13.4.1.8 Faces using Invariants -- Eigenfaces

Chapter Contents (Back)
Eigenfaces. Face Recognition.

Turk, M., and Pentland, A.P.,
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Earlier:
Face Recognition Using Eigenfaces,
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IEEE Abstract. IEEE Top Reference. Application, Faces. Face Recognition. Recognition of faces from eigen value like decomposition of the description. BibRef

Turk, M.[Matthew], Pentland, A.P.[Alex P.],
Face recognition system,
US_Patent5,164,992, Nov 17, 1992
WWW Version. BibRef 9211

Turk, M.[Matthew],
Why Eigenfaces (don't) Work,
RATFG01(xx-yy). 0106
BibRef

Bichsel, M., and Pentland, A.P.,
Human Face Recognition and Face Image Set's Topology,
CVGIP(59), No. 2, March 1994, pp. 254-261.
WWW Version. BibRef 9403

Bichsel, M.,
Strategies of Robust Object Recognition for Automatic Identification of Human Faces,
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Nastar, C., Moghaddam, B., Pentland, A.P.,
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CVIU(65), No. 2, February 1997, pp. 179-191. 9704
Face Recognition. BibRef
Earlier:
Generalized Image Matching: Statistical Learning of Physically-Based Deformations,
ECCV96(I:589-598).
Springer DOI Link BibRef

Moghaddam, B.[Baback], Pentland, A.P.[Alex P.],
Probabilistic Visual Learning For Object Representation,
PAMI(19), No. 7, July 1997, pp. 696-710.
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WWW Version. 9708
Face Recognition. BibRef
Earlier: EVL96(99-130). BibRef
Earlier:
Probabilistic Visual Learning for Object Detection,
ICCV95(786-793).
IEEE DOI Link
WWW Version. Density esitmation in high dimensional spaces using an eigenspace approach. Face representations, eigen faces. Also for reproducing aligned faces. BibRef

Moghaddam, B.[Baback], Jebara, T.[Tony], Pentland, A.P.[Alex P.],
Bayesian face recognition,
PR(33), No. 11, November 2000, pp. 1771-1782.
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Earlier:
Efficient MAP/ML Similarity Matching for Visual Recognition,
ICPR98(Vol I: 876-881).
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Face Recognition. BibRef

Moghaddam, B.[Baback], Nastar, C.[Chahab], Pentland, A.P.,
A Bayesian similarity measure for deformable image matching,
IVC(19), No. 5, 1 April 2001, pp. 235-244.
WWW Version. 0102
BibRef
Earlier:
Bayesian face recognition with deformable image models,
CIAP01(26-35).
IEEE Top Reference. 0210
BibRef
Earlier:
A Bayesian Similarity Measure for Direct Image Matching,
ICPR96(II: 350-358).
IEEE DOI Link 9608
(MIT, USA) BibRef

Moghaddam, B.[Baback], Pentland, A.P.[Alex P.], Nastar, C.[Chahab],
Bayesian Face Recognition Using Deformable Intensity Surfaces,
CVPR96(638-645).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9600

Nastar, C., Pentland, A.P.,
Matching and Recognition Using Deformable Intensity Surfaces,
SCV95(223-228).
IEEE Top Reference. M.I.T. Face recognition, warp the test onto the model and measure the strain. BibRef 9500

Pentland, A.P., Moghaddam, B., Starner, T.E.,
View-Based and Modular Eigenspaces for Face Recognition,
CVPR94(84-91).
IEEE Abstract. IEEE Top Reference. BibRef 9400
Earlier: Vismod-245, 1993.
HTML Version. and
Postscript Version. Rather than a single one for the entire image start to deal with occlusion. BibRef

Moghaddam, B., Pentland, A.P.,
Face Recognition Using View-Based and Modular Eigenspaces,
Vismod-301, 1994.
HTML Version. and
Postscript Version. BibRef 9400

Moghaddam, B.[Baback], Pentland, A.P.[Alex P.],
An Automatic System for Model-Based Coding of Faces,
Vismod317, 1995.
HTML Version. and
Postscript Version. BibRef 9500

Pentland, A.P.[Alex P.],
Extraction of deformable part models,
ECCV90(397-401).
Springer DOI Link 9004
BibRef

Moghaddam, B.[Baback],
Principal Manifolds and Probabilistic Subspaces for Visual Recognition,
PAMI(24), No. 6, June 2002, pp. 780-788.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0206
BibRef
Earlier:
Principal Manifolds and Bayesian Subspaces for Visual Recognition,
ICCV99(1131-1136).
IEEE DOI Link Examine PCA, ICA and KPCA with FERET database. Bayesian subspace method is best. BibRef

