13.4.1.9 Faces using Invariants, Appearence models -- Eigenfaces

Chapter Contents (Back)
Eigenfaces. Face Recognition.

Turk, M., and Pentland, A.P.,
Eigenfaces for Recognition,
CogNeuro(3), No. 1, 1991, pp. 71-96. BibRef 9100
Earlier:
Face Recognition Using Eigenfaces,
CVPR91(586-591).
IEEE DOI 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 Link. 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 Link. BibRef 9403

Bichsel, M.,
Strategies of Robust Object Recognition for Automatic Identification of Human Faces,
Ph.D.Thesis, 1991, ETH, Zurich. BibRef 9100

Nastar, C., Moghaddam, B., Pentland, A.P.,
Flexible Images: Matching and Recognition Using Learned Deformations,
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 BibRef

Moghaddam, B.[Baback], Pentland, A.P.[Alex P.],
Probabilistic Visual Learning For Object Representation,
PAMI(19), No. 7, July 1997, pp. 696-710.
IEEE DOI 9708
Face Recognition. BibRef
Earlier: EVL96(99-130). BibRef
Earlier:
Probabilistic Visual Learning for Object Detection,
ICCV95(786-793).
IEEE DOI 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.
WWW Link. 0011
BibRef
Earlier:
Efficient MAP/ML Similarity Matching for Visual Recognition,
ICPR98(Vol I: 876-881).
IEEE DOI 9808
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 Link. 0102
BibRef
Earlier:
Bayesian face recognition with deformable image models,
CIAP01(26-35).
WWW Link. 0210
BibRef
Earlier:
A Bayesian Similarity Measure for Direct Image Matching,
ICPR96(II: 350-358).
IEEE DOI 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 DOI BibRef 9600

Nastar, C., Pentland, A.P.,
Matching and Recognition Using Deformable Intensity Surfaces,
SCV95(223-228).
IEEE DOI 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 DOI BibRef 9400
Earlier: Vismod-245, 1993.
HTML Version. and
PS File. 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
PS File. BibRef 9400

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

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

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

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 DOI
PDF File. 9708
BibRef
Earlier: ECCV96(I:43-58).
Springer DOI
PS File. 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 Link. BibRef 0003

Yilmaz, A.[Alper], Gökmen, M.[Muhittin],
Eigenhill vs. Eigenface and Eigenedge,
PR(34), No. 1, January 2001, pp. 181-184.
WWW Link. 0010
BibRef
Earlier: ICPR00(Vol II: 827-830).
IEEE DOI 0009
To deal with illumination changes. 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.
Elsevier DOI 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 Link. 0308
BibRef
Earlier: ICPR02(II: 486-489).
IEEE DOI 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 Link. 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 Link. 0311
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 Link. 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 0307
BibRef
Earlier:
Eigenface-based super-resolution for face recognition,
ICIP02(II: 845-848).
IEEE DOI 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.
DOI Link 0402
BibRef
Earlier:
Linear Subspaces for Illumination Robust Face Recognition,
CVPR01(II:296-301).
IEEE DOI 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 Link. 0307
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 Link. 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 Link. 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 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 0907
BibRef
Earlier: A1, A2, A3, A4, Only:
Feature Extraction based on Local Maximum Margin Criterion,
ICPR08(1-4).
IEEE DOI 0812
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,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Gross, R.[Ralph], Matthews, I.[Iain], and Baker, S.[Simon],
Appearance-based face recognition and light-fields,
PAMI(26), No. 4, April 2004, pp. 449-465.
IEEE Abstract.
HTML Version. 0403
BibRef
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
HTML Version. 0206
BibRef
And:
Fisher Light-Fields for Face Recognition across Pose and Illumination,
DAGM02(481 ff.).
Springer DOI
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).
HTML Version. BibRef 0400

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.
WWW Link. 0501
BibRef

Xiong, H.L.[Hui-Lin], Swamy, M.N.S., Ahmad, M.O.,
Two-dimensional FLD for face recognition,
PR(38), No. 7, July 2005, pp. 1121-1124.
WWW Link. 0505
Fisher Linear Discriminant BibRef

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 0604
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 Link. 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).
IEEE DOI 0610
BibRef

Park, S.W., Savvides, M.[Marios],
Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization,
SMC-B(37), No. 5, October 2007, pp. 1156-1166.
IEEE DOI 0711
BibRef

