13.4.1.9.3 Other Invariants in Face Recognition, General Invariants

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 Abstract.
IEEE DOI Link 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.
WWW Version. 0308
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 Link 0911
See also Granularity-tunable gradients partition (GGP) descriptors for human detection. 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 Link 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 Link 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 Link 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).
IEEE Abstract. 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 Link
WWW Version. 0907
Resampling; Genetic algorithm; Manifold; Face detection 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 Version. 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 Version. 0512
BibRef
Earlier: A1, A2, A3, Only:
Eigenspace merging for model updating,
ICPR02(II: 156-159).
IEEE DOI Link 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 Version. 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 Link
WWW Version. 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 Version. 0711
Face recognition; Machine learning; Classification 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 Link 0602
BibRef
Earlier:
Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics,
BioAW04(10-23).
WWW Version. 0505
BibRef
Earlier:
Face recognition under variable lighting using harmonic image exemplars,
CVPR03(I: 19-25).
IEEE Abstract. 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 Link 0509
BibRef

Zhang, L.[Lei], Wang, S.[Sen], Samaras, D.[Dimitris],
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 Link 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 Version. 0606
Locally discriminating projection (LDP) utilizes class information to guide the procedure of feature extraction. Feature extraction; Supervised learning; Locality preserving projection BibRef

Chen, T.[Terrence], Yin, W.T.[Wo-Tao], Zhou, X.S.[Xiang Sean], Comaniciu, D.[Dorin], Huang, T.S.[Thomas S.],
Total Variation Models for Variable Lighting Face Recognition,
PAMI(28), No. 9, September 2006, pp. 1519-1524.
IEEE DOI Link 0608
BibRef
Earlier:
Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models,
CVPR05(II: 532-539).
IEEE DOI Link 0507
BibRef

Li, Q.[Qing], Yin, W.T.[Wo-Tao], Deng, Z.G.[Zhi-Gang],
Image-based face illumination transferring using logarithmic total variation models,
VC(26), No. 1, January 2010, pp. xx-yy.
Springer DOI Link 0912
BibRef

Wen, Z.[Zhen], Huang, T.S., Liu, Z.C.[Zi-Cheng],
Model-based face image coding using spherical harmonics,
ICIP02(I: 185-188).
IEEE Abstract. 0210
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 Link 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 Link 1107
NNMF. 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 Link 0710
BibRef
And:
Semi-supervised Discriminant Analysis,
ICCV07(1-7).
IEEE DOI Link 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 Link 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 Link 0706
BibRef

Sun, X.[Xichen], 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 Version. 0611
Subspace distance; 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 Version. 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 Version. 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],
Pixel selection in a face image based on discriminant features for face recognition,
FG08(1-6).
IEEE DOI Link 0809
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 Version. 0703
Face verification; Transform methods; Biometrics 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 Link 0606
BibRef
And:
Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds,
FGR06(177-182).
IEEE DOI Link 0604
BibRef

Liu, J.[Jun], Chen, S.C.[Song-Can], Tan, X.Y.[Xiao-Yang],
Fractional order singular value decomposition representation for face recognition,
PR(41), No. 1, January 2008, pp. 378-395.
WWW Version. 0710
Singular value decomposition (SVD); Fractional order singular value decomposition representation (FSVDR); Face representation (FR); Intermediate representation (IR); Face recognition BibRef

Liu, J.[Jun], Chen, S.C.[Song-Can], Zhou, Z.H.[Zhi-Hua], Tan, X.Y.[Xiao-Yang],
Single Image Subspace for Face Recognition,
AMFG07(205-219).
Springer DOI Link 0710
BibRef

Zhang, D.Q.A.[Dao-Qi-Ang], Chen, S.C.[Song-Can], Zhou, Z.H.[Zhi-Hua],
Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns,
SSPR06(889-897).
Springer DOI Link 0608
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 Link
WWW Version. 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 Link 0711
BibRef
Earlier: CVPR06(I: 175-181).
IEEE DOI Link 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 Link 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 Link 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 Link 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 Link 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 Link 0606
BibRef
Earlier:
Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods,
ICIP05(III: 764-767).
IEEE DOI Link 0512
BibRef
And:
Feedback-based Dynamic Generalized LDA for Face Recognition,
ICIP05(II: 922-925).
IEEE DOI Link 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 Link 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 Link 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 Link 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 Link 0507
BibRef