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 Top Reference.
WWW Version. 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

Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.,
Eigenfaces vs. Fisherfaces: Recognition Using Class-Specific Linear Projection,
PAMI(19), No. 7, July 1997, pp. 711-720.
IEEE Abstract. IEEE Top Reference.
WWW Version.
PDF Version. 9708
BibRef
Earlier: ECCV96(I:43-58).
Springer DOI Link
Postscript Version. Rather than using eigen space, use the Fisher discriminant, claims to give better results. Insensitive to large changes in illumination. BibRef

Tuceryan, M.[Mihran], Flinchbaugh, B.E.[Bruce E.],
Model based faced coding and decoding using feature detection and eigenface coding,
US_Patent6,044,168, Mar 28, 2000
WWW Version. BibRef 0003

Yilmaz, A.[Alper], Gökmen, M.[Muhittin],
Eigenhill vs. Eigenface and Eigenedge,
PR(34), No. 1, January 2001, pp. 181-184.
WWW Version. 0010
BibRef
Earlier: ICPR00(Vol II: 827-830).
IEEE DOI Link
HTML Version. 0009
BibRef

Kim, H.C.[Hyun-Chul], Kim, D.J.[Dai-Jin], Bang, S.Y.[Sung Yang],
Face recognition using the mixture-of-eigenfaces method,
PRL(23), No. 13, November 2002, pp. 1549-1558.
HTML Version. 0206
See also numeral character recognition using the PCA mixture model, A. See also background robust active appearance model using active contour technique, A. BibRef

Kim, H.C.[Hyun-Chul], Kim, D.J.[Dai-Jin], Bang, S.Y.[Sung Yang],
Face recognition using LDA mixture model,
PRL(24No. 15, November 2003, pp. 2815-2821.
WWW Version. 0308
BibRef
Earlier: ICPR02(II: 486-489).
IEEE DOI Link 0211
See also efficient model order selection for PCA mixture model, An. BibRef

Kim, M.S.[Min-Sub], Kim, D.J.[Dai-Jin], Lee, S.Y.[Sang-Youn],
Face recognition using the embedded HMM with second-order block-specific observations,
PR(36), No. 11, November 2003, pp. 2723-2735.
WWW Version. 0309
BibRef

Kim, H.C.[Hyun-Chul], Kim, D.J.[Dai-Jin], Bang, S.Y.[Sung Yang], Lee, S.Y.[Sang-Youn],
Face recognition using the second-order mixture-of-eigenfaces method,
PR(37), No. 2, February 2004, pp. 337-349.
WWW Version. 0311
BibRef

Tian, Y.[Yuan], Tan, T.N.[Tie-Niu], Wang, Y.H.[Yun-Hong], Fang, Y.C.[Yu-Chun],
Do singular values contain adequate information for face recognition?,
PR(36), No. 3, March 2003, pp. 649-655.
WWW Version. 0301
BibRef

Liu, L.[Liang], Wang, Y.H.[Yun-Hong], Wang, Q.[Qian], Tan, T.N.[Tie-Niu],
Fast Principal Component Analysis using Eigenspace Merging,
ICIP07(VI: 457-460).
IEEE DOI Link 0709
BibRef

Tsalakanidou, F., Tzovaras, D., Strintzis, M.G.,
Use of depth and colour eigenfaces for face recognition,
PRL(24), No. 9-10, June 2003, pp. 1427-1435.
WWW Version. 0304
See also Use of Nonlinear Principal Component Analysis and Vector Quantization for Image Coding. BibRef

Gunturk, B.K., Batur, A.U., Altunbasak, Y., Hayes, III, M.H., Mersereau, R.M.,
Eigenface-domain super-resolution for face recognition,
IP(12), No. 5, May 2003, pp. 597-606.
IEEE DOI Link 0307
BibRef
Earlier:
Eigenface-based super-resolution for face recognition,
ICIP02(II: 845-848).
IEEE Abstract. IEEE Top Reference. 0210
BibRef

Batur, A.U.[Aziz Umit], and Hayes, III, M.H.[Monson H.],
Segmented Linear Subspaces for Illumination-Robust Face Recognition,
IJCV(57), No. 1, April 2004, pp. 49-66.
WWW Version. 0402
BibRef
Earlier:
Linear Subspaces for Illumination Robust Face Recognition,
CVPR01(II:296-301).
IEEE Abstract. IEEE Top Reference. 0110
BibRef

Liu, X.M.[Xiao-Ming], Chen, T.H.[Tsu-Han], Thornton, S.M.[Susan M.],
Eigenspace updating for non-stationary process and its application to face recognition,
PR(36), No. 9, September 2003, pp. 1945-1959.
WWW Version. 0307
BibRef

