22.2.2.6 Face Recognition Using Three-Dimensional Models, 3-D Models

Chapter Contents (Back)
Face Recognition. Application, Face Recognition. Model-Based Vision. Depth. 3-D. 3-D Face. 3-D models for face recognition. 3D models for face recognition.
See also Face Hallucination for Recognition Using Three-Dimensional Models.
See also Face Alignment, Registration, Recognition. Stereo related matching:
See also Face Recogniton, Stereo Based, Multiple Images.
See also Face Model Generation, Three-Dimensional Models.
See also Finding Three-Dimensional Facial Features, 3-D Face Features.
See also Face Frontalization.

A4Vision,
2004. 3D Face Recognition
WWW Link. Vendor, Face Recognition. Part of
See also Bioscrypt.

NeuroTechnologija,
2007. Various biometrics products.
WWW Link. Vendor, Face Recognition. Vendor, Fingerprints.

Human Recognition Systems,
2007. Various biometrics products.
WWW Link. Vendor, Face Recognition. Vendor, Iris Recognition.

Animetrics Inc.,
2003. 3-D Face Recognition systems
WWW Link. Vendor, Face Recognition. Cloud-based web service face search and retrieval. 2-D and 3-D face search.

Cognitec Systems,
2005. Face Recognition systems
WWW Link. Vendor, Face Recognition.

Guradia,
2006. 3-D and Infrared Face Recognition systems.
WWW Link. Vendor, Face Recognition.

Viisage,
2006. Face Recognition.
WWW Link. Vendor, Face Recognition. Part of L-1 Identity Solutions (
See also L1 Identity Solutions. ).

Geometrix,
2007.
HTML Version. Vendor, Face Recognition. Biometrics. 3-D based Face recognition systems. Other products include 2-D face, integrating 2-D and 3-D, face models, etc.

Chang, S.D., Rioux, M., Domey, J.,
Face Recognition with Range Images and Intensity Images,
OptEng(36), No. 4, April 1997, pp. 1106-1112. 9705
BibRef

Beumier, C.[Charles], Acheroy, M.[Marc],
Automatic 3D face authentication,
IVC(18), No. 4, March 2000, pp. 315-321.
Elsevier DOI 0003
BibRef
Earlier:
Automatic Face Authentication from 3d surface,
BMVC98(xx-yy). BibRef

Beumier, C.[Charles], Acheroy, M.[Marc],
Face verification from 3D and grey level clues,
PRL(22), No. 12, October 2001, pp. 1321-1329.
Elsevier DOI 0108
BibRef
Earlier:
See also SIC DB: multi-modal database for person authentication. BibRef

Eraslan, A.H.[Arsev H.],
Three-dimensional face identification system,
US_Patent6,381,346, Apr 30, 2002
WWW Link. BibRef 0204
And: US_Patent6,801,641, Oct 5, 2004
WWW Link. BibRef

Tsalakanidou, F.[Filareti], Malassiotis, S.[Sotiris], Strintzis, M.G.[Michael G.],
Face Localization and Authentication Using Color and Depth Images,
IP(14), No. 2, February 2005, pp. 152-168.
IEEE DOI 0501
BibRef
Earlier:
Exploitation of 3D images for face authentication under pose and illumination variations,
3DPVT04(50-57).
IEEE DOI 0412
BibRef
And:
Integration of 2D and 3D images for enhanced face authentication,
AFGR04(266-271).
IEEE DOI 0411

See also 3D face and hand biometric system for robust user-friendly authentication, A.
See also Real-time acquisition of depth and color images using structured light and its application to 3D face recognition. BibRef

Tsalakanidou, F.[Filareti], Malassiotis, S.[Sotiris], Strintzis, M.G.[Michael G.],
A 2D+3D face identification system for surveillance applications,
AVSBS07(194-199).
IEEE DOI 0709
BibRef

Tsalakanidou, F.[Filareti], Malassiotis, S.[Sotiris],
Application and Evaluation of a 2D+3D Face Authentication System,
3DTV07(1-4).
IEEE DOI 0705
BibRef

Bronstein, A.M.[Alexander M.], Bronstein, M.M.[Michael M.], Kimmel, R.[Ron],
Three-Dimensional Face Recognition,
IJCV(64), No. 1, August 2005, pp. 5-30.
Springer DOI 0506
BibRef
Earlier:
Expression-Invariant 3D Face Recognition,
AVBPA03(62-69).
Springer DOI 0310
BibRef

Bronstein, A.M.[Alexander M.], Bronstein, M.M.[Michael M.], Kimmel, R.[Ron],
Expression-Invariant Representations of Faces,
IP(16), No. 1, January 2007, pp. 188-197.
IEEE DOI 0701
BibRef
Earlier:
Facetoface: An Isometric Model for Facial Animation,
AMDO06(38-47).
Springer DOI 0607
BibRef
And:
Robust Expression-Invariant Face Recognition from Partially Missing Data,
ECCV06(III: 396-408).
Springer DOI 0608
BibRef
Earlier:
Expression-Invariant Face Recognition via Spherical Embedding,
ICIP05(III: 756-759).
IEEE DOI 0512
BibRef
And:
Isometric Embedding of Facial Surfaces into S3,
ScaleSpace05(622-631).
Springer DOI 0505
BibRef