Juefei-Xu, F.[Felix], Savvides, M.[Marios],
Multi-class Fukunaga Koontz discriminant analysis for enhanced face recognition,
PR(52), No. 1, 2016, pp. 186-205.
Elsevier DOI 1601
Linear discriminant analysis BibRef

Li, Y.H.[Yung-Hui], Savvides, M.[Marios],
Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition,
Biometrics07(1-8).
IEEE DOI 0706
BibRef

Savvides, M., Vijaya Kumar, B.V.K., Khosla, P.K.,
'Corefaces'-robust shift invariant PCA based correlation filter for illumination tolerant face recognition,
CVPR04(II: 834-841).
IEEE DOI 0408
BibRef
Earlier:
'Eigenphases vs. eigenfaces',
ICPR04(III: 810-813).
IEEE DOI 0409
BibRef

Savvides, M., Vijaya Kumar, B.V.K., Khosla, P.K.,
Cancelable biometric filters for face recognition,
ICPR04(III: 922-925).
IEEE DOI 0409
BibRef

Jiang, X.D.[Xu-Dong], Mandal, B.[Bappaditya], Kot, A.C.[Alex C.],
Eigenfeature Regularization and Extraction in Face Recognition,
PAMI(30), No. 3, March 2008, pp. 383-394.
IEEE DOI 0801
Decompose space into 3 parts and regularize over each. BibRef

Lu, Z.[Ze], Jiang, X.D.[Xu-Dong], Kot, A.C.,
A Color Channel Fusion Approach for Face Recognition,
SPLetters(22), No. 11, November 2015, pp. 1839-1843.
IEEE DOI 1509
face recognition BibRef

Jiang, X.D.[Xu-Dong], Mandal, B.[Bappaditya], Kot, A.C.[Alex C.],
Complete discriminant evaluation and feature extraction in kernel space for face recognition,
MVA(20), No. 1, January 2009, pp. xx-yy.
Springer DOI 0810
BibRef

Mandal, B.[Bappaditya], Jiang, X.D.[Xu-Dong], Eng, H.L.[How-Lung], Kot, A.C.[Alex Chichung],
Prediction of eigenvalues and regularization of eigenfeatures for human face verification,
PRL(31), No. 8, 1 June 2010, pp. 717-724.
Elsevier DOI 1004
BibRef
Earlier: A1, A2, A4, Only:
Verification of human faces using predicted eigenvalues,
ICPR08(1-4).
IEEE DOI 0812
PCA; LDA; Feature extraction; Dimensionality reduction; Face verification BibRef

Lai, J.[Jian], Jiang, X.D.[Xu-Dong],
Modular Weighted Global Sparse Representation for Robust Face Recognition,
SPLetters(19), No. 9, September 2012, pp. 571-574.
IEEE DOI 1208
BibRef

Jiang, X.D.[Xu-Dong], Lai, J.[Jian],
Sparse and Dense Hybrid Representation via Dictionary Decomposition for Face Recognition,
PAMI(37), No. 5, May 2015, pp. 1067-1079.
IEEE DOI 1504
Dictionaries BibRef

Lai, J.[Jian], Jiang, X.D.[Xu-Dong],
Classwise Sparse and Collaborative Patch Representation for Face Recognition,
IP(25), No. 7, July 2016, pp. 3261-3272.
IEEE DOI 1606
face recognition 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.
DOI Link 0804
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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).
IEEE DOI 0507
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Kong, H., Teoh, E.K., Wang, J.G., Kambhamettu, C.,
Generalized 2D Fisher Discriminant Analysis,
BMVC05(xx-yy).
HTML Version. 0509
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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).
HTML Version. 0509
Variation for small sample sized. BibRef

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 Link. 0804
Eigenfaces; Fisherfaces; Face recognition; Interest Fisher classifier (IFC); Interest filter; Interest operator BibRef

Li, S.[Sheng], Jing, X.Y.[Xiao-Yuan], Zhang, D.[David], Yao, Y.F.[Yong-Fang], Bian, L.S.[Lu-Sha],
A novel kernel discriminant feature extraction framework based on mapped virtual samples for face recognition,
ICIP11(3005-3008).
IEEE DOI 1201
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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 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).
IEEE DOI 0609
BibRef