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

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
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. IEEE Top Reference. 0411
BibRef

Yang, J.[Jian], Yang, J.Y.[Jing-Yu], Frangi, A.F.[Alejandro F.],
Combined Fisherfaces framework,
IVC(21), No. 12, November 2003, pp. 1037-1044.
WWW Version. 0310
BibRef

Wang, J.G.[Jian-Guo], Lin, Y.S.[Yu-Sheng], Yang, W.K.[Wan-Kou], Yang, J.Y.[Jing-Yu],
Kernel maximum scatter difference based feature extraction and its application to face recognition,
PRL(29), No. 13, 1 October 2008, pp. 1832-1835.
WWW Version. 0804
Kernel maximum scatter difference criterion; Feature extraction; Face recognition; Fisher discriminant analysis; Kernel principal component analysis BibRef

Yang, W.K.[Wan-Kou], Yan, H.[Hui], Wang, J.G.[Jian-Guo], Yang, J.Y.[Jing-Yu],
Face recognition using Complete Fuzzy LDA,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Yang, W.K.[Wan-Kou], Wang, J.G.[Jian-Guo], Ren, M.W.[Ming-Wu], Yang, J.Y.[Jing-Yu], Zhang, L.[Lei], Liu, G.H.[Guang-Hai],
Feature extraction based on Laplacian bidirectional maximum margin criterion,
PR(42), No. 11, November 2009, pp. 2327-2334.
Elsevier DOI Link
WWW Version. 0907
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Earlier: A1, A2, A3, A4, Only:
Feature Extraction based on Local Maximum Margin Criterion,
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MMC; Bidirectional; Laplacian; Feature extraction; Face recognition BibRef

Wang, J.G.[Jian-Guo], Yang, W.K.[Wan-Kou], Yang, J.Y.[Jing-Yu],
Fuzzy maximum scatter discriminant analysis and its application to face recognition,
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IEEE DOI Link 0812
BibRef

Gross, R.[Ralph], Matthews, I.[Iain], and Baker, S.[Simon],
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And: CMR-RI-TR-02-20. August 2002.
HTML Version. BibRef
Earlier:
Eigen light-fields and face recognition across pose,
AFGR02(1-7).
IEEE DOI Link
HTML Version. 0206
BibRef
And:
Fisher Light-Fields for Face Recognition across Pose and Illumination,
DAGM02(481 ff.).
HTML Version.
HTML Version. 0303
Light-field is the set of all radiance values (i.e. emitted from the object) over all rays in space. Use all available images, and use all pixels equally. BibRef

Gross, R.[Ralph], Baker, S.[Simon], Matthews, I.[Iain], and Kanade, T.[Takeo],
Face Recognition Across Pose and Illumination,
HFace04(xx-yy).
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Toygar, Ö.[Önsen], Acan, A.[Adnan],
Multiple classifier implementation of a divide-and-conquer approach using appearance-based statistical methods for face recognition,
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WWW Version. 0409
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Chen, L.[Ling], Man, H.[Hong], Nefian, A.V.[Ara V.],
Face recognition based on multi-class mapping of Fisher scores,
PR(38), No. 6, June 2005, pp. 799-811.
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Xiong, H.L.[Hui-Lin], Swamy, M.N.S., Ahmad, M.O.,
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PR(38), No. 7, July 2005, pp. 1121-1124.
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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
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Earlier: A1, A2, A3, Only:
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IEEE DOI Link 0211
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Franco, A.[Annalisa], Maio, D.[Dario], Maltoni, D.[Davide],
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PR(41), No. 12, December 2008, pp. 3822-3833.
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Face recognition; 3D face models; Subspace learning BibRef

Nanni, L.[Loris], Lumini, A.[Alessandra],
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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.
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Earlier:
Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics,
BioAW04(10-23).
WWW Version. 0505
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Earlier:
Face recognition under variable lighting using harmonic image exemplars,
CVPR03(I: 19-25).
IEEE Abstract. IEEE Top Reference. 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
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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,
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Alvarado, G.J.[Gabriel Jarillo], Pedrycz, W.[Witold], Reformat, M., Kwak, K.C.[Keun-Chang],
Deterioration of visual information in face classification using Eigenfaces and Fisherfaces,
MVA(17), No. 1, April 2006, pp. 68-82.
Springer DOI Link 0604
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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.],
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PAMI(28), No. 9, September 2006, pp. 1519-1524.
IEEE DOI Link 0608
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Earlier:
Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models,
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Wen, Z.[Zhen], Huang, T.S., Liu, Z.C.[Zi-Cheng],
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IEEE Abstract. IEEE Top Reference. 0210
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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
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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],
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FG08(1-6).
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Faundez-Zanuy, M.[Marcos], Roure, J.[Josep], Espinosa-Duro, V.[Virginia], Ortega, J.A.[Juan Antonio],
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PRL(28), No. 7, May 2007, pp. 854-858.
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Face verification; Transform methods; Biometrics BibRef

