.[Farhad], Lovell, B.C.[Brian C.],
An Appearance-Based Approach to Assistive Identity Inference Using LBP and Colour Histograms,
VS10(236-245).
Springer DOI 1109
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Alavi, A., Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad],
Relational divergence based classification on Riemannian manifolds,
WACV13(111-116).
IEEE DOI 1303
BibRef

Sanin, A.[Andres], Sanderson, C.[Conrad], Harandi, M.T.[Mehrtash T.], Lovell, B.C.[Brian C.],
Spatio-temporal covariance descriptors for action and gesture recognition,
WACV13(103-110).
IEEE DOI 1303
BibRef
And:
K-tangent spaces on Riemannian manifolds for improved pedestrian detection,
ICIP12(473-476).
IEEE DOI 1302
BibRef

Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Wiliem, A.[Arnold], Lovell, B.C.[Brian C.],
Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures,
WACV12(433-439).
IEEE DOI 1203
BibRef

Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Bigdeli, A.[Abbas], Lovell, B.C.[Brian C.],
Ensemble of furthest subspace pairs for enhanced image set matching,
ICIP11(821-824).
IEEE DOI 1201
BibRef

Feng, Q., Yuan, C., Pan, J.S., Yang, J.F., Chou, Y.T., Zhou, Y., Li, W.,
Superimposed Sparse Parameter Classifiers for Face Recognition,
Cyber(47), No. 2, February 2017, pp. 378-390.
IEEE DOI 1702
face recognition BibRef

Quach, K.G.[Kha Gia], Duong, C.N.[Chi Nhan], Luu, K.[Khoa], Bui, T.D.[Tien D.],
Non-convex online robust PCA: Enhance sparsity via lp-norm minimization,
CVIU(158), No. 1, 2017, pp. 126-140.
Elsevier DOI 1704
BibRef
Earlier: A1, A2, A3, A4:
Robust Deep Appearance Models,
ICPR16(390-395)
IEEE DOI 1705
BibRef
Earlier: A2, A3, A1, A4:
Longitudinal Face Modeling via Temporal Deep Restricted Boltzmann Machines,
CVPR16(5772-5780)
IEEE DOI 1612
BibRef
Earlier:
Beyond Principal Components: Deep Boltzmann Machines for face modeling,
CVPR15(4786-4794)
IEEE DOI 1510
BibRef
Earlier: A1, A2, A4, Only:
Sparse Representation and Low-Rank Approximation for Robust Face Recognition,
ICPR14(1330-1335)
IEEE DOI 1412
Active appearance model, Computational modeling, Face, Image reconstruction, Principal component analysis, Robustness, Shape. Robust principal component analysis Databases BibRef

Iliadis, M.[Michael], Wang, H., Molina, R., Katsaggelos, A.K.[Aggelos K.],
Robust and Low-Rank Representation for Fast Face Identification With Occlusions,
IP(26), No. 5, May 2017, pp. 2203-2218.
IEEE DOI 1704
Estimation BibRef

Gao, Y., Ma, J., Yuille, A.L.[Alan L.],
Semi-Supervised Sparse Representation Based Classification for Face Recognition With Insufficient Labeled Samples,
IP(26), No. 5, May 2017, pp. 2545-2560.
IEEE DOI 1704
Dictionaries BibRef

Zhu, W.J.[Wen-Jie], Yan, Y.[Yunhui], Peng, Y.[Yishu],
Pair of projections based on sparse consistence with applications to efficient face recognition,
SP:IC(55), No. 1, 2017, pp. 32-40.
Elsevier DOI 1705
Face, recognition BibRef

Cao, F.L.[Fei-Long], Feng, X.S.[Xin-Shan], Zhao, J.W.[Jian-Wei],
Sparse representation for robust face recognition by dictionary decomposition,
JVCIR(46), No. 1, 2017, pp. 260-268.
Elsevier DOI 1706
Sparse, representation BibRef