Bronstein, A.M.[Alexander M.], Bronstein, M.M.[Michael M.], Spira, A.[Alon], Kimmel, R.[Ron],
Face Recognition from Facial Surface Metric,
ECCV04(Vol II: 225-237).
Springer DOI 0405
3D surface model of the face. BibRef

Bronstein, A.M., Bronstein, M.M., Gordon, E., Kimmel, R.,
Fusion of 2D and 3D data in three-dimensional face recognition,
ICIP04(I: 87-90).
IEEE DOI 0505
BibRef

Rosman, G.[Guy], Bronstein, M.M.[Michael M.], Bronstein, A.M.[Alexander M.], Kimmel, R.[Ron],
Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding,
IJCV(89), No. 1, August 2010, pp. xx-yy.
Springer DOI 1004
BibRef
Earlier: A1, A3, A2, A4:
Topologically Constrained Isometric Embedding,
HumMotBook08(10). 0802
BibRef

Perronnin, F.[Florent], Dugelay, J.L.[Jean-Luc], Rose, K.,
A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition,
PAMI(27), No. 7, July 2005, pp. 1157-1171.
IEEE Abstract. 0506
BibRef
Earlier:
Deformable face mapping for person identification,
ICIP03(I: 661-664).
IEEE DOI 0312
BibRef

Perronnin, F.[Florent], Dugelay, J.L.[Jean-Luc],
Discriminative Face Recognition,
AVBPA03(446-453).
Springer DOI 0310
BibRef

Mahoor, M.H.[Mohammad H.], Abdel-Mottaleb, M.[Mohamed],
Face recognition based on 3D ridge images obtained from range data,
PR(42), No. 3, March 2009, pp. 445-451.
Elsevier DOI 0711
BibRef
Earlier:
3D Face Recognition Based on 3D Ridge Lines in Range Data,
ICIP07(I: 137-140).
IEEE DOI 0709
3D face recognition; Gaussian curvature; Iterative closest points; Hausdorff distance; Range image; Ridge image
See also Automatic facial feature extraction and 3D face modeling using two orthogonal views with application to 3D face recognition. BibRef

Samir, C.[Chafik], Srivastava, A.[Anuj], Daoudi, M.[Mohamed],
Three-Dimensional Face Recognition Using Shapes of Facial Curves,
PAMI(28), No. 11, November 2006, pp. 1858-1863.
IEEE DOI 0609
Surfaces by unions of level curves. BibRef

Chen, Q.R.[Qin-Ran], Cham, W.K.[Wai-Kuen],
3D Model Based Pose Invariant Face Recognition from a Single Frontal View,
ELCVIA(6), No. 1, 2007, pp. 13-26.
DOI Link 0704
BibRef

Chen, Q.R.[Qin-Ran], Yao, J.[Jian], Cham, W.K.[Wai-Kuen],
3D Model-Based Pose Invariant Face Recognition from Multiple Views,
IET-CV(1), No. 1, March 2007, pp. 25-34.
DOI Link 0905
BibRef

Zhao, C.[Cong], Cham, W.K.[Wai-Kuen], Wang, X.G.[Xiao-Gang],
Joint face alignment with a generic deformable face model,
CVPR11(561-568).
IEEE DOI 1106
BibRef

Passalis, G.[Georgios], Kakadiaris, I.A.[Ioannis A.], Theoharis, T.[Theoharis],
Intraclass Retrieval of Nonrigid 3D Objects: Application to Face Recognition,
PAMI(29), No. 2, February 2007, pp. 218-229.
IEEE DOI 0701
Database retrieval for large collections already sorted into primary classes (e.g. faces). For latest version:
WWW Link.
See also Reconstruction of Three-Dimensional Objects through Matching of Their Parts. BibRef

Kakadiaris, I.A., Passalis, G., Toderici, G., Murtuza, M.N., Lu, Y.L.[Yun-Liang], Karampatziakis, N., Theoharis, T.,
Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach,
PAMI(29), No. 4, April 2007, pp. 640-649.
IEEE DOI 0703
Evaluation, Face Recognition. BibRef
Earlier: A1, A2, A3, A4, A7 Only:
3D Face Recognition,
BMVC06(III:869).
PDF File. 0609
BibRef
Earlier: A2, A1, A7, A3, A4 Only:
Evaluation of 3D Face Recognition in the presence of facial expressions: an Annotated Deformable Model approach,
FRGC05(III: 171-171).
IEEE DOI 0507