Yeung, D.Y.[Dit-Yan], Chang, H.[Hong], Dai, G.[Guang],
Learning the kernel matrix by maximizing a KFD-based class separability criterion,
PR(40), No. 7, July 2007, pp. 2021-2028.
WWW Version. 0704
Kernel learning; Fisher discriminant criterion; Kernel Fisher discriminant; Face recognition BibRef

Xia, J.[Jian], Yeung, D.Y.[Dit-Yan], Dai, G.[Guang],
Local Discriminant Embedding with Tensor Representation,
ICIP06(929-932). 0610

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Fan, W.[Wei], Yeung, D.Y.[Dit-Yan],
Locally Linear Models on Face Appearance Manifolds with Application to Dual-Subspace Based Classification,
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Face Recognition with Image Sets Using Hierarchically Extracted Exemplars from Appearance Manifolds,
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Liu, J.[Jun], Chen, S.C.[Song-Can], Tan, X.Y.[Xiao-Yang],
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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).
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Zhang, D.Q.A.[Dao-Qi-Ang], Chen, S.C.[Song-Can], Zhou, Z.H.[Zhi-Hua],
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Xu, D.[Dong], Lin, S.[Stephen], Yan, S.C.[Shui-Cheng], Tang, X.[Xiaoou],
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Park, S.W., Savvides, M.[Marios],
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'Eigenphases vs. eigenfaces',
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IEEE DOI Link 0409
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Savvides, M., Kumar, B.V.K.V., Khosla, P.K.,
Cancelable biometric filters for face recognition,
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Heo, J.G.[Jin-Gu], Savvides, M.[Marios],
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Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset,
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Wong, K.C.[Kin-Chung], Lin, W.Y.[Wei-Yang], Hu, Y.H.[Yu Hen], Boston, N.[Nigel], Zhang, X.,
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Yan, S.C.[Shui-Cheng], Liu, J.Z.[Jian-Zhuang], Tang, X.[Xiaoou], Huang, T.S.[Thomas S.],
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Comparative Study: Face Recognition on Unspecific Persons using Linear Subspace Methods,
ICIP05(III: 764-767).
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And:
Feedback-based Dynamic Generalized LDA for Face Recognition,
ICIP05(II: 922-925).
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Liu, W.[Wei], Li, Z.F.[Zhi-Feng], Tang, X.[Xiaoou],
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Li, Z.F.[Zhi-Feng], Lin, D.[Dahua], Tang, X.[Xiaoou],
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Lin, D.[Dahua], Tang, X.[Xiaoou],
Inter-modality Face Recognition,
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Jiang, X.D.[Xu-Dong], Mandal, B.[Bappaditya], Kot, A.C.[Alex C.],
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Complete discriminant evaluation and feature extraction in kernel space for face recognition,
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Mandal, B.[Bappaditya], Jiang, X.D.[Xu-Dong], Kot, A.C.[Alex Chichung],
Verification of human faces using predicted eigenvalues,
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Jiang, X.D.[Xu-Dong],
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Analysis, 2 class problem. BibRef

Yoon, K.[Kyongil], Harwood, D.A.[David A.], Davis, L.S.[Larry S.],
Appearance-based person recognition using color/path-length profile,
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Kannan, A.[Anitha], Jojic, N.[Nebojsa], Frey, B.J.[Brendan J.],
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IJCV(77), No. 1-3, May 2008, pp. 87-101.
Springer DOI Link 0803
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Earlier: A2, A3, A1:
Epitomic analysis of appearance and shape,
ICCV03(34-41).
IEEE DOI Link 0311
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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