Abdolali, M., Rahmati, M.,
Multiscale Decomposition in Low-Rank Approximation,
SPLetters(24), No. 7, July 2017, pp. 1015-1019.
IEEE DOI 1706
approximation theory, face recognition, feature extraction, matrix decomposition, background subtraction, data matrix, face images, globally low-rank matrices, illumination normalization, image pyramids, low-rank approximation methods, low-rank components, low-rank patterns, matrices decomposition, nonlinear optimization, real data matrices, sparse matrices, video data, Low-rank approximation, multiscale representation, nonlinear optimization, nuclear, norm BibRef

Tan, S., Sun, X., Chan, W., Qu, L., Shao, L.,
Robust Face Recognition With Kernelized Locality-Sensitive Group Sparsity Representation,
IP(26), No. 10, October 2017, pp. 4661-4668.
IEEE DOI 1708
face recognition, image representation, embedded nonlinear information, kernelized locality-sensitive group sparsity representation, novel joint sparse representation method, robust face recognition, Dictionaries, Face recognition, Image reconstruction, Kernel, Robustness, Training, Training data, Face recognition, kernel methods. BibRef

Li, X.X.[Xiao-Xin], He, L.[Lin], Hao, P.[Pengyi], Liu, Z.Y.[Zhi-Yong], Li, J.J.[Jing-Jing],
Adaptive Weberfaces for occlusion-robust face representation and recognition,
IET-IPR(11), No. 11, November 2017, pp. 964-975.
DOI Link 1711
BibRef


Liu, W., Wen, Y., Yu, Z., Li, M., Raj, B., Song, L.,
SphereFace: Deep Hypersphere Embedding for Face Recognition,
CVPR17(6738-6746)
IEEE DOI 1711
Face, Face recognition, Feature extraction, Manifolds, Measurement, Testing, Training BibRef

Gao, R.Q.[Ri-Qiang], Yang, W.M.[Wen-Ming], Hu, X.L.[Xiao-Ling], Liao, Q.M.[Qing-Min],
Two-stage patch-based sparse multi-value descriptor for face recognition,
VCIP16(1-4)
IEEE DOI 1701
Databases. Sparse linear regression. BibRef

Feng, Q.X.[Qing-Xiang], Yuan, C.[Chun], Huang, J.[Jiawen], Li, W.F.[Wei-Feng],
Center-based weighted kernel linear regression for image classification,
ICIP15(3630-3634)
IEEE DOI 1512
Face Recognition BibRef

Mandal, B.[Bappaditya], Li, L.Y.[Li-Yuan], Chandrasekhar, V.[Vijay], Lim, J.H.[Joo Hwee],
Whole space subclass discriminant analysis for face recognition,
ICIP15(329-333)
IEEE DOI 1512
Feature extraction BibRef

Schroff, F.[Florian], Kalenichenko, D.[Dmitry], Philbin, J.[James],
FaceNet: A unified embedding for face recognition and clustering,
CVPR15(815-823)
IEEE DOI 1510
BibRef

Forczmanski, P.[Pawel], Labedz, P.[Piotr],
Improving the Recognition of Occluded Faces by Means of Two-dimensional Orthogonal Projection into Local Subspaces,
ICIAR15(229-238).
Springer DOI 1507
BibRef

Liu, F.[Fan], Bi, Y.[Ye], Cui, Y.[Yan], Tang, Z.M.[Zhen-Min],
Local Similarity Based Linear Discriminant Analysis for Face Recognition with Single Sample per Person,
FSLCV14(III: 85-95).
Springer DOI 1504
BibRef

Liu, F.[Fan], Tang, J.H.[Jin-Hui], Song, Y.[Yan], Xiang, X.G.[Xin-Guang], Tang, Z.M.[Zhen-Min],
Local structure based sparse representation for face recognition with single sample per person,
ICIP14(713-717)
IEEE DOI 1502
Bismuth BibRef