See also Ethnicity- and Gender-based Subject Retrieval Using 3-D Face-Recognition Techniques. BibRef

Kakadiaris, I.A.[Ioannis A.], Toderici, G.[George], Evangelopoulos, G.[Georgios], Passalis, G.[Georgios], Chu, D.[Dat], Zhao, X.[Xi], Shah, S.K.[Shishir K.], Theoharis, T.[Theoharis],
3D-2D face recognition with pose and illumination normalization,
CVIU(154), No. 1, 2017, pp. 137-151.
Elsevier DOI 1612
Face and gesture recognition BibRef

Chu, D., Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
3D face recognition for partial data using Semi-Coupled Dictionary Learning,
FG13(1-8)
IEEE DOI 1309
face recognition
See also Sparse Representation-Based Super Resolution for Face Recognition At a Distance. BibRef

Zhao, X.[Xi], Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
Illumination alignment using lighting ratio: Application to 3D-2D face recognition,
FG13(1-6)
IEEE DOI 1309
BibRef
Earlier:
Illumination Normalization Using Self-lighting Ratios for 3D2D Face Recognition,
Face12(II: 220-229).
Springer DOI 1210
face recognition BibRef

Leng, M., Kakadiaris, I.A.[Ioannis A.],
Confidence-Driven Network for Point-to-Set Matching,
ICPR18(3414-3420)
IEEE DOI 1812
Feature extraction, Probes, Face, Computer architecture, Training, Pattern matching, Face recognition BibRef

Zeng, Z.H.[Zhi-Hong], Fang, T.H.[Tian-Hong], Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
Personalized 3D-Aided 2D Facial Landmark Localization,
ACCV10(II: 633-646).
Springer DOI 1011
BibRef

Perakis, P.[Panagiotis], Theoharis, T.[Theoharis], Kakadiaris, I.A.[Ioannis A.],
Feature fusion for facial landmark detection,
PR(47), No. 9, 2014, pp. 2783-2793.
Elsevier DOI 1406
Facial landmarks BibRef

Perakis, P., Passalis, G.[Georgios], Theoharis, T.[Theoharis], Toderici, G., Kakadiaris, I.A.[Ioannis A.],
Partial matching of interpose 3D facial data for face recognition,
BTAS09(1-8).
IEEE DOI 0909
BibRef

Passalis, G.[Georgios], Perakis, P.[Panagiotis], Theoharis, T.[Theoharis], Kakadiaris, I.A.[Ioannis A.],
Using Facial Symmetry to Handle Pose Variations in Real-World 3D Face Recognition,
PAMI(33), No. 10, October 2011, pp. 1938-1951.
IEEE DOI 1109
BibRef
Earlier: A2, A3, A1, A4:
Automatic 3d Facial Region Retrieval From Multi-Pose Facial Datasets,
3DOR09(37-44)
PDF File.
DOI Link 1301
3D uses symmetry to get pose invariant. BibRef

Al-Osaimi, F.R.[Faisal R.], Bennamoun, M.[Mohammed], Mian, A.S.[Ajmal S.],
Integration of local and global geometrical cues for 3D face recognition,
PR(41), No. 3, March 2008, pp. 1030-1040.
Elsevier DOI 0711
BibRef
Earlier:
Interest-point Based Face Recognition from Range Images,
BMVC07(xx-yy).
PDF File. 0709
BibRef

Al-Osaimi, F.R.[Faisal R.], Bennamoun, M.[Mohammed], Mian, A.S.[Ajmal S.],
Illumination normalization of facial images by reversing the process of image formation,
MVA(22), No. 6, November 2011, pp. 899-911.
WWW Link. 1110
BibRef
Earlier:
Illumination Normalization for Color Face Images,
ISVC06(I: 90-101).
Springer DOI 0611
3D representation; Unified feature; Tensor field; Face recognition BibRef

Al-Osaimi, F.R.[Faisal R.], Bennamoun, M.[Mohammed], Mian, A.S.[Ajmal S.],
An Expression Deformation Approach to Non-rigid 3D Face Recognition,
IJCV(81), No. 3, March 2009, pp. xx-yy.
Springer DOI 0902
BibRef
Earlier:
On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations,
ICB09(22-31).
Springer DOI 0906
BibRef

Al-Osaimi, F.R.[Faisal R.], Bennamoun, M.[Mohammed], Mian, A.S.[Ajmal S.],
Spatially Optimized Data-Level Fusion of Texture and Shape for Face Recognition,
IP(21), No. 2, February 2012, pp. 859-872.
IEEE DOI 1201
BibRef

Mian, A.S.[Ajmal S.],
Face Recognition Using Contourlet Transform and Multidirectional Illumination from a Computer Screen,
ACIVS10(II: 332-344).
Springer DOI 1012
BibRef