Wang, J.G.[Jian-Gang], Kong, H.[Hui], Sung, E.[Eric], Yau, W.Y.[Wei-Yun], Teoh, E.K.[Eam Khwang],
Fusion of Appearance Image and Passive Stereo Depth Map for Face Recognition Based on the Bilateral 2DLDA,
JIVP(2007), 2007, pp. xx-yy.
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Kong, H.[Hui], Wang, L.[Lei], Teoh, E.K.[Eam Khwang], Wang, J.G.[Jian-Gang], Venkateswarlu, R.[Ronda],
A Framework of 2D Fisher Discriminant Analysis: Application to Face Recognition with Small Number of Training Samples,
CVPR05(II: 1083-1088).
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Kong, H., Teoh, E.K., Wang, J.G., Kambhamettu, C.,
Generalized 2D Fisher Discriminant Analysis,
BMVC05(xx-yy).
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Kong, H.[Hui], Li, X., Wang, J.G.[Jian-Gang], Teoh, E.K., Kambhamettu, C.,
Discriminant Low-dimensional Subspace Analysis for Face Recognition with Small Number of Training Samples,
BMVC05(xx-yy).
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JIVP(2007), 2007, pp. xx-yy.
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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
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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
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Zhao, T.[Tuo], Liang, Z.Z.[Zhi-Zheng], Zhang, D.[David], Zou, Q.[Quan],
Interest filter vs. interest operator: Face recognition using Fisher linear discriminant based on interest filter representation,
PRL(29), No. 13, 1 October 2008, pp. 1849-1857.
WWW Version. 0804
Eigenfaces; Fisherfaces; Face recognition; Interest Fisher classifier (IFC); Interest filter; Interest operator BibRef

Zhao, T.[Tuo], Liang, Z.Z.[Zhi-Zheng], Zhang, D.[David], Liu, Y.H.[Ya-Hui],
A Novel Null Space-Based Kernel Discriminant Analysis for Face Recognition,
ICB07(547-556).
Springer DOI Link 0708
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Liang, Z.Z.[Zhi-Zheng],
High-dimensional discriminant analysis and its application to color face images,
ICPR06(II: 917-920).
WWW Version. 0609
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Liang, Z.Z.[Zhi-Zheng], Shi, P.F.[Peng-Fei], Zhang, D.[David],
Two-Dimensional Fisher Discriminant Analysis and Its Application to Face Recognition,
ACCV06(I:130-139).
Springer DOI Link 0601
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Ruiz-del-Solar, J.[Javier], Quinteros, J.[Julio],
Illumination compensation and normalization in eigenspace-based face recognition: A comparative study of different pre-processing approaches,
PRL(29), No. 14, October 2008, pp. 1966-1979.
WWW Version. 0804
Face recognition; Illumination compensation and normalization; Eigenspace-based face recognition; Face identification 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

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
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Wright, J.[John], Hua, G.[Gang],
Implicit elastic matching with random projections for pose-variant face recognition,
CVPR09(1502-1509).
IEEE DOI Link 0906
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Wagner, A.[Andrew], Wright, J.[John], Ganesh, A.[Arvind], Zhou, Z.[Zihan], Ma, Y.[Yi],
Towards a practical face recognition system: Robust registration and illumination by sparse representation,
CVPR09(597-604).
IEEE DOI Link 0906
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Wright, J.[John], Ganesh, A.[Arvind], Zhou, Z.H.[Zi-Han], Wagner, A.[Andrew], Ma, Y.[Yi],
Demo: Robust face recognition via sparse representation,
FG08(1-2).
IEEE DOI Link 0809
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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
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Earlier:
Covariance matrix estimation for appearance-based face image processing,
BMVC05(xx-yy).
HTML Version. 0509
Gaussian models; Face analysis; Regularization 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
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And:
Recognising faces in unseen modes: A tensor based approach,
CVPR08(1-8).
IEEE DOI Link 0806
Face recognition; Tensor; Multilinear algebra 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
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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

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

Qiao, L.S.[Li-Shan], Chen, S.C.[Song-Can], Tan, X.Y.[Xiao-Yang],
Sparsity preserving projections with applications to face recognition,
PR(43), No. 1, January 2010, pp. 331-341,.
Elsevier DOI Link
WWW Version. 0909
Dimensionality reduction; Sparse representation; Compressive sensing; Face recognition BibRef

Delgado-Gomez, D.[David], Fagertun, J.[Jens], Ersboll, B.[Bjarne], Sukno, F.M.[Federico M.], Frangi, A.F.[Alejandro F.],
Similarity-based Fisherfaces,
PRL(30), No. 12, 1 September 2009, pp. 1110-1116,.
Elsevier DOI Link
WWW Version. 0909
Biometrics; Face recognition; Similarity; Fisher linear discriminant analysis BibRef

Han, P.Y.[Pang Ying], Teoh, A.B.J.[Andrew Beng Jin], Abas, F.S.[Fazly Salleh],
Neighbourhood preserving discriminant embedding in face recognition,
JVCIR(20), No. 8, November 2009, pp. 532-542,.
Elsevier DOI Link
WWW Version. 0911
Neighbourhood preserving embedding; Within-neighbourhood scatter; Between-neighbourhood scatter; Class discrimination; Face recognition; Graph embedding; Fisher's criterion; Face manifold BibRef