Zhang, S.[Shu], Zhang, M.[Man], He, R.[Ran], Sun, Z.A.[Zhen-An],
Transform-invariant dictionary learning for face recognition,
ICIP14(348-352)
IEEE DOI 1502
Databases BibRef

Kumar, V.[Vijay], Namboodiri, A.M.[Anoop M.], Paluri, M., Jawahar, C.V.,
Pose-Aware Person Recognition,
CVPR17(6797-6806)
IEEE DOI 1711
Face, Face recognition, Training, Videos BibRef

Kumar, V.[Vijay], Namboodiri, A.M.[Anoop M.], Jawahar, C.V.,
Face Recognition in Videos by Label Propagation,
ICPR14(303-308)
IEEE DOI 1412
BibRef
Earlier:
Sparse Representation Based Face Recognition with Limited Labeled Samples,
ACPR13(712-716)
IEEE DOI 1408
Dictionaries. compressed sensing BibRef

Shafiee, S., Kamangar, F., Ghandehari, L.S.,
Cluster-based multi-task Sparse Representation for efficient face recognition,
Southwest14(125-128)
IEEE DOI 1406
face recognition BibRef

Loderer, M.[Marek], Pavlovicová, J.[Jarmila], Oravec, M.[Milos], Mazanec, J.,
Face parts importance in face and expression recognition,
WSSIP15(188-191)
IEEE DOI 1603
emotion recognition BibRef

Loderer, M.[Marek], Pavlovicová, J.[Jarmila], Feder, M.[Matej], Oravec, M.[Milos],
Data dimension reduction in training strategy for face recognition system,
WSSIP14(263-266) 1406
Biomedical imaging BibRef

Zafeiriou, S.P.[Stefanos P.], Kotsia, I.[Irene],
On One-Shot Similarity Kernels: Explicit Feature Maps and Properties,
ICCV13(2392-2399)
IEEE DOI 1403
face recognition; face tracking; kernel learning BibRef

Zhang, Y.[Yizhe], Shao, M.[Ming], Wong, E.K.[Edward K.], Fu, Y.[Yun],
Random Faces Guided Sparse Many-to-One Encoder for Pose-Invariant Face Recognition,
ICCV13(2416-2423)
IEEE DOI 1403
Face Recognition BibRef

Barkan, O.[Oren], Weill, J.[Jonathan], Wolf, L.B.[Lior B.], Aronowitz, H.[Hagai],
Fast High Dimensional Vector Multiplication Face Recognition,
ICCV13(1960-1967)
IEEE DOI 1403
diffusion maps BibRef

Yin, M.[Ming], Cai, S.T.[Shu-Ting], Gao, J.B.[Jun-Bin],
Robust face recognition via double low-rank matrix recovery for feature extraction,
ICIP13(3770-3774)
IEEE DOI 1402
face recognition BibRef

Lai, J.[Jian], Jiang, X.D.[Xu-Dong],
Discriminative sparsity preserving embedding for face recognition,
ICIP13(3695-3699)
IEEE DOI 1402
Dimensionality reduction;face recognition;sparse representation BibRef

Huo, H.W.[Hong-Wen], Gao, L.[Lin], Feng, J.F.[Ju-Fu],
A complete discriminative subspace for robust face recognition,
ICIP13(3676-3679)
IEEE DOI 1402
discriminative analysis;face recognition;null space;rank space BibRef

Thavalengal, S.[Shejin], Sao, A.K.[Anil Kumar],
Analysis of WD Face Dictionary for Sparse Coding Based Face Recognition,
CIAP13(I:221-230).
Springer DOI 1311
BibRef

Borgi, M.A.[Mohamed Anouar], Labate, D.[Demetrio],
Shearlet Network-based Sparse Coding Augmented by Facial Texture Features for Face Recognition,
CIAP13(II:611-620).
Springer DOI 1309
BibRef