Lin, D.[Dahua], Tang, X.[Xiaoou],
Inter-modality Face Recognition,
ECCV06(IV: 13-26).
Springer DOI Link 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 Version. 0711
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 Link 0803
BibRef
Earlier: A2, A3, A1:
Epitomic analysis of appearance and shape,
ICCV03(34-41).
IEEE DOI Link 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 Link 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.
WWW Version. 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 Link 0803
BibRef

Bryt, O.[Ori], Elad, M.[Michael],
Compression of facial images using the K-SVD algorithm,
JVCIR(19), No. 4, May 2008, pp. 270-282.
WWW Version. 0711
Image compression; Sparse representations; Redundancy; K-SVD; OMP; Facial images; PCA; JPEG; JPEG2000; VQ 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.
WWW Version. 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 Link 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 Link 1201
BibRef

Zhang, Z.D.[Zheng-Dong], Liang, X.[Xiao], Ganesh, A.[Arvind], Ma, Y.[Yi],
TILT: Transform Invariant Low-Rank Textures,
ACCV10(III: 314-328).
Springer DOI Link 1011
BibRef

Peng, Y.G.[Yi-Gang], Ganesh, A.[Arvind], Wright, J.[John], Xu, W.L.[Wen-Li], Ma, Y.[Yi],
RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images,
CVPR10(763-770).
IEEE DOI Link Video of talk:
WWW Version. 1006
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 Link 0809
BibRef

Wright, J.[John], Hua, G.[Gang],
Implicit elastic matching with random projections for pose-variant face recognition,
CVPR09(1502-1509).
IEEE DOI Link 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 Link 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 Link 0906
BibRef
Earlier: A2, A3, A4, A1, A6, Only:
Demo: Robust face recognition via sparse representation,
FG08(1-2).
IEEE DOI Link 0809
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 Link
WWW Version. 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 Link 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 Link
WWW Version. 0907
BibRef
Earlier:
Efficient tensor based face recognition,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef
And:
Recognising faces in unseen modes: A tensor based approach,
CVPR08(1-8).
IEEE DOI Link 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 Link 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 Link 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 Link
WWW Version. 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 Link
WWW Version. 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 Link 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 Link
WWW Version. 1003
BibRef
Earlier:
Statistical appearance models for automatic pose invariant face recognition,
FG08(1-6).
IEEE DOI Link 0809
Face recognition; Recognition across pose; Bayesian face modeling; Face-GLOH-Signature BibRef

Deng, W.H.[Wei-Hong], Hu, J.[Jiani], Guo, J.[Jun], Cai, W.D.[Wei-Dong], Feng, D.[Dagan],
Emulating biological strategies for uncontrolled face recognition,
PR(43), No. 6, June 2010, pp. 2210-2223.
Elsevier DOI Link
WWW Version. 1003
Face recognition; Biologically inspired computer vision; Linear discriminant analysis; Dimensionality reduction; Information fusion 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 Link
WWW Version. 1004
BibRef
Earlier: A1, A3, A2, A4:
Combination of kernels applied to face verification,
ICIP09(1241-1244).
IEEE DOI Link 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 Link 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 Link
WWW Version. 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 Link
WWW Version. 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.
WWW Version. 1103
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.
WWW Version. 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 Link
WWW Version. 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 Link
WWW Version. 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 Link 1101
BibRef

Lei, Z.[Zhen], Liao, S.C.[Sheng-Cai], Li, S.Z.[Stan Z.],
Stepwise Correlation metric based Discriminant Analysis and multi-probe images fusion for face recognition,
Subspace09(147-153).
IEEE DOI Link 0910
See also Gabor volume based local binary 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 Link 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 Link 0906
See also HFB Face Database for Heterogeneous Face Biometrics research, The. 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 Link
WWW Version. 1102
Feature extraction; Subspace learning; Manifold learning; Face recognition BibRef

Yang, W.K.[Wan-Kou], Sun, C.[Changyin], Zhang, L.[Lei],
A multi-manifold discriminant analysis method for image feature extraction,
PR(44), No. 8, August 2011, pp. 1649-1657.
Elsevier DOI Link
WWW Version. 1104
BibRef
Earlier:
Face Recognition Using a Multi-Manifold Discriminant Analysis Method,
ICPR10(527-530).
IEEE DOI Link 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 Link 1105
Pose, illumination, expression. New feature embedding. 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 Link
WWW Version. 1109
Face recognition; Dimensionality reduction; Kernel trick; Graph Embedding; Fisher's criterion; Nonlinear structure; Geometrical structure; Discriminant projection BibRef