Izmailov, A.[Aleksey], Krzyzak, A.[Adam],
On Improving the Efficiency of Eigenface Using a Novel Facial Feature Localization,
CIAP09(414-424).
Springer DOI Link 0909
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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 Link 0906
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Zhang, Z.[Zhi], Tulyakov, S.[Sergey], Govindaraju, V.[Venu],
Combining Facial Skin Mark and Eigenfaces for Face Recognition,
ICB09(424-433).
Springer DOI Link 0906
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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
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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

Ksantini, R.[Riadh], Boufama, B.S.[Boubaker S.],
A Novel Bayesian Logistic Discriminant Model with Dirichlet Distributions: An Application to Face Recognition,
ICIAR09(461-470).
Springer DOI Link 0907
See also Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method. BibRef

Cadoni, M.[Marinella], Bicego, M.[Manuele], Grosso, E.[Enrico],
3D Face Recognition Using Joint Differential Invariants,
ICB09(279-288).
Springer DOI Link 0906
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Seow, M.J.[Ming-Jung], Tompkins, R.C., Asari, V.K.,
A New Nonlinear Dimensionality Reduction Technique for Pose and Lighting Invariant Face Recognition,
FRGC05(III: 160-160).
IEEE DOI Link 0507
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Song, H.Z.[Hai-Zhou], Qian, Y.[Ying],
Research of face recognition based on SVD,
IASP09(255-259).
IEEE DOI Link 0904
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Sarfraz, M.S.[M. Saquib], Hellwich, O.[Olaf],
Statistical appearance models for automatic pose invariant face recognition,
FG08(1-6).
IEEE DOI Link 0809
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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],
Face recognition with Neighboring Discriminant Analysis,
FG08(1-6).
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Amine, A.[Aouatif], Rziza, M.[Mohammed], Aboutajdine, D.[Driss],
SVM-Based Face Recognition Using Genetic Search for Frequency-Feature Subset Selection,
ICISP08(321-328).
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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 Link 0809
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And: A1, A2, Only:
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OMNIVIS08(xx-yy). 0810
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Kawulok, M.[Michal],
Optimization of Face Relevance Maps with Total Classification Error Minimization,
ICIAR08(935-944).
Springer DOI Link 0806
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,
AMDO08(xx-yy).
Springer DOI Link 0807
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Fursov, V.[Vladimir], Kozin, N.[Nikita],
Recognition through constructing the Eigenface classifiers using conjugation indices,
AVSBS07(465-469).
IEEE DOI Link 0709
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Zhang, B.L.[Bai-Ling], Ko, H.S.[Han-Seok], Gao, Y.S.[Yong-Sheng],
Learning Kernel Subspace Classifier,
ICB07(299-308).
Springer DOI Link 0708
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Liu, Q.S.[Qing-Shan], Metaxas, D.N.[Dimitris N.],
Unifying Subspace and Distance Metric Learning with Bhattacharyya Coefficient for Image Classification,
ETVC08(254-267).
Springer DOI Link 0811
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Earlier:
A Unified Framework of Subspace and Distance Metric Learning for Face Recognition,
AMFG07(250-260).
Springer DOI Link 0710
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Liao, S.C.[Sheng-Cai], Lei, Z.[Zhen], Li, S.Z.[Stan Z.], Yuan, X.T.[Xiao-Tong], He, R.[Ran],
Structured Ordinal Features for Appearance-Based Object Representation,
AMFG07(183-192).
Springer DOI Link 0710
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Liu, X.M.[Xiao-Ming], Yin, J.W.[Jian-Wei], Feng, Z.L.[Zhi-Lin], Dong, J.X.[Jin-Xiang], Wang, L.[Lu],
Orthogonal Neighborhood Preserving Embedding for Face Recognition,
ICIP07(I: 133-136).
IEEE DOI Link 0709
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Yang, J.C.[Jian-Chao], Yang, S.C.[Shui-Cheng], Fu, Y.[Yun], Li, X.L.[Xue-Long], Huang, T.S.[Thomas S.],
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CVPR08(1-8).
IEEE DOI Link 0806
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Fu, Y.[Yun], Yuan, J.S.[Jun-Song], Li, Z.[Zhu], Huang, T.S.[Thomas S.], Wu, Y.[Ying],
Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition,
ICIP07(I: 141-144).
IEEE DOI Link 0709
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Ewbank, M.P.[Michael P.], Smith, W.A.P.[William A. P.], Hancock, E.R.[Edwin R.], Andrews, T.J.[Timothy J.],
Testing Viewpoint Invariance in the Neural Representation of Faces: An MEG Study,
BVAI07(52-61).
Springer DOI Link 0710
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Gómez, C.[Carlos], Pesquet-Popescu, B.[Béatrice],
A Simple and Efficient Eigenfaces Method,
ACIVS07(364-372).
Springer DOI Link 0708
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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,
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IEEE DOI Link 0706
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Cai, D.[Deng], He, X.F.[Xiao-Fei], Han, J.W.[Jia-Wei],
Spectral Regression for Efficient Regularized Subspace Learning,
ICCV07(1-8).
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Cai, D.[Deng], He, X.F.[Xiao-Fei], Han, J.W.[Jia-Wei],
Semi-supervised Discriminant Analysis,
ICCV07(1-7).
IEEE DOI Link 0710
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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,
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IEEE DOI Link 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).
WWW Version. 0609
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Wang, J.G.[Jian-Gang], Kong, H.[Hui], Yau, W.Y.[Wei-Yun],
Bilateral Two Dimensional Linear Discriminant Analysis for Stereo Face Recognition,
ICPR06(I: 429-432).
WWW Version. 0609
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Wang, L.[Lei],
Toward A Discriminative Codebook: Codeword Selection across Multi-resolution,
BP07(1-8).
IEEE DOI Link 0706
For patches. Codebook: set of appearance models? BibRef