Sun, Y.L.[Yun-Lian], Tistarelli, M.[Massimo],
Robust Coarse-to-Fine Sparse Representation for Face Recognition,
CIAP13(II:171-180).
Springer DOI 1309
BibRef

Kang, C.C.[Cui-Cui], Liao, S.C.[Sheng-Cai], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
Local Sparse Discriminant Analysis for Robust Face Recognition,
AMFG13(846-853)
IEEE DOI 1309
BibRef

Wang, L.F.[Ling-Feng], Wu, H.Y.[Huai-Yu], Pan, C.H.[Chun-Hong],
Tone-aware sparse representation for face recognition,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Wang, Y.[Ying], Pan, C.H.[Chun-Hong], Wang, H.T.[Hai-Tao],
Multimodal preserving embedding for face recognition,
FG08(1-6).
IEEE DOI 0809
BibRef

Chiang, C.K.[Chen-Kuo], Su, T.F.[Te-Feng], Yen, C.[Chih], Lai, S.H.[Shang-Hong],
Multi-attribute sparse representation with group constraints for face recognition under different variations,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Magalhães, F.[Filipe], Sousa, R.[Ricardo], Araújo, F.M.[Francisco M.], Correia, M.V.[Miguel V.],
Compressive Sensing Based Face Detection without Explicit Image Reconstruction Using Support Vector Machines,
ICIAR13(758-765).
Springer DOI 1307
BibRef

Lee, D.H.[Dong-Hoon], Park, H.S.[Hyun-Sin], Chung, J.Y.[Jun-Young], Song, Y.O.[Young-Ook], Yoo, C.D.[Chang D.],
Sparsity Sharing Embedding for Face Verification,
ACCV12(II:627-638).
Springer DOI 1304
BibRef

Wei, X.J.[Xing-Jie], Li, C.T.[Chang-Tsun],
Fixation and Saccade Based Face Recognition from Single Image per Person with Various Occlusions and Expressions,
Biometrics13(70-75)
IEEE DOI 1309
biometrics BibRef

Wei, X.J.[Xing-Jie], Li, C.T.[Chang-Tsun], Hu, Y.J.[Yong-Jian],
Robust Face Recognition under Varying Illumination and Occlusion Considering Structured Sparsity,
DICTA12(1-7).
IEEE DOI 1303
BibRef

Liu, G.L.[Guang-Lu], Wang, Y.Y.H.Z.[Yan Yanand Han-Zi],
Accelerated robust sparse coding for fast face recognition,
ICPR12(3394-3397).
WWW Link. 1302
BibRef

Makaremi, I.[Iman], Ahmadi, M.[Majid],
Generalized ordinary moment based blur invariant descriptors for face recognition with degraded images,
ICPR12(3648-3651).
WWW Link. 1302
BibRef

Shao, M.[Ming], Fu, Y.[Yun],
Hierarchical hyperlingual-words for multi-modality face classification,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Ma, M.[Mingbo], Shao, M.[Ming], Zhao, X.[Xu], Fu, Y.[Yun],
Prototype based feature learning for face image set classification,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Srivastava, G., Shao, M.[Ming], Fu, Y.[Yun],
Low-rank embedding for semisupervised face classification,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Arpit, D.[Devansh], Srivastava, G.[Gaurav], Fu, Y.[Yun],
Locality-constrained Low Rank Coding for face recognition,
ICPR12(1687-1690).
WWW Link. 1302
BibRef

Shiau, Y.H.[Yi-Haur], Chen, C.C.[Chaur-Chin],
A sparse representation method with maximum probability of partial ranking for face recognition,
ICIP12(1445-1448).
IEEE DOI 1302
BibRef

Jia, K.[Kui], Chan, T.H.[Tsung-Han], Ma, Y.[Yi],
Robust and Practical Face Recognition via Structured Sparsity,
ECCV12(IV: 331-344).
Springer DOI 1210
BibRef

