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IEEE Abstract.
IEEE DOI Link
9708
BibRef
Earlier: A2, A1, A3:
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0106
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Earlier:
From Few to Many: Generative Models for Recognition Under Variable Pose
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AFGR00(277-284).
IEEE DOI Link
Postscript Version.
0003
Generative, appearance-based approach. Small number of trainign images for
each face (different lighting conditions), reconstruct the shape and albedo
of the face to use for the generative part. Sample the pose space (of this
model). Use the Yale face data (10 people, 9 poses, 45 illuminations --
4050 images)(
See also Yale Face Database. ).
Training on 7 frontal pose with near-frontal illuminations
for each face (70 images). Compares 5 variations. Full pose model
(3-D) is best by far.
BibRef
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0501
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Nine Points of Light:
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IEEE Abstract.
PDF Version.
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To generate a more complete PCA model, take the pictures with 9 specific
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0307
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IEEE Abstract. Same face, different lighting.
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Shape from Shading.
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0005
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IEEE Abstract.
0008
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WWW Version.
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Improving the Robustness of Subspace FR System,
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Earlier:
Illuminating Light Field:
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IEEE Abstract.
0411
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WWW Version.
0405
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0202
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BibRef
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See also Facial Gender Classification Using Shape-from-Shading.
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9800
Choi, K.N.,
Facial Pose using Shape-from-Shading,
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PDF Version.
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9900
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Hancock, E.R.[Edwin R.],
Coarse View Synthesis Using Shape-from-Shading,
PR(36), No. 2, February 2003, pp. 439-449.
WWW Version.
0211
See also Reillumination-driven shape from shading.
See also Acquiring Height Data from a Single Image of a Face Using Local Shape Indicators.
BibRef
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Sclaroff, S.[Stan],
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0406
BibRef
Earlier:
Estimation and Prediction of Evolving Color Distributions for Skin
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IEEE Abstract.
IEEE DOI Link
0005
Evolve the skin-color model by translation, rotation and scaling in color
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See also Fast, Reliable Head Tracking under Varying Illumination: An Approach Based on Registration of Textured-Mapped 3D Models.
BibRef
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Aggarwal, G.[Gaurav],
Chellappa, R.[Rama],
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Appearance Characterization of Linear Lambertian Objects, Generalized
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PAMI(29), No. 2, February 2007, pp. 230-245.
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0701
Photometric Stereo. Generalize to handle all objects in a class (faces).
BibRef
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Chellappa, R.[Rama],
Face Recognition in the Presence of Multiple Illumination Sources,
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BibRef
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PR(40), No. 7, July 2007, pp. 2118-2125.
WWW Version.
0704
Face recognition; Illumination variation; Shadow compensation;
Linear discriminant analysis
BibRef
Choi, S.I.[Sang-Il],
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1102
BibRef
Earlier: A3, A1, A2:
Feature Extraction for Regression Problems and an Example Application
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ICIAR08(xx-yy).
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Face recognition; Illumination variation; Pose variation; Shadow
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BibRef
Choi, S.I.[Sang-Il],
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Shadow Compensation Using Fourier Analysis With Application to Face
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1101
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IVC(25), No. 9, 1 September 2007, pp. 1404-1413.
WWW Version.
0707
Portrait segmentation; Portrait fusion;
Visual background photography; Color temperature estimation;
Face color correction
BibRef
Shim, H.,
Luo, J.,
Chen, T.,
A Subspace Model-Based Approach to Face Relighting Under Unknown
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IP(17), No. 8, August 2008, pp. 1331-1341.
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0808
BibRef
Liu, Z.M.[Zhi-Ming],
Liu, C.J.[Cheng-Jun],
Fusion of the complementary Discrete Cosine Features in the YIQ color
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CVIU(111), No. 3, September 2008, pp. 249-262.
WWW Version.
0809
Decision level fusion; Discrete Cosine Features (DCF) method;
Discrete Cosine Transform (DCT); Face recognition;
Face Recognition Grand Challenge (FRGC); Feature level fusion;
Multiple face encoding; Multiple imaging; YIQ color space
BibRef
Liu, Z.M.[Zhi-Ming],
Liu, C.J.[Cheng-Jun],
A Hybrid Color and Frequency Features Method for Face Recognition,
IP(17), No. 10, October 2008, pp. 1975-1980.