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 0601
BibRef

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 Link. 0804
Face recognition; Illumination compensation and normalization; Eigenspace-based face recognition; Face identification 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 0909
Biometrics; Face recognition; Similarity; Fisher linear discriminant analysis BibRef

Hansen, M.F.[Mads Fogtmann], Fagertun, J.[Jens], Larsen, R.R.[Rasmus R.],
Elastic appearance models,
BMVC11(xx-yy).
HTML Version. 1110
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Fagertun, J.[Jens], Delgado-Gomez, D.[David], Hansen, M.F.[Mads F.], Paulsen, R.R.[Rasmus R.],
Sparse Similarity-Based Fisherfaces,
SCIA11(69-78).
Springer DOI 1105
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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 0911
BibRef
Earlier: A2, A1, Only:
Face recognition based on neighbourhood discriminant preserving embedding,
ICARCV08(428-433).
IEEE DOI 1109
Neighbourhood preserving embedding; Within-neighbourhood scatter; Between-neighbourhood scatter; Class discrimination; Face recognition; Graph embedding; Fisher's criterion; Face manifold BibRef

Jadhav, D.V.[Dattatray V.], Holambe, R.S.[Raghunath S.],
Rotation, illumination invariant polynomial kernel Fisher discriminant analysis using Radon and discrete cosine transforms based features for face recognition,
PRL(31), No. 9, 1 July 2010, pp. 1002-1009.
Elsevier DOI 1004
Face recognition; Feature extraction; Radon transform; Discrete cosine transform (DCT); Kernel Fisher discriminant (KFD) BibRef

Zhang, H.C.[Hai-Chao], Nasrabadi, N.M.[Nasser M.], Zhang, Y.N.[Yan-Ning], Huang, T.S.[Thomas S.],
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PR(45), No. 4, April 2012, pp. 1290-1298.
Elsevier DOI 1112
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Multi-observation visual recognition via joint dynamic sparse representation,
ICCV11(595-602).
IEEE DOI 1201
BibRef
Earlier: A1, A2, A4, A3:
Multi-view face recognition via joint dynamic sparse representation,
ICIP11(3025-3028).
IEEE DOI 1201
Multi-view face recognition; Joint dynamic sparsity; Joint dynamic sparse representation based classification BibRef

Zhang, H.C.[Hai-Chao], Zhang, Y.N.[Yan-Ning], Nasrabadi, N.M.[Nasser M.], Huang, T.S.[Thomas S.],
Joint dynamic sparse learning and its application to multi-view face recognition,
ICPR12(1671-1674).
WWW Link. 1302
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Zhang, H.C.[Hai-Chao], Zhang, Y.N.[Yan-Ning], Huang, T.S.[Thomas S.],
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PR(46), No. 1, January 2013, pp. 346-354.
Elsevier DOI 1209
Discriminative projection learning; Dictionary learning; Metric learning; Sparse representation based classification BibRef

Zhang, H.C.[Hai-Chao], Zhang, Y.N.[Yan-Ning], Huang, T.S.[Thomas S.],
Pose-Robust Face Recognition Via Sparse Representation,
PR(46), No. 5, May 2013, pp. 1511-1521.
Elsevier DOI 1302
Pose-robust face recognition; Pose-normalization; Face synthesis; Sparse representation; Latent sparse modeling See also Multi-Pose 3D Face Recognition Based on 2D Sparse Representation. BibRef

Zhang, H.C.[Hai-Chao], Yang, J.C.[Jian-Chao], Zhang, Y.N.[Yan-Ning], Nasrabadi, N.M.[Nasser M.], Huang, T.S.[Thomas S.],
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ICCV11(770-777).
IEEE DOI 1201
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Wei, C.P.[Chia-Po], Chao, Y.W.[Yu-Wei], Yeh, Y.R.[Yi-Ren], Wang, Y.C.A.F.[Yu-Chi-Ang Frank],
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Chao, Y.W.[Yu-Wei], Yeh, Y.R.[Yi-Ren], Chen, Y.W.[Yu-Wen], Lee, Y.J.[Yuh-Jye], Wang, Y.C.A.F.[Yu-Chi-Ang Frank],
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Chandrasiri, N.P.[Naiwala P.], Suzuki, R.[Ryuta], Watanabe, N.[Nobuyuki], Yamada, H.[Hiroshi],
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Gaidhane, V.H.[Vilas H.], Hote, Y.V.[Yogesh V.], Singh, V.[Vijander],
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Face recognition BibRef