Huang, D., Shan, C., Ardabilian, M., Wang, Y., Chen, L.,
Local Binary Patterns and Its Application to Facial Image Analysis: A Survey,
SMC-C(41), No. 6, November 2011, pp. 765-781.
IEEE DOI Link 1110
Survey, LBP. Methodology and application to facial image analysis. 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 Link 1204
BibRef

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 Link
WWW Version. 1204
Sparse neighborhood preserving embedding; Sparse subspace learning; Discriminant learning; Maximum margin criterion; Discriminant sparse neighborhood preserving embedding; Face recognition BibRef


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See also Non-generative Approach for Face Recognition Across Aging, A. See also Predicting performance of face recognition systems: An image characterization approach. BibRef

Abdel-Hakim, A.E.[Alaa E.], El-Saban, M.[Motaz],
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Anoop, K.R., Narasimhan, R.S., Ramakrishnan, K.R., Bhattacharya, C.[Chiranjib],
Free form face recognition using kernel sparse representation,
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Venkat, I.[Ibrahim], Khader, A.T.[Ahamad Tajudin], Subramanian, K.G., de Wilde, P.[Philippe],
Psychophysically Inspired Bayesian Occlusion Model to Recognize Occluded Faces,
CAIP11(I: 420-426).
Springer DOI Link 1109
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Lee, K.D.[Keun-Dong], Kalia, R.[Robin], Sung, K.J.[Kwan-Je], Oh, W.G.[Weon-Geun],
Face recognition using LBP for personal image management system and its analysis,
FCV11(1-6).
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Local binary pattern. BibRef

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,
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Neighborhood Projection Discriminant Analysis BibRef

Safayani, M.[Mehran], Shalmani, M.T.M.[Mohammad Taghi Manzuri],
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Lovell, B.C.[Brian C.], Bigdeli, A.[Abbas], Mau, S.[Sandra],
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BibRef

Shirazi, S.A.[Sareh Abolahrari], Dadgostar, F.[Farhad], Lovell, B.C.[Brian C.],
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Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Wiliem, A.[Arnold], Lovell, B.C.[Brian C.],
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Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Bigdeli, A.[Abbas], Lovell, B.C.[Brian C.],
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ICIP11(821-824).
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BibRef

Harandi, M.T.[Mehrtash T.], Sanderson, C.[Conrad], Shirazi, S.A.[Sareh Abolahrari], Lovell, B.C.[Brian C.],
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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.],
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Buyssens, P.[Pierre], Revenu, M.[Marinette],
Learning Sparse Face Features: Application to Face Verification,
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Zhao, X.Y.[Xue-Yi],
Bayesian regularized nonnegative matrix factorization based face features learning,
IPTA10(447-451).
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Gao, S.H.[Sheng-Hua], Tsang, I.W.H.[Ivor Wai-Hung], Chia, L.T.[Liang-Tien],
Kernel Sparse Representation for Image Classification and Face Recognition,
ECCV10(IV: 1-14).
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Li, H.X.[Han-Xi], Wang, P.[Peng], Shen, C.H.[Chun-Hua],
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DICTA10(262-269).
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Shi, Q.F.[Qin-Feng], Li, H.X.[Han-Xi], Shen, C.H.[Chun-Hua],
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CVPR10(2753-2760).
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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,
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Štruc, V.[Vitomir], Pavešic, N.[Nikola],
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Niu, B.[Ben], Shiu, S.C.K.[Simon Chi-Keung], Pal, S.[Sankar],
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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],
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Tu, J.L.[Ji-Lin], Liu, X.M.[Xiao-Ming], Tu, P.[Peter],
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Xi, Y.X.T.[Yong-Xin Taylor], Ramadge, P.J.[Peter J.],
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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).
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BibRef
Earlier:
Improved Kernel Common Vector Method for Face Recognition,
ICMV09(13-17).
IEEE DOI Link 0912
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Kumar, R.[Ritwik], Banerjee, A.[Arunava], Vemuri, B.C.[Baba C.],
Volterrafaces: Discriminant analysis using Volterra kernels,
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Cadoni, M.[Marinella], Bicego, M.[Manuele], Grosso, E.[Enrico],
3D Face Recognition Using Joint Differential Invariants,
ICB09(279-288).
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Song, H.Z.[Hai-Zhou], Qian, Y.[Ying],
Research of face recognition based on SVD,
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Zhao, J.L.[Jia-Li], Huang, Y.P.[Ya-Ping], Luo, S.W.[Si-Wei], Tian, M.[Mei], Zou, Q.[Qi],
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FG08(1-6).
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Amine, A.[Aouatif], Rziza, M.[Mohammed], Aboutajdine, D.[Driss],
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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).
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And: A1, A2, Only:
Distributed Face Recognition via Consensus on SE(3),
OMNIVIS08(xx-yy). 0810
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Kawulok, M.[Michal],
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Buenaposada, J.M.[José Miguel], Bekios, J.[Juan], Baumela, L.[Luis],
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Hua, G.[Gang], Viola, P.A.[Paul A.], Drucker, S.M.[Steven M.],
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Xue, Y.[Yun], Tong, C.S.[Chong Sze], Chen, W.S.[Wen-Sheng], Zhang, W.P.[Wei-Peng],
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ICPR06(III: 495-498).
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Wang, L.[Lei],
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BP07(1-8).
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For patches. Codebook: set of appearance models? BibRef