IEEE DOI Link
0809
BibRef
And:
Fusing Frequency, Spatial and Color Features for Face Recognition,
BTAS08(1-6).
IEEE DOI Link
0809
BibRef
Liu, Z.M.[Zhi-Ming],
Liu, C.J.[Cheng-Jun],
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1006
BibRef
Earlier:
Robust Face Recognition Using Color Information,
ICB09(122-131).
Springer DOI Link
0906
Face Recognition Grand Challenge (FRGC); Gabor image representation;
Local binary patterns (LBP); The RCrQ hybrid color space; The YCbCr
color space; The YIQ color space; The RGB color space
BibRef
Gopalan, R.[Raghuraman],
Jacobs, D.W.[David W.],
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CVIU(114), No. 1, January 2010, pp. 135-145.
Elsevier DOI Link
WWW Version.
1001
Face recognition; Gradient direction; Lighting; Classifier comparison
and combination
BibRef
Chang, H.,
Koschan, A.,
Abidi, B.R.,
Abidi, M.A.,
Fusing continuous spectral images for face recognition under indoor and
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MVA(21), No. 2, February 2010, pp. xx-yy.
Springer DOI Link
1002
Acquire continuous spectral images to study fusions.
BibRef
Chang, H.[Hong],
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Abidi, M.A.[Mongi A.],
Kong, S.G.[Seong G.],
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0806
BibRef
Chang, H.,
Yao, Y.,
Koschan, A.F.,
Abidi, B.R.,
Abidi, M.A.,
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ICIP08(2756-2759).
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0810
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Yang, J.[Jian],
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PR(43), No. 4, April 2010, pp. 1454-1466.
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WWW Version.
1002
Color space; Color model; Face recognition; Face recognition grand
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Biometrics; Pattern recognition
BibRef
Kumar, R.[Ritwik],
Barmpoutis, A.[Angelos],
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Vemuri, B.C.[Baba C.],
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PAMI(33), No. 3, March 2011, pp. 533-567.
IEEE DOI Link
1102
BibRef
Earlier: A2, A1, A4, A3:
Beyond the Lambertian assumption: A generative model for Apparent BRDF
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IEEE DOI Link
0806
Model the illumination effects. Estimate the reflection and account for
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BibRef
Kumar, R.[Ritwik],
Vemuri, B.C.[Baba C.],
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Eigenbubbles: An Enhanced Apparent BRDF Representation,
ICPR10(1686-1689).
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1008
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Boom, B.J.[Bas J.],
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PR(44), No. 9, September 2011, pp. 1980-1989.
Elsevier DOI Link
WWW Version.
1106
BibRef
Earlier:
Model-Based Illumination Correction for Face Images in Uncontrolled
Scenarios,
CAIP09(33-40).
Springer DOI Link
0909
BibRef
Earlier:
Model-based reconstruction for illumination variation in face images,
FG08(1-6).
IEEE DOI Link
0809
Virtual illumination grid; Face recognition; Model-based face
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BibRef
Boom, B.J.[Bas J.],
Tao, Q.[Qian],
Spreeuwers, L.J.[Luuk J.],
Veldhuis, R.N.J.[Raymond N.J.],
Combining Illumination Normalization Methods for Better Face
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ICB09(404-413).
Springer DOI Link
0906
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Fan, C.N.[Chun-Nian],
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Homomorphic filtering based illumination normalization method for face
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WWW Version.
1106
Face recognition; Illumination; Homomorphic filter
BibRef
Xie, X.H.[Xiao-Hua],
Zheng, W.S.[Wei-Shi],
Lai, J.H.[Jian-Huang],
Yuen, P.C.[Pong C.],
Suen, C.Y.,
Normalization of Face Illumination Based on Large-and Small-Scale
Features,
IP(20), No. 7, July 2011, pp. 1807-1821.
IEEE DOI Link
1107
BibRef
Earlier: A1, A2, A3, A4, Only:
Face illumination normalization on large and small scale features,
CVPR08(1-8).
IEEE DOI Link
0806
BibRef
Wang, B.,
Li, W.,
Yang, W.,
Liao, Q.,
Illumination Normalization Based on Weber's Law With Application to
Face Recognition,
SPLetters(18), No. 8, August 2011, pp. 462-465.