Chen, L.[Liang], Yan, L.[Ling], Liu, Y.H.[Yong-Huai], Gao, L.X.[Li-Xin], Zhang, X.Q.[Xiao-Qin],
Displacement Template with Divide-and-Conquer Algorithm for Significantly Improving Descriptor Based Face Recognition Approaches,
ECCV12(V: 214-227).
Springer DOI 1210
BibRef

Ma, L.[Long], Wang, C.H.[Chun-Heng], Xiao, B.H.[Bai-Hua], Zhou, W.[Wen],
Sparse representation for face recognition based on discriminative low-rank dictionary learning,
CVPR12(2586-2593).
IEEE DOI 1208
BibRef

Aggarwal, G.[Gaurav], Biswas, S.[Soma], Flynn, P.J.[Patrick J.], Bowyer, K.W.[Kevin W.],
A sparse representation approach to face matching across plastic surgery,
WACV12(113-119).
IEEE DOI 1203
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Abdel-Hakim, A.E.[Alaa E.], El-Saban, M.[Motaz],
Face authentication using graph-based low-rank representation of facial local structures for mobile vision applications,
IWMV11(40-47).
IEEE DOI 1201
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Anoop, K.R., Narasimhan, R.S., Ramakrishnan, K.R., Bhattacharya, C.[Chiranjib],
Free form face recognition using kernel sparse representation,
ICCVGIP10(109-116).
DOI Link 1111
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Zeng, Q.S.[Qing-Song], Wang, C.D.[Chang-Dong],
NPDA/CS: Improved Non-parametric Discriminant Analysis with CS decomposition and its application to face recognition,
ICIP10(4537-4540).
IEEE DOI 1009
Neighborhood Projection Discriminant Analysis BibRef

Safayani, M.[Mehran], Shalmani, M.T.M.[Mohammad Taghi Manzuri],
Heteroscedastic Multilinear Discriminant Analysis for Face Recognition,
ICPR10(4287-4290).
IEEE DOI 1008
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Buyssens, P.[Pierre], Revenu, M.[Marinette],
Learning Sparse Face Features: Application to Face Verification,
ICPR10(670-673).
IEEE DOI 1008
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Zhao, X.Y.[Xue-Yi],
Bayesian regularized nonnegative matrix factorization based face features learning,
IPTA10(447-451).
IEEE DOI 1007
BibRef

Li, H.X.[Han-Xi], Wang, P.[Peng], Shen, C.H.[Chun-Hua],
Robust Face Recognition via Accurate Face Alignment and Sparse Representation,
DICTA10(262-269).
IEEE DOI 1012
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Shi, Q.F.[Qin-Feng], Li, H.X.[Han-Xi], Shen, C.H.[Chun-Hua],
Rapid face recognition using hashing,
CVPR10(2753-2760).
IEEE DOI 1006
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Štruc, V.[Vitomir], Dobrisek, S.[Simon], Pavesic, N.[Nikola],
Confidence Weighted Subspace Projection Techniques for Robust Face Recognition in the Presence of Partial Occlusions,
ICPR10(1334-1338).
IEEE DOI 1008
BibRef