Mian, A.S.[Ajmal S.], Bennamoun, M.[Mohammed], Owens, R.A.[Robyn A.],
Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes,
PAMI(28), No. 10, October 2006, pp. 1584-1601.
IEEE DOI 0609
Dataset, 3-D Data.
HTML Version. And
HTML Version. BibRef
Earlier:
3D Recognition and Segmentation of Objects in Cluttered Scenes,
WACV05(I: 8-13).
IEEE DOI 0502
BibRef
And:
Region-based Matching for Robust 3D Face Recognition,
BMVC05(xx-yy).
HTML Version. 0509
BibRef
And:
Matching Tensors for Pose Invariant Automatic 3D Face Recognition,
SafeSecur05(III: 120-120).
IEEE DOI 0507
BibRef
Earlier:
Performance analysis of an improved tensor based correspondence algorithm for automatic 3d modeling,
ICIP04(III: 1951-1954).
IEEE DOI 0505
BibRef
And:
Matching Tensors for Automatic Correspondence and Registration,
ECCV04(Vol II: 495-505).
Springer DOI 0405
Model range data with tensors. Match stored tensor representations. BibRef

Mian, A.S.[Ajmal S.], Bennamoun, M.[Mohammed], Owens, R.A.[Robyn A.],
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition,
PAMI(29), No. 11, November 2007, pp. 1927-1943.
IEEE DOI 0711
BibRef
Earlier:
2D and 3D Multimodal Hybrid Face Recognition,
ECCV06(III: 344-355).
Springer DOI 0608
BibRef
And:
Face Recognition Using 2D and 3D Multimodal Local Features,
ISVC06(I: 860-870).
Springer DOI 0611
BibRef
And:
Automatic 3D Face Detection, Normalization and Recognition,
3DPVT06(735-742).
IEEE DOI 0606
BibRef

Mian, A.S.[Ajmal S.], Bennamoun, M.[Mohammed], Owens, R.A.[Robyn A.],
Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition,
IJCV(79), No. 1, August 2008, pp. xx-yy.
Springer DOI 0804
BibRef
Earlier:
Keypoint Identification and Feature-Based 3D Face Recognition,
ICB07(163-171).
Springer DOI 0708

See also Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes.
See also Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images, A. BibRef

Mian, A.S.[Ajmal S.], Bennamoun, M.[Mohammed], Owens, R.A.[Robyn A.],
On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes,
IJCV(89), No. 2-3, September 2010, pp. xx-yy.
Springer DOI 1006

See also Online Learning from Local Features for Video-Based Face Recognition. BibRef

Mian, A.S.[Ajmal S.],
Robust realtime feature detection in raw 3D face images,
WACV11(220-226).
IEEE DOI 1101
BibRef
Earlier:
Shade Face: Multiple image-based 3D face recognition,
3DIM09(1833-1839).
IEEE DOI 0910

See also Comparison of Visible, Thermal Infra-Red and Range Images for Face Recognition. BibRef

Lei, Y.J.[Yin-Jie], Bennamoun, M.[Mohammed], El-Sallam, A.A.[Amar A.],
An efficient 3D face recognition approach based on the fusion of novel local low-level features,
PR(46), No. 1, January 2013, pp. 24-37.
Elsevier DOI 1209
3D face recognition; 3D geometric feature; SVM; Feature-level fusion; Score-level fusion BibRef

Lei, Y.J.[Yin-Jie], Bennamoun, M.[Mohammed], Hayat, M.[Munawar], Guo, Y.L.[Yu-Lan],
An efficient 3D face recognition approach using local geometrical signatures,
PR(47), No. 2, 2014, pp. 509-524.
Elsevier DOI 1311
3D biometrics BibRef

Elaiwat, S., Bennamoun, M., Boussaid, F., El-Sallam, A.A.[Amar A.],
3-D Face Recognition Using Curvelet Local Features,
SPLetters(21), No. 2, February 2014, pp. 172-175.
IEEE DOI 1402
curvelet transforms BibRef

Hayat, M.[Munawar], Bennamoun, M.[Mohammed], Lei, Y.J.[Yin-Jie], El-Sallam, A.A.[Amar A.],
Novel low level local features for 3D expression invariant face recognition,
ICARCV12(194-198).
IEEE DOI 1304
BibRef

Pansang, S.[Seri], Attachoo, B.[Boonwat], Kimpan, C.[Chom], Sato, M.[Makoto],
Invariant Range Image Multi-Pose Face Recognition Using Gradient Face, Membership Matching Score and 3-Layer Matching Search,
IEICE(E88-D), No. 2, February 2005, pp. 268-277.
DOI Link 0502
BibRef

Llonch, R.S.[Roser Sala], Kokiopoulou, E.[Effrosyni], Tosic, I.[Ivana], Frossard, P.[Pascal],
3D face recognition with sparse spherical representations,
PR(43), No. 3, March 2010, pp. 824-834.
Elsevier DOI 1001
BibRef
Earlier:
3D face recognition using sparse spherical representations,
ICPR08(1-4).
IEEE DOI 0812
Sparse representations; Dimensionality reduction; Spherical representations; 3D face recognition BibRef