Li, L.Y.[Liang-Yue], Li, S.[Sheng], Fu, Y.[Yun],
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Elsevier DOI 1410
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Earlier:
Discriminative dictionary learning with low-rank regularization for face recognition,
FG13(1-6)
IEEE DOI 1309
Sparse representation face recognition BibRef

Zhao, H.D.[Han-Dong], Ding, Z.M.[Zheng-Ming], Fu, Y.[Yun],
Block-wise constrained sparse graph for face image representation,
FG15(1-6)
IEEE DOI 1508
face recognition BibRef

Ding, Z.M.[Zheng-Ming], Suh, S.J.[Sung-Joo], Han, J.J.[Jae-Joon], Choi, C.K.[Chang-Kyu], Fu, Y.[Yun],
Discriminative low-rank metric learning for face recognition,
FG15(1-6)
IEEE DOI 1508
face recognition BibRef

Wang, L.F.[Ling-Feng], Wu, H.Y.[Huai-Yu], Pan, C.H.[Chun-Hong],
Manifold Regularized Local Sparse Representation for Face Recognition,
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Encoding See also Visual Tracking Via Kernel Sparse Representation With Multikernel Fusion. BibRef

Wang, L.F.[Ling-Feng], Pan, C.H.[Chun-Hong],
Visual tracking via manifold regularized local structured sparse representation model,
ICIP15(1150-1154)
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Manifold Regularization;Sparse Representation;Visual Tracking BibRef

Kang, C.C.[Cui-Cui], Liao, S.C.[Sheng-Cai], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
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Earlier:
Kernel sparse representation with local patterns for face recognition,
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IEEE DOI 1201
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Dhamecha, T.I.[Tejas Indulal], Singh, R.[Richa], Vatsa, M.[Mayank],
On incremental semi-supervised discriminant analysis,
PR(52), No. 1, 2016, pp. 135-147.
Elsevier DOI 1601
Incremental learning BibRef

Dhamecha, T.I.[Tejas Indulal], Sharma, P., Singh, R.[Richa], Vatsa, M.[Mayank],
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WACV16(1-8)
IEEE DOI 1606
Biological system modeling BibRef

Lamba, H.[Hemank], Dhamecha, T.I.[Tejas Indulal], Vatsa, M.[Mayank], Singh, R.[Richa],
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ICIP12(593-596).
IEEE DOI 1302
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Chen, D.[Dong], Cao, X.D.[Xu-Dong], Wipf, D.[David], Wen, F.[Fang], Sun, J.[Jian],
An Efficient Joint Formulation for Bayesian Face Verification,
PAMI(39), No. 1, January 2017, pp. 32-46.
IEEE DOI 1612
Algorithm design and analysis BibRef

Cao, X.D.[Xu-Dong], Wipf, D.[David], Wen, F.[Fang], Duan, G.Q.[Gen-Quan], Sun, J.[Jian],
A Practical Transfer Learning Algorithm for Face Verification,
ICCV13(3208-3215)
IEEE DOI 1403
face verification; transfer learning BibRef

Chen, D.[Dong], Hua, G.[Gang], Wen, F.[Fang], Sun, J.[Jian],
Supervised Transformer Network for Efficient Face Detection,
ECCV16(V: 122-138).
Springer DOI 1611
BibRef

Chen, D.[Dong], Cao, X.D.[Xu-Dong], Wen, F.[Fang], Sun, J.[Jian],
Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification,
CVPR13(3025-3032)
IEEE DOI 1309
Face Recognition; High-dimensional LBP; Rotated Sparse Regression BibRef

Chen, D.[Dong], Cao, X.D.[Xu-Dong], Wang, L.[Liwei], Wen, F.[Fang], Sun, J.[Jian],
Bayesian Face Revisited: A Joint Formulation,
ECCV12(III: 566-579).
Springer DOI 1210
BibRef