Štruc, V.[Vitomir], Pavešic, N.[Nikola],
Face Recognition from Color Images Using Sparse Projection Analysis,
ICIAR10(I: 445-453).
Springer DOI 1006
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Niu, B.[Ben], Shiu, S.C.K.[Simon Chi-Keung], Pal, S.[Sankar],
Mutual Neighborhood Based Discriminant Projection for Face Recognition,
PReMI09(440-445).
Springer DOI 0912
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Tu, J.L.[Ji-Lin], Laflen, B.[Brandon], Liu, X.M.[Xiao-Ming], Bello, M.[Musodiq], Rittscher, J.[Jens], Tu, P.[Peter],
LPSM: Fitting shape model by linear programming,
FG11(252-258).
IEEE DOI 1103
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Tu, J.L.[Ji-Lin], Liu, X.M.[Xiao-Ming], Tu, P.[Peter],
On optimizing subspaces for face recognition,
ICCV09(1149-1156).
IEEE DOI 0909
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Xi, Y.X.T.[Yong-Xin Taylor], Ramadge, P.J.[Peter J.],
Using sparse regression to learn effective projections for face recognition,
ICIP09(3333-3336).
IEEE DOI 0911
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Lakshmi, C., Ponnavaikko, M., Sundararajan, M.,
Improved Kernel Common Vector Method for Face Recognition Varying in Background Conditions,
CompIMAGE10(175-186).
Springer DOI 1006
BibRef
Earlier:
Improved Kernel Common Vector Method for Face Recognition,
ICMV09(13-17).
IEEE DOI 0912
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Kumar, R.[Ritwik], Banerjee, A.[Arunava], Vemuri, B.C.[Baba C.],
Volterrafaces: Discriminant analysis using Volterra kernels,
CVPR09(150-155).
IEEE DOI 0906
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Cadoni, M.[Marinella], Bicego, M.[Manuele], Grosso, E.[Enrico],
3D Face Recognition Using Joint Differential Invariants,
ICB09(279-288).
Springer DOI 0906
BibRef

Zhao, J.L.[Jia-Li], Huang, Y.P.[Ya-Ping], Luo, S.W.[Si-Wei], Tian, M.[Mei], Zou, Q.[Qi],
Face recognition with Neighboring Discriminant Analysis,
FG08(1-6).
IEEE DOI 0809
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Nassih, B.[Bouchra], Hmina, N.[Nabil], Amine, A.[Aouatif],
Face Classification under Different Kernel Function Compared to KNN Classifier,
CGiV16(232-236)
IEEE DOI 1608
discrete cosine transforms BibRef

Amine, A.[Aouatif], Rziza, M.[Mohammed], Aboutajdine, D.[Driss],
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection,
ICISP08(321-328).
Springer DOI 0807
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Tron, R.[Roberto], Vidal, R.[Rene], Terzis, A.[Andreas],
Distributed pose averaging in camera networks via consensus on SE(3),
ICDSC08(1-10).
IEEE DOI 0809
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And: A1, A2, Only:
Distributed Face Recognition via Consensus on SE(3),
OMNIVIS08(xx-yy). 0810
Multiple sensors, eigenface recognition. BibRef

Kawulok, M.[Michal],
Optimization of Face Relevance Maps with Total Classification Error Minimization,
ICIAR08(935-944).
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Minimize total classification error (TCE) by varying parameters. apply to eigenface. BibRef

Buenaposada, J.M.[José Miguel], Bekios, J.[Juan], Baumela, L.[Luis],
Apperance-Based Tracking and Face Identification in Video Sequences,
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Hua, G.[Gang], Viola, P.A.[Paul A.], Drucker, S.M.[Steven M.],
Face Recognition using Discriminatively Trained Orthogonal Rank One Tensor Projections,
CVPR07(1-8).
IEEE DOI 0706
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Xue, Y.[Yun], Tong, C.S.[Chong Sze], Chen, W.S.[Wen-Sheng], Zhang, W.P.[Wei-Peng],
A Modified Non-negative Matrix Factorization Algorithm for Face Recognition,
ICPR06(III: 495-498).
IEEE DOI 0609
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Wang, L.[Lei],
Toward A Discriminative Codebook: Codeword Selection across Multi-resolution,
BP07(1-8).
IEEE DOI 0706
For patches. Codebook: set of appearance models? BibRef

Zhao, J.L.[Jia-Li], Wang, H.T.[Hai-Tao], Ren, H.B.[Hai-Bing], Kee, S.C.[Seok-Cheol],
LBP Discriminant Analysis for Face Verification,
FRGC05(III: 167-167).
IEEE DOI 0507
BibRef