Kelkboom, E.J.C., Molina, G.G.[G. Garcia], Breebaart, J., Veldhuis, R.N.J., Kevenaar, T.A.M., Jonker, W.,
Binary Biometrics: An Analytic Framework to Estimate the Performance Curves Under Gaussian Assumption,
SMC-A(40), No. 3, May 2010, pp. 555-571.
IEEE DOI 1003
BibRef
Earlier: A1, A2, A5, A4, A6, Only:
Binary Biometrics: An Analytic Framework to Estimate the Bit Error Probability under Gaussian Assumption,
BTAS08(1-6).
IEEE DOI 0809
BibRef

Kelkboom, E.J.C., Gökberk, B., Kevenaar, T.A.M., Akkermans, A.H.M., van der Veen, M.,
3D Face: Biometric Template Protection for 3D Face Recognition,
ICB07(566-573).
Springer DOI 0708
BibRef

Gupta, S.[Shalini], Markey, M.K.[Mia K.], Bovik, A.C.[Alan C.],
Anthropometric 3D Face Recognition,
IJCV(90), No. 3, December 2010, pp. 331-349.
WWW Link. 1011
BibRef

Gupta, S.[Shalini], Aggarwal, J.K., Markey, M.K.[Mia K.], Bovik, A.C.[Alan C.],
3D Face Recognition Founded on the Structural Diversity of Human Faces,
CVPR07(1-7).
IEEE DOI 0706
BibRef

Jahanbin, S.[Sina], Jahanbin, R.[Rana], Bovik, A.C.[Alan C.],
Passive Three Dimensional Face Recognition Using Iso-Geodesic Contours and Procrustes Analysis,
IJCV(105), No. 1, October 2013, pp. 87-108.
WWW Link. 1308
BibRef

Jahanbin, S.[Sina], Choi, H.H.[Hyo-Hoon], Liu, Y.[Yang], Bovik, A.C.[Alan C.],
Three Dimensional Face Recognition Using Iso-Geodesic and Iso-Depth Curves,
BTAS08(1-6).
IEEE DOI 0809
BibRef

Jahanbin, S.[Sina], Choi, H.H.[Hyo-Hoon], Bovik, A.C.[Alan C.], Castleman, K.R.[Kenneth R.],
Three Dimensional Face Recognition using Wavelet Decomposition of Range Images,
ICIP07(I: 145-148).
IEEE DOI 0709
BibRef

Jahanbin, S.[Sina], Choi, H.H.[Hyo-Hoon], Jahanbin, R.[Rana], Bovik, A.C.[Alan C.],
Automated facial feature detection and face recognition using Gabor features on range and portrait images,
ICIP08(2768-2771).
IEEE DOI 0810
BibRef
Earlier: A1, A4, A2, Only:
Automated Facial Feature Detection from Portrait and Range Images,
Southwest08(25-28).
IEEE DOI 0803
BibRef

Berretti, S.[Stefano], del Bimbo, A.[Alberto], Pala, P.[Pietro],
3D Face Recognition Using Isogeodesic Stripes,
PAMI(32), No. 12, December 2010, pp. 2162-2177.
IEEE DOI 1011
BibRef
And:
Minimal-Redundancy Maximal-Relevance Selection of Facial Regions for 3D Face Recognition,
3DPVT10(xx-yy).
WWW Link. 1005
BibRef
Earlier:
3D Face Recognition by Spatial Arrangement of Iso-Geodesic Surfaces,
3DTV08(365-368).
IEEE DOI 0805
BibRef
And:
3D face retrieval using integral geometric shape information,
CIVR08(395-396). 0807
BibRef

Berretti, S.[Stefano], Werghi, N.[Naoufel], del Bimbo, A.[Alberto], Pala, P.[Pietro],
Selecting stable keypoints and local descriptors for person identification using 3D face scans,
VC(30), No. 11, November 2014, pp. 1275-1292.
WWW Link. 1411
BibRef
Earlier: A2, A1, A3, A4:
Local descriptors matching for 3D face recognition,
ICIP13(3710-3714)
IEEE DOI 1402
3D face recognition; 3D keypoints BibRef

Berretti, S.[Stefano], del Bimbo, A.[Alberto], Pala, P.[Pietro],
Partial Match Of 3d Faces Using Facial Curves Between Sift Keypoints,
3DOR11(117-120)
PDF File.
DOI Link 1301
BibRef
Earlier:
Recognition of 3D faces with missing parts based on profile networks,
3DOR10(81-86).
DOI Link 1111
BibRef
And:
Facial curves between keypoints for recognition of 3D faces with missing parts,
Biometrics11(46-51).
IEEE DOI 1106
BibRef