Chugan, H.[Hisayoshi], Fukuda, T.[Tsuyoshi], Shakunaga, T.[Takeshi],
Challenge to Scalability of Face Recognition Using Universal Eigenface,
PSIVT15(51-62).
Springer DOI 1602
BibRef

de Carvalho, T.B.A., Costa, A.M., Sibaldo, M.A.A., Tsang, I.R., Cavalcanti, G.D.C.,
Supervised fractional eigenfaces,
ICIP15(552-555)
IEEE DOI 1512
Dimensionality reduction BibRef

de Carvalho, T.B.A., Sibaldo, M.A.A., Tsang, I.R., Cavalcanti, G.D.C., Tsang, I.J., Sijbers, J.,
Fractional Eigenfaces,
ICIP14(258-262)
IEEE DOI 1502
Accuracy BibRef

Parkhi, O.M.[Omkar M.], Vedaldi, A.[Andrea], Zisserman, A.[Andrew],
Deep Face Recognition,
BMVC15(xx-yy).
DOI Link 1601
BibRef

Parkhi, O.M.[Omkar M.], Simonyan, K.[Karen], Vedaldi, A.[Andrea], Zisserman, A.[Andrew],
A Compact and Discriminative Face Track Descriptor,
CVPR14(1693-1700)
IEEE DOI 1409
BibRef
Earlier: A2, A1, A3, A4:
Fisher Vector Faces in the Wild,
BMVC13(xx-yy).
DOI Link 1402
Binary Encoding BibRef

Feng, Z.H.[Zhen-Hua], Kittler, J.V.[Josef V.], Christmas, W.J.[William J.], Wu, X.J.[Xiao-Jun], Pfeiffer, S.[Sebastian],
Automatic face annotation by multilinear AAM with Missing Values,
ICPR12(2586-2589).
WWW Link. 1302
BibRef

Luo, Z.X.[Zhong-Xuan], Sun, H.[Hao], Fan, X.[Xin], Zhang, J.L.[Jie-Lin],
Face recognition using average invariant factor,
ICIP12(1429-1432).
IEEE DOI 1302
BibRef

Xiong, T.[Tao], Ma, Y.[Yong], Zou, Y.M.[Yan-Ming],
Face alignment via joint-AAM,
ICMR11(22).
DOI Link 1301
more than one AAM and some constraint items BibRef

Zhang, Y.[Yuyao], Ben Hamza, Y.[Younes], Idrissi, K.[Khalid], Garcia, C.[Christophe],
Kernel Similarity Based AAMs for Face Recognition,
ACIVS12(395-406).
Springer DOI 1209
BibRef

Wibowo, M.E., Tjondronegoro, D.,
Face Recognition across Pose on Video Using Eigen Light-Fields,
DICTA11(536-541).
IEEE DOI 1205
BibRef

Wang, L.[Lei], Ji, H.B.[Hong-Bing], Shi, Y.[Ya],
Face recognition using maximum local Fisher Discriminant Analysis,
ICIP11(1737-1740).
IEEE DOI 1201
BibRef

Yule, D.[Daniel], Chen, L.[Liang],
Face recognition through regional weight estimation,
ICIP11(1761-1764).
IEEE DOI 1201
BibRef

Jiang, M.Y.[Ming-Yang], Feng, J.F.[Ju-Fu],
Robust low-rank subspace recovery and face image denoising for face recognition,
ICIP11(3033-3036).
IEEE DOI 1201
BibRef

Inoue, K.[Koji], Kuroki, Y.[Yoshimitsu],
Illumination-robust face recognition via sparse representation,
VCIP11(1-4).
IEEE DOI 1201
BibRef

Rao, G.M.[G. Mallikarjuna], Kumar, P.[Praveen], Kumari, G.V.[G. Vijaya], Pande, A.[Amit], Babu, G.R.,
An Investigation into the Use of Partial Face in the Mobile Environment,
ISVC11(II: 526-535).
Springer DOI 1109
e.g. control access to the mobile phone. LBP BibRef

Izmailov, A.[Aleksey], Krzyzak, A.[Adam],
On Improving the Efficiency of Eigenface Using a Novel Facial Feature Localization,
CIAP09(414-424).
Springer DOI 0909
BibRef

Zhang, Z.[Zhi], Tulyakov, S.[Sergey], Govindaraju, V.[Venu],
Combining Facial Skin Mark and Eigenfaces for Face Recognition,
ICB09(424-433).
Springer DOI 0906
BibRef