Samsung, S.,
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FRGC05(III: 166-166).
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Wang, Y.[Ying], Pan, C.H.[Chun-Hong], Wang, H.T.[Hai-Tao],
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Zhao, J.L.[Jia-Li], Wang, H.T.[Hai-Tao], Ren, H.B.[Hai-Bing], Kee, S.C.[Seok-Cheol],
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FRGC05(III: 167-167).
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Xu, C.H.[Cheng-Hua], Tan, T.N.[Tie-Niu], Li, S.[Stan], Wang, Y.H.[Yun-Hong], Zhong, C.[Cheng],
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ECCV06(II: 416-427).
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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,
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Cheung, K.H.[King-Hong], Kong, A.[Adams], Zhang, D.[David], Kamel, M.[Mohamed], You, J.[Jane],
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ICB06(106-112).
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Abate, A.F.[Andrea Francesco], Nappi, M.[Michele], Ricciardi, S.[Stefano], Sabatino, G.[Gabriele],
Fast 3D Face Alignment and Improved Recognition Through Pyramidal Normal map Metric,
ICIP07(I: 157-160).
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And:
GPU Accelerated 3D Face Registration/Recognition,
ICB07(938-947).
Springer DOI Link 0708
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Earlier:
Ultra Fast GPU Assisted Face Recognition Based on 3D Geometry and Texture Data,
ICIAR06(II: 353-364).
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And:
Multi-Modal Face Recognition by Means of Augmented Normal Map and PCA,
ICIP06(649-652).
IEEE DOI Link 0610
BibRef
Earlier:
Fast 3D Face Recognition Based On Normal Map,
ICIP05(II: 946-949).
IEEE DOI Link 0512
See also Ear Recognition by means of a Rotation Invariant Descriptor. See also Face authentication using speed fractal technique. BibRef

Abate, A.F.[Andrea F.], De Marsico, M.[Maria], Nappi, M.[Michele], Riccio, D.[Daniel],
A Self-updating Multiexpert System for Face Identification,
CIAP09(346-354).
Springer DOI Link 0909
BibRef

Abate, A.F.[Andrea F.], Nappi, M.[Michele], Riccio, D.[Daniel], Sabatino, G.[Gabriele],
3D Face Recognition using Normal Sphere and General Fourier Descriptor,
ICPR06(III: 1183-1186).
IEEE DOI Link 0609
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Abate, A.F.[Andrea F.], Nappi, M.[Michele], Riccio, D.[Daniel], Tucci, M.[Maurizio],
Occluded Face Recognition by Means of the IFS,
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BibRef

Abate, A.F.[Andrea F.], Nappi, M.[Michele], Riccio, D.[Daniel], Tortora, G.,
An IFS Based Approach for Face Recognition,
ICIP05(II: 938-941).
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Nishiyama, M.[Masashi], Yamaguchi, O.[Osamu],
Face Recognition Using the Classified Appearance-based Quotient Image,
FGR06(49-54).
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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 Link
HTML Version. 0507
BibRef

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

Cruz-Llanas, S., Fierrez-Aguilar, J., Ortega-Garcia, J., Gonzalez-Rodriguez, J.,
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HTML Version. 0303
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Haddadnia, J., Ahmadi, M., Raahemifar, K.,
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ICIP03(III: 917-920).
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Haddadnia, J., Ahmadi, M., Faez, K.,
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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
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Sato, J.[Jun], Cipolla, R.[Roberto],
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O'Toole, A.J.[Alice J.], Edelman, S.,
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AFGR96(10-15).
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Hallinan, P.W.,
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CVPR94(995-999).
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Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Three-Dimensional Matching Using Hashing/Indexing .


Last update:Apr 25, 2012 at 13:43:56