Mata, F.J.S.[Francisco José Silva], Castellanos, E.G.[Elaine Grenot], Muñoz-Briseño, A.[Alfredo], Talavera-Bustamante, I.[Isneri], Berretti, S.[Stefano],
3D Face Recognition in Continuous Spaces,
CIAP17(II:3-13).
Springer DOI 1711
BibRef

Berretti, S.[Stefano], del Bimbo, A.[Alberto], Pala, P.[Pietro], Silva Mata, F.J.[Francisco Josè],
Face Recognition by SVMs Classification And Manifold Learning of 2D and 3D Radial Geodesic Distances,
3DOR08(57-64)
PDF File.
DOI Link 1301
BibRef
Earlier:
Face Recognition by Matching 2D and 3D Geodesic Distances,
MCAM07(444-453).
Springer DOI 0706
BibRef

Kusuma, G.P.[Gede Putra], Chua, C.S.[Chin-Seng],
PCA-based image recombination for multimodal 2D + 3D face recognition,
IVC(29), No. 5, April 2011, pp. 306-316.
Elsevier DOI 1103
Image recombination; PCA transformation; Multimodal; Face recognition BibRef

Kusuma, G.P.[Gede Putra], Chua, C.S.[Chin-Seng], Toh, H.,
Recombination of 2D and 3D Images for Multimodal 2D + 3D Face Recognition,
PSIVT10(76-81).
IEEE DOI 1011
BibRef

Prabhu, U.[Utsav], Heo, J.G.[Jin-Gu], Savvides, M.[Marios],
Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models,
PAMI(33), No. 10, October 2011, pp. 1952-1961.
IEEE DOI 1109
For uncontrolled scenarios. 3D model of each subject using 2D images (3D GEM: Generic Elastic Model), 2D pose views synthesized for matching.
See also Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization.
See also Gender and Ethnicity Specific Generic Elastic Models from a Single 2D Image for Novel 2D Pose Face Synthesis and Recognition.
See also Generic Elastic Models for 2D Pose Synthesis and Face Recognition. BibRef

Abiantun, R.[Ramzi], Prabhu, U.[Utsav], Savvides, M.[Marios],
Sparse Feature Extraction for Pose-Tolerant Face Recognition,
PAMI(36), No. 10, October 2014, pp. 2061-2073.
IEEE DOI 1410
face recognition BibRef

Hou, Y.S.[Yun-Shu], Fan, P.[Ping], Ravyse, I.[Ilse], Enescu, V.[Valentin], Sahli, H.[Hichem],
Smooth adaptive fitting of 3D face model for the estimation of rigid and nonrigid facial motion in video sequences,
SP:IC(26), No. 8-9, October 2011, pp. 550-566.
Elsevier DOI 1109
Facial analysis; Model-based tracking; Motion-smoothness constraints BibRef

Hajati, F.[Farshid], Raie, A.A.[Abolghasem A.], Gao, Y.S.[Yong-Sheng],
2.5D face recognition using Patch Geodesic Moments,
PR(45), No. 3, March 2012, pp. 969-982.
Elsevier DOI 1111
BibRef
Earlier:
Pose-invariant 2.5D face recognition using Geodesic Texture Warping,
ICARCV10(1837-1841).
IEEE DOI 1109
BibRef
And:
Expression-Invariant 3D Face Recognition Using Patched Geodesic Texture Transform,
DICTA10(249-254).
IEEE DOI 1012
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Smeets, D.[Dirk], Keustermans, J.[Johannes], Vandermeulen, D.[Dirk], Suetens, P.[Paul],
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Fusion of an Isometric Deformation Modeling Approach Using Spectral Decomposition and a Region-Based Approach Using ICP for Expression-Invariant 3D Face Recognition,
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Earlier:
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BTAS09(1-6).
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Fabry, T.[Thomas], Vandermeulen, D.[Dirk], Suetens, P.[Paul],
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BTAS08(1-6).
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Earlier:
How Far are We from Solving the 2D 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks),
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Pose estimation, Computer architecture, Face, Task analysis, Quantization (signal), Neural networks, Training, face alignment. face recognition, neural nets, stereo image processing, 2D facial landmark datasets, 2D landmark annotations, Videos BibRef

Jackson, A.S., Bulat, A., Argyriou, V., Tzimiropoulos, G.,
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Li, X.L.[Xiao-Li], Da, F.P.[Fei-Peng],
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Elsevier DOI 1210
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Earlier:
3D Face Recognition by Deforming the Normal Face,
ICPR10(3975-3978).
IEEE DOI 1008
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Earlier:
Robust 3D Face Recognition Based on Rejection and Adaptive Region Selection,
ACCV09(III: 581-590).
Springer DOI 0909
3D face recognition; Facial curves; Rejection classifier; Adaptive region selection scheme BibRef