Samsung, S.,
Integral Normalized Gradient Image A Novel Illumination Insensitive Representation,
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IEEE DOI Link 0507
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Wang, Y.[Ying], Pan, C.H.[Chun-Hong], Wang, H.T.[Hai-Tao],
Multimodal preserving embedding for face recognition,
FG08(1-6).
IEEE DOI Link 0809
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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 Link 0507
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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],
Learning Effective Intrinsic Features to Boost 3D-Based Face Recognition,
ECCV06(II: 416-427).
Springer DOI Link 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 Link 0601
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Zhuang, X.S.[Xiao-Sheng], Dai, D.Q.[Dao-Qing], Yuen, P.C.,
Face Recognition by Inverse Fisher Discriminant Features,
ICB06(92-98).
Springer DOI Link 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 Link 0601
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Yang, J.[Jian], Zhang, D.[David], Xu, Y.[Yong], Yang, J.Y.[Jing-Yu],
Recognize Color Face Images Using Complex Eigenfaces,
ICB06(64-68).
Springer DOI Link 0601
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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).
IEEE DOI Link 0709
BibRef
And:
GPU Accelerated 3D Face Registration/Recognition,
ICB07(938-947).
Springer DOI Link 0708
BibRef
Earlier:
Ultra Fast GPU Assisted Face Recognition Based on 3D Geometry and Texture Data,
ICIAR06(II: 353-364).
Springer DOI Link 0610
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And:
Multi-Modal Face Recognition by Means of Augmented Normal Map and PCA,
ICIP06(649-652). 0610

IEEE DOI Link 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
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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).
WWW Version. 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,
ICIAR05(1073-1080).
Springer DOI Link 0509
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Abate, A.F.[Andrea F.], Nappi, M.[Michele], Riccio, D.[Daniel], Tortora, G.,
An IFS Based Approach for Face Recognition,
ICIP05(II: 938-941).
IEEE DOI Link 0512
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Qiu, X.P.[Xi-Peng], Wu, L.D.[Li-De],
Face Recognition by Stepwise Nonparametric Margin Maximum Criterion,
ICCV05(II: 1567-1572).
IEEE DOI Link 0510
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And:
Nonparametric Maximum Margin Criterion for Face Recognition,
ICIP05(II: 918-921).
IEEE DOI Link 0512
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And:
Null Space-Based LDA Withweighted Dual Personal Subspaces for Face Recognition,
ICIP05(II: 934-937).
IEEE DOI Link 0512
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Nishiyama, M.[Masashi], Yamaguchi, O.[Osamu],
Face Recognition Using the Classified Appearance-based Quotient Image,
FGR06(49-54).
IEEE DOI Link 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).
Springer DOI Link 0509
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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 Link 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 Link
HTML Version. 0507
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Wang, X.G.[Xiao-Gang], Tang, X.[Xiaoou],
Subspace Analysis Using Random Mixture Models,
CVPR05(I: 574-580).
IEEE DOI Link 0507
Add random mixture model for LDA. BibRef

Li, W.S.[Wen-Shu], Zhou, C.L.[Chang-Le],
A novel combined fisherfaces framework,
ICIP04(III: 2011-2014).
IEEE DOI Link 0505
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Wang, X.G.[Xiao-Gang], Tang, X.[Xiaoou],
Hallucinating Face by Eigen-transformation with Distortion Reduction,
ICBA04(88-94).
WWW Version. 0505
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Sakabe, K.[Keiji], Taguchi, T.[Tomoyuki], Shakunaga, T.[Takeshi],
Automatic Eigentemplate Learning for Sparse Template Tracker,
PSIVT09(714-725).
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Preparing a template for tracking application. Face tracking. BibRef