IEEE DOI Link
1107
BibRef
Wang, S.J.[Su-Jing],
Yang, J.[Jian],
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Zhou, C.G.[Chun-Guang],
Tensor Discriminant Color Space for Face Recognition,
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IEEE DOI Link
1109
BibRef
Wang, J.W.,
Lee, J.S.,
Chen, W.Y.,
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SPLetters(18), No. 10, October 2011, pp. 567-570.
IEEE DOI Link
1109
BibRef
Liu, C.J.[Cheng-Jun],
Extracting discriminative color features for face recognition,
PRL(32), No. 14, 15 October 2011, pp. 1796-1804.
Elsevier DOI Link
WWW Version.
1110
Discriminative color features (DCF) method; Discriminant analysis;
Face Recognition Grand Challenge (FRGC); Novel similarity measure;
Face recognition
See also Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance.
BibRef
Dandpat, S.K.[Swarup Kumar],
Meher, S.[Sukadev],
Quality based illumination compensation for face recognition,
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1112
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Teoh, A.B.J.[Andrew Beng Jin],
Goh, Y.Z.,
Goh, M.,
Illuminated face normalization technique by using wavelet fusion and
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ICARCV08(422-427).
IEEE DOI Link
1109
BibRef
Li, B.[Billy],
An, S.[Senjian],
Liu, W.Q.[Wan-Quan],
Krishna, A.[Aneesh],
The MCF Model: Utilizing Multiple Colors for Face Recognition,
ICIG11(1029-1034).
IEEE DOI Link
1109
BibRef
Tsukada, M.[Masato],
Funayama, C.[Chisato],
Arai, M.[Masatoshi],
Dubout, C.[Charles],
Face Image Enhancement Taking into Account Lighting Behavior on a Face,
CAIP11(II: 479-488).
Springer DOI Link
1109
BibRef
Ishiyama, R.[Rui],
Yasukawa, N.[Nobuyuki],
Extracting Scene-Dependent Discriminant Features for Enhancing Face
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Subspace10(424-433).
Springer DOI Link
1109
BibRef
Dubout, C.[Charles],
Tsukada, M.[Masato],
Ishiyama, R.[Rui],
Funayama, C.[Chisato],
Susstrunk, S.[Sabine],
Face image enhancement using 3D and spectral information,
ICIP09(697-700).
IEEE DOI Link
0911
BibRef
Ishiyama, R.[Rui],
Tsukada, M.[Masato],
Specularity removal for enhancing face recognition,
ICIP09(57-60).
IEEE DOI Link
0911
BibRef
Kanan, C.[Christopher],
Flores, A.[Arturo],
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Color Constancy Algorithms for Object and Face Recognition,
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Springer DOI Link
1011
BibRef
Xu, L.[Li],
Huang, L.[Lei],
Liu, C.P.[Chang-Ping],
Raw vs. Processed: How to Use the Raw and Processed Images for Robust
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ICPR10(2692-2695).
IEEE DOI Link
1008
BibRef
Rizo-Rodriguez, D.[Dayron],
Méndez-Vázquez, H.[Heydi],
García, E.[Edel],
San Martín, C.[César],
Meza, P.[Pablo],
Quaternion Correlation Filters for Illumination Invariant Face
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CIARP11(467-474).
Springer DOI Link
1111
BibRef
Rizo-Rodríguez, D.[Dayron],
Méndez-Vázquez, H.[Heydi],
García-Reyes, E.[Edel],
Illumination Invariant Face Image Representation Using Quaternions,
CIARP10(434-441).
Springer DOI Link
1011
BibRef
And:
An Illumination Quality Measure for Face Recognition,
ICPR10(1477-1480).
IEEE DOI Link
1008
BibRef
Hemery, B.[Baptiste],
Schwartzmann, J.J.[Jean-Jacques],
Rosenberger, C.[Christophe],
Study on Color Spaces for Single Image Enrolment Face Authentication,
ICPR10(1249-1252).
IEEE DOI Link
1008
BibRef
Kumar, R.[Ritwik],
Jones, M.[Michael],
Marks, T.K.[Tim K.],
Morphable Reflectance Fields for enhancing face recognition,
CVPR10(2606-2613).
IEEE DOI Link
1006
See also Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters. Deal with illumination variations.