Deng, X.[Xing], Da, F.P.[Fei-Peng], Shao, H.J.[Hai-Jian],
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Cai, L.[Liang], Da, F.P.[Fei-Peng],
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IET-CV(6), No. 5, 2012, pp. 468-479.
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BMVC10(xx-yy).
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Wang, C.J.[Chuan-Jun], Li, L.[Li], Bai, X.F.[Xue-Feng], Niu, X.[Xiamu],
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IEICE(E95-D), No. 12, December 2012, pp. 3113-3116.
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Drira, H.[Hassen], Ben Amor, B.[Boulbaba], Srivastava, A.[Anuj], Daoudi, M.[Mohamed], Slama, R.[Rim],
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Earlier: A1, A2, A4, A3, Only:
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Min, R.[Rui], Kose, N., Dugelay, J.L.,
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Face recognition BibRef

Shah, S.A.A.[Syed Afaq Ali], Bennamoun, M.[Mohammed], Boussaid, F.[Farid],
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Earlier:
Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration,
DICTA14(1-7)
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computer vision Automatic registration BibRef

Shah, S.A.A.[Syed Afaq Ali], Bennamoun, M.[Mohammed], Boussaid, F.[Farid],
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3D modeling BibRef

Shah, S.A.A.[Syed Afaq Ali], Bennamoun, M.[Mohammed], Boussaid, F.[Farid], El-Sallam, A.A.[Amar A.],
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BD3DCV13(638-643)
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And:
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ICIP13(2934-2938)
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feature extraction. Feature matching; Local surface descriptor; Range image registration BibRef

Shah, S.A.A., Bennamoun, M.[Mohammed], Boussaid, F.[Farid],
Automatic 3D face landmark localization based on 3D vector field analysis,
ICVNZ15(1-6)
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computer animation BibRef

Huang, Z.H.[Zheng-Hai], Li, W.J.[Wen-Juan], Shang, J.[Jin], Wang, J.[Jun], Zhang, T.[Ting],
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Elsevier DOI 1505
Face recognition BibRef

Sun, Y.F.[Yan-Feng], Wang, J.[Jun], Yin, B.C.[Bao-Cai],
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IEICE(E98-D), No. 6, June 2015, pp. 1238-1246.
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Earlier: A1, A2, Only: AMFG13(869-874)
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Hsu, G.S.[Gee-Sern], Peng, H.C.[Hsiao-Chia], Chang, K.H.[Kai-Hsiang],
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Earlier: A2, A1, A3:
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Gao, Y.B.[Yong-Bin], Lee, H.J.[Hyo Jong],
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Face recognition BibRef

Lei, Y.J.[Yin-Jie], Guo, Y.L.[Yu-Lan], Hayat, M.[Munawar], Bennamoun, M.[Mohammed], Zhou, X.Z.[Xin-Zhi],
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Elsevier DOI 1601
3D face recognition BibRef

Mantecon, T.[Tomas], del-Bianco, C.R.[Carlos R.], Jaureguizar, F.[Fernando], Garcia, N.[Narciso],
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IEEE DOI 1606
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Earlier:
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ICIP14(293-297)
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biometrics (access control). Databases BibRef

Hariri, W.[Walid], Tabia, H.[Hedi], Farah, N.[Nadir], Benouareth, A.[Abdallah], Declercq, D.[David],
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Samad, M.D., Iftekharuddin, K.M.,
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Guo, Y.L.[Yu-Lan], Lei, Y.J.[Yin-Jie], Liu, L.[Li], Wang, Y.[Yan], Bennamoun, M.[Mohammed], Sohel, F.A.[Ferdous A.],
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Oliu Simón, M.[Marc], Corneanu, C.A.[Ciprian A.], Nasrollahi, K.[Kamal], Nikisins, O.[Olegs], Escalera, S.[Sergio], Sun, Y.L.[Yun-Lian], Li, H.Q.[Hai-Qing], Sun, Z.A.[Zhen-An], Moeslund, T.B.[Thomas B.], Greitans, M.[Modris],
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ICPR14(1716-1721)
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Soltanpour, S.[Sima], Wu, Q.M.J.[Q.M. Jonathan],
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Soltanpour, S.[Sima], Wu, Q.M.J.[Q.M. Jonathan],
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Yu, X.[Xun], Gao, Y.S.[Yong-Sheng], Zhou, J.[Jun],
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3D surface matching BibRef

Neto, L.B., Grijalva, F., Maike, V.R.M.L., Martini, L.C., Florencio, D., Baranauskas, M.C.C., Rocha, A., Goldenstein, S.,
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face recognition BibRef

Grijalva, F.[Felipe], Martini, L.C.[Luiz César], Florencio, D.[Dinei], Goldenstein, S.[Siome],
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graph theory BibRef

Gilani, S.Z.[Syed Zulqarnain], Mian, A.S.[Ajmal S.], Eastwood, P.[Peter],
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Dense 3D face correspondence BibRef