Shakunaga, T., Sakaue, F., Shigenari, K.,
Robust face recognition by combining projection-based image correction and decomposed eigenface,
AFGR04(241-247).
IEEE Abstract. IEEE Top Reference. 0411
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Shakunaga, T., Shigenari, K.,
Decomposed Eigenface for Face Recognition under Various Lighting Conditions,
CVPR01(I:864-871).
IEEE Abstract. IEEE Top Reference. 0110
With features. BibRef

Pnevmatikakis, A.[Aristodemos], Polymenakos, L.[Lazaros],
Comparison of eigenface-based feature vectors under different impairments,
ICPR04(I: 296-299).
IEEE DOI Link 0409
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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).
IEEE Abstract. IEEE Top Reference. 0312
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Ling, Y.[Yangrong], Yin, X.R.[Xiang-Rong], Bhandarkar, S.M.,
Sirface vs. Fisherface: recognition using class specific linear projection,
ICIP03(III: 885-888).
IEEE Abstract. IEEE Top Reference. 0312
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Morency, L.P., Sundberg, P., Darrell, T.J.,
Pose estimation using 3D view-based eigenspaces,
AMFG03(45-52).
IEEE Abstract. IEEE Top Reference. 0311
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Cavalcanti, G.D.C., Carvalho, E.C.B.,
Eigenbands fusion for frontal face recognition,
ICIP03(I: 665-668).
IEEE Abstract. IEEE Top Reference. 0312
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Thomaz, C.E.[Carlos E.], Gillies, D.F.[Duncan F.],
A New Fisher-Based Method Applied to Face Recognition,
CAIP03(596-605).
WWW Version. 0311
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Rodríguez-Aragón, L.J.[Licesio J.], Conde, C.[Cristina], Cabello, E.[Enrique],
Comparison of Novel Dimension Reduction Methods in Face Verification,
ICIAR06(II: 305-316).
Springer DOI Link 0610
See also Automatic 3D Face Feature Points Extraction with Spin Images. BibRef

Rodríguez-Aragón, L.J.[Licesio J.], Conde, C.[Cristina], Serrano, Á.[Ángel], Cabello, E.[Enrique],
Face Verification Advances Using Spatial Dimension Reduction Methods: 2DPCA & SVM,
CIAP05(978-985).
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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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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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Lee, H.J., Lee, W.S., Chung, J.H.,
Face Recognition Using Fisherface Algorithm and Elastic Graph Matching,
ICIP01(I: 998-1001).
IEEE Abstract. IEEE Top Reference. 0108
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Lemieux, A., Parizeau, M.,
Experiments on eigenfaces robustness,
ICPR02(I: 421-424).
IEEE DOI Link 0211
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Torres, L., Prado, D.,
A proposal for high compression of faces in video sequences using adaptive eigenspaces,
ICIP02(I: 189-192).
IEEE Abstract. IEEE Top Reference. 0210
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Haddadnia, J., Ahmadi, M., Raahemifar, K.,
An effective feature extraction method for face recognition,
ICIP03(III: 917-920).
IEEE Abstract. IEEE Top Reference. 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 Link 0206
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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
BibRef

Cagnoni, S., Poggi, A., Porcari, G.L.,
A modified modular eigenspace approach to face recognition,
CIAP99(490-495).
IEEE DOI Link 9909
BibRef

Sato, J.[Jun], Cipolla, R.[Roberto],
Identifying human face profiles with semi-local integral invariants,
CIAP97(I: 414-421).
WWW Version. 9709
BibRef

Krumm, J.,
Object Detection with Vector Quantized Binary Features,
CVPR97(179-185).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704
Hough, developed from eigen faces; large training set BibRef

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).
IEEE DOI Link 9610
BibRef

Swets, D.L.[Daniel L.], Weng, J.J.[John J.],
Discriminant analysis and eigenspace partition tree for face and object recognition from views,
AFGR96(192-197).
IEEE DOI Link 9610
BibRef

Swets, D.L., Punch, B., Weng, J.,
Genetic algorithms for object recognition in a complex scene,
ICIP95(II: 595-598).
IEEE DOI Link 9510
BibRef

Covell, M.,
Eigen-points: control-point location using principal component analyses,
AFGR96(122-127).
IEEE DOI Link 9610
BibRef

Hallinan, P.W.,
A low-dimensional representation of human faces for arbitrary lighting conditions,
CVPR94(995-999).
IEEE Abstract. IEEE Top Reference. 0403
BibRef

Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
ICA, PCA in Face Recognition .


Last update:Nov 16, 2009 at 19:35:14