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 Abstract. 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,
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 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.
IEEE Abstract.
IEEE DOI Link 9708
Face Recognition. BibRef
Earlier: EVL96(99-130). BibRef
Earlier:
Probabilistic Visual Learning for Object Detection,
ICCV95(786-793).
IEEE DOI Link
IEEE DOI Link 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 Version. 0011
BibRef
Earlier:
Efficient MAP/ML Similarity Matching for Visual Recognition,
ICPR98(Vol I: 876-881).
IEEE DOI Link 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 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 DOI Link 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. 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 DOI Link 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

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 DOI Link
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 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.
Elsevier DOI Link 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

Jun, B.J.[Bong-Jin], Kim, T.[Taewan], Kim, D.J.[Dai-Jin],
A compact local binary pattern using maximization of mutual information for face analysis,
PR(44), No. 3, March 2011, pp. 532-543.
Elsevier DOI Link
WWW Version. 1011
Local binary pattern; Feature selection; Compact LBP; Maximization of mutual information; Face recognition; Facial expression recognition 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. 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. 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

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
BibRef
Earlier: A1, A2, A3, A4, Only:
Feature Extraction based on Local Maximum Margin Criterion,
ICPR08(1-4).
IEEE DOI Link 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 Link 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 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).
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 Version. 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 Version. 0505
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 Link 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 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).
IEEE DOI Link 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 Link 0711
BibRef

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

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

Savvides, M., Kumar, B.V.K.V., Khosla, P.K.,
Cancelable biometric filters for face recognition,
ICPR04(III: 922-925).
IEEE DOI Link 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 Link 0801
Decompose space into 3 parts and regularize over each. 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 Link 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 Link
WWW Version. 1004
BibRef
Earlier: A1, A2, A4, Only:
Verification of human faces using predicted eigenvalues,
ICPR08(1-4).
IEEE DOI Link 0812
PCA; LDA; Feature extraction; Dimensionality reduction; Face verification 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.
WWW Version. 0804
BibRef

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 Link 0507
BibRef

Kong, H., Teoh, E.K., Wang, J.G., Kambhamettu, C.,
Generalized 2D Fisher Discriminant Analysis,
BMVC05(xx-yy).
HTML Version. 0509
BibRef

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 Version. 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.[Lusha],
A novel kernel discriminant feature extraction framework based on mapped virtual samples for face recognition,
ICIP11(3005-3008).
IEEE DOI Link 1201
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).
IEEE DOI Link 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 Link 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 Version. 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 Link
WWW Version. 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
BibRef

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 Link 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 Link
WWW Version. 0911
BibRef
Earlier: A2, A1, Only:
Face recognition based on neighbourhood discriminant preserving embedding,
ICARCV08(428-433).
IEEE DOI Link 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 Link
WWW Version. 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.],
Joint dynamic sparse representation for multi-view face recognition,
PR(45), No. 4, April 2012, pp. 1290-1298.
Elsevier DOI Link
WWW Version. 1112
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And: A1, A2, A3, A4:
Multi-observation visual recognition via joint dynamic sparse representation,
ICCV11(595-602).
IEEE DOI Link 1201
BibRef
Earlier: A1, A2, A4, A3:
Multi-view face recognition via joint dynamic sparse representation,
ICIP11(3025-3028).
IEEE DOI Link 1201
Multi-view face recognition; Joint dynamic sparsity; Joint dynamic sparse representation based classification 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.],
Close the loop: Joint blind image restoration and recognition with sparse representation prior,
ICCV11(770-777).
IEEE DOI Link 1201
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Wang, L.[Lei], Ji, H.B.[Hong-Bing], Shi, Y.[Ya],
Face recognition using maximum local Fisher Discriminant Analysis,
ICIP11(1737-1740).
IEEE DOI Link 1201
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Yule, D.[Daniel], Chen, L.[Liang],
Face recognition through regional weight estimation,
ICIP11(1761-1764).
IEEE DOI Link 1201
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Kang, C.C.[Cui-Cui], Liao, S.C.[Sheng-Cai], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
Kernel sparse representation with local patterns for face recognition,
ICIP11(3009-3012).
IEEE DOI Link 1201
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Jiang, M.[Mingyang], Feng, J.F.[Ju-Fu],
Robust low-rank subspace recovery and face image denoising for face recognition,
ICIP11(3033-3036).
IEEE DOI Link 1201
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Inoue, K.[Koji], Kuroki, Y.[Yoshimitsu],
Illumination-robust face recognition via sparse representation,
VCIP11(1-4).
IEEE DOI Link 1201
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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],
Locality-constrained group sparse representation for robust face recognition,
ICIP11(761-764).
IEEE DOI Link 1201
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Chen, Z.H.[Zhao-Hua], Xu, T.R.[Ting-Rong], Han, Z.Y.[Zhi-Yuan],
Occluded face recognition based on the improved SVM and block weighted LBP,
IASP11(118-122).
IEEE DOI Link 1112
Local binary patterns 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 Link 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 Link 0909
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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).
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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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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
BibRef
Earlier:
A Unified Framework of Subspace and Distance Metric Learning for Face Recognition,
AMFG07(250-260).
Springer DOI Link 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 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
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 Link 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 Link 1009
BibRef

Yang, J.C.[Jian-Chao], Yang, S.C.[Shui-Cheng], Fu, Y.[Yun], Li, X.L.[Xue-Long], Huang, T.S.[Thomas S.],
Non-negative graph embedding,
CVPR08(1-8).
IEEE DOI Link 0806
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 Link 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).
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Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
ICA, PCA in Face Recognition .


Last update:Feb 8, 2012 at 11:25:05