BibRef
Beveridge, J.R.[J. Ross],
Bolme, D.S.[David S.],
Draper, B.A.[Bruce A.],
Givens, G.H.[Geof H.],
Lui, Y.M.[Yui Man],
Phillips, P.J.[P. Jonathon],
Quantifying how lighting and focus affect face recognition performance,
Biometrics10(74-81).
IEEE DOI Link
1006
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Faaya, T.H.[Tiwuya H.],
Toygar, Ö.[Önsen],
Illumination Invariant Face Recognition under Various Facial
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ICISP08(304-311).
Springer DOI Link
0807
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Unaldi, N.[Numan],
Sankaran, P.[Praveen],
Asari, V.K.[Vijayan K.],
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Image enhancement for improving face detection under non-uniform
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ICIP08(1332-1335).
IEEE DOI Link
0810
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Qiao, X.[Xu],
Chen, Y.W.[Yen-Wei],
Han, X.H.[Xian-Hua],
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Nakao, K.[Keisuke],
Synthesis of multiple pose facial images using tensor-based subspace
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Subspace09(219-226).
IEEE DOI Link
0910
BibRef
Chen, Y.W.[Yen-Wei],
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Qiao, X.[Xu],
Igarashi, T.[Takanori],
Nakao, K.[Keisuke],
Kashimoto, A.[Akio],
Multi-angle View, Illumination and Cosmetic Facial Image Database
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SSPR08(411-420).
Springer DOI Link
0812
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Sellahewa, H.[Harin],
Jassim, S.A.[Sabah A.],
Illumination and Expression Invariant Face Recognition:
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BTAS08(1-6).
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0809
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Holappa, J.[Jukka],
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0809
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Moore, B.[Brendan],
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BTAS08(1-8).
IEEE DOI Link
0809
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Illumination Invariant Face Recognition: A Survey,
BTAS07(1-8).
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Survey, Face Recognition.
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Méndez-Vázquez, H.[Heydi],
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Chan, C.H.[Chi-Ho],
García-Reyes, E.[Edel],
On Combining Local DCT with Preprocessing Sequence for Face Recognition
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CIARP10(410-417).
Springer DOI Link
1011
BibRef
Méndez-Vázquez, H.[Heydi],
García-Reyes, E.[Edel],
Condes-Molleda, Y.[Yadira],
A new image division for LBP method to improve face recognition under
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ICPR08(1-4).
IEEE DOI Link
0812
BibRef
And:
A New Combination of Local Appearance Based Methods for Face
Recognition under Varying Lighting Conditions,
CIARP08(535-542).
Springer DOI Link
0809
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Chang, L.[Leonardo],
Rodés, I.[Ivis],
Méndez, H.[Heydi],
del Toro, E.[Ernesto],
Best-Shot Selection for Video Face Recognition Using FPGA,
CIARP08(543-550).
Springer DOI Link
0809
BibRef
Jiang, X.Y.[Xiao-Yue],
Kong, Y.O.[Yuk On],
Huang, J.G.[Jian-Guo],
Zhao, R.C.[Rong-Chun],
Zhang, Y.N.[Yan-Ning],
Learning from Real Images to Model Lighting Variations for Face Images,
ECCV08(IV: 284-297).
Springer DOI Link
0810
BibRef
Zhang, Y.Y.[Yao-Yao],
Tian, J.[Jie],
He, X.G.[Xiao-Guang],
Yang, X.[Xin],
MQI Based Face Recognition Under Uneven Illumination,
ICB07(290-298).
Springer DOI Link
0708
BibRef
Guo, Y.C.[Yu-Cong],
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Zhan, H.[Huangyuan],
Song, J.[Jing],
A Novel Illumination Normalization Method for Face Recognition,
IWBRS05(23).
Springer DOI Link
0601
BibRef
Chen, C.P.[Chia-Ping],
Chen, C.S.[Chu-Song],
Lighting Normalization with Generic Intrinsic Illumination Subspace for
Face Recognition,
ICCV05(II: 1089-1096).
IEEE DOI Link
0510
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Abhyankar, A.[Aditya],
Schuckers, S.A.C.[Stephanie A.C.],
Characterization, Similarity Score and Uniqueness Associated with
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AVBPA05(301).
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0509
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Huang, C.J.[Chi-Jaung],
Ho, M.C.[Ming-Che],
Chiang, C.C.[Cheng-Chin],
Feature-based detection of faces in color images,
ICIP04(III: 2027-2030).
IEEE DOI Link
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Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Skin Color Models .