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 0507
BibRef

Fursov, V.[Vladimir], Kozin, N.[Nikita],
Recognition through constructing the Eigenface classifiers using conjugation indices,
AVSBS07(465-469).
IEEE DOI 0709
BibRef

Zhang, B.L.[Bai-Ling], Ko, H.S.[Han-Seok], Gao, Y.S.[Yong-Sheng],
Learning Kernel Subspace Classifier,
ICB07(299-308).
Springer DOI 0708
BibRef

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 0811
BibRef
Earlier:
A Unified Framework of Subspace and Distance Metric Learning for Face Recognition,
AMFG07(250-260).
Springer DOI 0710
BibRef

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 0710
BibRef

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 0709
BibRef

Yang, J.C.[Jian-Chao], Yu, K.[Kai], Huang, T.S.[Thomas S.],
Efficient Highly Over-Complete Sparse Coding Using a Mixture Model,
ECCV10(V: 113-126).
Springer DOI 1009
Map into higher dimensional space with sparse coding and classify. Related to local coordinate coding (LCC). BibRef

Zhou, X.[Xi], Yu, K.[Kai], Zhang, T.[Tong], Huang, T.S.[Thomas S.],
Image Classification Using Super-Vector Coding of Local Image Descriptors,
ECCV10(V: 141-154).
Springer DOI 1009
BibRef

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 0709
BibRef

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 0710
BibRef

Gómez, C.[Carlos], Pesquet-Popescu, B.[Béatrice],
A Simple and Efficient Eigenfaces Method,
ACIVS07(364-372).
Springer DOI 0708
BibRef

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 0601
BibRef

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 0601
BibRef

Li, W.S.[Wen-Shu], Zhou, C.L.[Chang-Le],
A novel combined fisherfaces framework,
ICIP04(III: 2011-2014).
IEEE DOI 0505
BibRef

Wang, X.G.[Xiao-Gang], Tang, X.[Xiaoou],
Hallucinating Face by Eigen-transformation with Distortion Reduction,
ICBA04(88-94).
Springer DOI 0505
BibRef

Seto, H.[Hiroyuki], Taguchi, T.[Tomoyuki], Shakunaga, T.[Takeshi],
Directional Eigentemplate Learning for Sparse Template Tracker,
PSIVT11(II: 104-115).
Springer DOI 1111
BibRef

Sakabe, K.[Keiji], Taguchi, T.[Tomoyuki], Shakunaga, T.[Takeshi],
Automatic Eigentemplate Learning for Sparse Template Tracker,
PSIVT09(714-725).
Springer DOI 0901
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).
WWW Link. 0411
BibRef

Shakunaga, T., Shigenari, K.,
Decomposed Eigenface for Face Recognition under Various Lighting Conditions,
CVPR01(I:864-871).
IEEE DOI 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 0409
BibRef

Ling, Y.R.[Yang-Rong], Yin, X.R.[Xiang-Rong], Bhandarkar, S.M.,
Sirface vs. Fisherface: recognition using class specific linear projection,
ICIP03(III: 885-888).
IEEE DOI 0312
BibRef

Cavalcanti, G.D.C., Carvalho, E.C.B.,
Eigenbands fusion for frontal face recognition,
ICIP03(I: 665-668).
IEEE DOI 0312
BibRef

Thomaz, C.E.[Carlos E.], Gillies, D.F.[Duncan F.],
A New Fisher-Based Method Applied to Face Recognition,
CAIP03(596-605).
Springer DOI 0311
BibRef

Lee, H.J., Lee, W.S., Chung, J.H.,
Face Recognition Using Fisherface Algorithm and Elastic Graph Matching,
ICIP01(I: 998-1001).
IEEE DOI 0108
BibRef

Lemieux, A., Parizeau, M.,
Experiments on eigenfaces robustness,
ICPR02(I: 421-424).
IEEE DOI 0211
BibRef

Torres, L., Prado, D.,
A proposal for high compression of faces in video sequences using adaptive eigenspaces,
ICIP02(I: 189-192).
IEEE DOI 0210
BibRef

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

Krumm, J.,
Object Detection with Vector Quantized Binary Features,
CVPR97(179-185).
IEEE DOI 9704
Hough, developed from eigen faces; large training set 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 9610
BibRef

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

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

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


Last update:Aug 9, 2017 at 18:37:22