Xu, C.H.[Cheng-Hua], Tan, T.N.[Tie-Niu], Li, S.[Stan], Wang, Y.H.[Yun-Hong], Zhong, C.[Cheng],
Learning Effective Intrinsic Features to Boost 3D-Based Face Recognition,
ECCV06(II: 416-427).
Springer DOI 0608
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Zhong, C.[Cheng], Tan, T.N.[Tie-Niu], Xu, C.H.[Cheng-Hua], Li, J.W.[Jiang-Wei],
Automatic 3D Face Recognition Using Discriminant Common Vectors,
ICB06(85-91).
Springer DOI 0601
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Cheung, K.H.[King-Hong], Kong, A.[Adams], Zhang, D.[David], Kamel, M.[Mohamed], You, J.[Jane],
Revealing the Secret of FaceHashing,
ICB06(106-112).
Springer DOI 0601
BibRef

Nishiyama, M.[Masashi], Yamaguchi, O.[Osamu],
Face Recognition Using the Classified Appearance-based Quotient Image,
FGR06(49-54).
IEEE DOI 0604
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Nishiyama, M.[Masashi], Yamaguchi, O.[Osamu], Fukui, K.[Kazuhiro],
Face Recognition with the Multiple Constrained Mutual Subspace Method,
AVBPA05(71).
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Chawla, N.V.[Nitesh V.], Bowyer, K.W.[Kevin W.],
Random Subspaces and Subsampling for 2-D Face Recognition,
CVPR05(II: 582-589).
IEEE DOI 0507
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de la Torre, F.[Fernando], Gross, R.[Ralph], Baker, S.[Simon], Vijaya Kumar, B.V.K.[B. V. K.],
Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class,
CVPR05(II: 266-273).
IEEE DOI
HTML Version. 0507
BibRef

Wang, X.G.[Xiao-Gang], Tang, X.[Xiaoou],
Subspace Analysis Using Random Mixture Models,
CVPR05(I: 574-580).
IEEE DOI 0507
Add random mixture model for LDA. BibRef

Cruz-Llanas, S., Fierrez-Aguilar, J., Ortega-Garcia, J., Gonzalez-Rodriguez, J.,
A comparative evaluation of global representation-based schemes for face verification,
ICIP03(III: 905-908).
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Montes Diez, R.[Raquel], Conde, C.[Cristina], Cabello, E.[Enrique],
Automatic Detection of the Optimal Acceptance Threshold in a Face Verification System,
BioAW04(70-79).
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BibRef

Wallraven, C.[Christian], Schwaninger, A.[Adrian], Schuhmacher, S.[Sandra], Bülthoff, H.H.[Heinrich H.],
View-Based Recognition of Faces in Man and Machine: Re-visiting Inter-extra-Ortho,
BMCV02(651 ff.).
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BibRef

Haddadnia, J., Ahmadi, M., Raahemifar, K.,
An effective feature extraction method for face recognition,
ICIP03(III: 917-920).
IEEE DOI 0312
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Haddadnia, J., Ahmadi, M., Faez, K.,
An efficient method for recognition of human faces using higher orders pseudo Zernike moment invariant,
AFGR02(315-320).
IEEE DOI 0206
BibRef

Li, S.,
Nonlinear Mapping of Multi-View Face Patterns Into a Zero Mean Gaussian Distribution in a Low Dimensional Space,
RATFG01(xx-yy). 0106
BibRef

de la Torre, F.,
Automatic Learning of Appearance Face Models,
RATFG01(xx-yy). 0106
BibRef

Sato, J.[Jun], Cipolla, R.[Roberto],
Identifying human face profiles with semi-local integral invariants,
CIAP97(I: 414-421).
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O'Toole, A.J.[Alice J.], Edelman, S.,
Face distinctiveness in recognition across viewpoint: an analysis of the statistical structure of face spaces,
AFGR96(10-15).
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Hallinan, P.W.,
A low-dimensional representation of human faces for arbitrary lighting conditions,
CVPR94(995-999).
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BibRef

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Three-Dimensional Matching Using Hashing/Indexing .


Last update:Nov 18, 2017 at 20:56:18