Gilani, S.Z.[Syed Zulqarnain], Shafait, F.[Faisal], Mian, A.S.[Ajmal S.],
Shape-based automatic detection of a large number of 3D facial landmarks,
CVPR15(4639-4648)
IEEE DOI 1510
BibRef
Earlier: A1, A2, A3:
Biologically Significant Facial Landmarks: How Significant Are They for Gender Classification?,
DICTA13(1-8)
IEEE DOI 1402
face recognition BibRef

Torkhani, G.[Ghada], Ladgham, A.[Anis], Sakly, A.[Anis], Mansouri, M.N.[Mohamed Nejib],
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SIViP(11), No. 5, July 2017, pp. 969-976.
Springer DOI 1706
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Kim, D.[Donghun], Comandur, B.[Bharath], Medeiros, H.[Henry], Elfiky, N.M.[Noha M.], Kak, A.C.[Avinash C.],
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Face, recognition BibRef

Liang, Y.[Yan], Zhang, Y.[Yun], Zeng, X.X.[Xian-Xian],
Pose-invariant 3D face recognition using half face,
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3D face recognition BibRef

Peng, W., Feng, Z., Xu, C., Su, Y.,
Parametric T-Spline Face Morphable Model for Detailed Fitting in Shape Subspace,
CVPR17(5515-5523)
IEEE DOI 1711
Computational modeling, Face, Lips, Shape, Solid modeling, Splines (mathematics), BibRef

Wang, D.[Dong], He, R.[Ran], Wang, L.[Liang], Tan, T.N.[Tie-Niu],
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PR(76), No. 1, 2018, pp. 560-568.
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Kaashki, N.N.[Nastaran Nourbakhsh], Safabakhsh, R.[Reza],
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JVCIR(52), 2018, pp. 66-85.
Elsevier DOI 1804
3D face recognition, Depth image, Face model, 3D constrained local model, Head pose, Lighting, Feature descriptor BibRef

Dagnes, N.[Nicole], Vezzetti, E.[Enrico], Marcolin, F.[Federica], Tornincasa, S.[Stefano],
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Liu, Y.F.[Yun-Fu], Guo, J.M.[Jing-Ming], Liu, P.H.[Po-Hsien], Lee, J.D.[Jiann-Der], Yao, C.C.[Chen-Chieh],
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CirSysVideo(28), No. 8, August 2018, pp. 1864-1874.
IEEE DOI 1808
Face, Face recognition, Solid modeling, Shape, Complexity theory, multiview face recognition BibRef

Markuš, N., Pandžic, I., Ahlberg, J.,
Learning Local Descriptors by Optimizing the Keypoint-Correspondence Criterion: Applications to Face Matching, Learning From Unlabeled Videos and 3D-Shape Retrieval,
IP(28), No. 1, January 2019, pp. 279-290.
IEEE DOI 1810
Videos, Standards, Face, Data mining, Visualization, Image matching, distance learning, local descriptors BibRef

Meyer, G., Do, M.,
Real-Time 3D Face Verification with a Consumer Depth Camera,
CRV18(71-79)
IEEE DOI 1812
Face, Solid modeling, Computational modeling, Cameras, 3D Computer Vision BibRef

Shi, B.[Biao], Zang, H.J.[Huai-Juan], Zheng, R.S.[Rong-Sheng], Zhan, S.[Shu],
An efficient 3D face recognition approach using Frenet feature of iso-geodesic curves,
JVCIR(59), 2019, pp. 455-460.
Elsevier DOI 1903
Facial curves, Frenet framework, 3D face recognition, Iso-geodesic, Pose invariant BibRef

Jribi, M.[Majdi], Rihani, A.[Amal], Ben Khlifa, A.[Ameni], Ghorbel, F.[Faouzi],
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Elsevier DOI 1909
Multi-polar, Invariance, Face recognition, Geodesic potential, Curvature, Parameterization BibRef

Jribi, M.[Majdi], Mathlouthi, S.[Soumaya], Ghorbel, F.[Faouzi],
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Multipolar, Description, Invariance, Parameterization, 3D face, Mesh BibRef

Sadeghzadeh, A.[Arezoo], Ebrahimnezhad, H.[Hossein],
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Jiang, L.[Luo], Zhang, J.Y.[Ju-Yong], Deng, B.L.[Bai-Lin],
Robust RGB-D Face Recognition Using Attribute-Aware Loss,
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IEEE DOI 2009
Face recognition, Face, Training, Training data, Feature extraction, Task analysis, Deep learning, Face recognition, RGB-D images, attribute-aware loss BibRef

Yu, C.C.[Cui-Can], Zhang, Z.H.[Zi-Hui], Li, H.B.[Hui-Bin], Sun, J.[Jian], Xu, Z.B.[Zong-Ben],
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Elsevier DOI 2212
Deep 3D face recognition, Point clouds, Adversarial samples, Meta-learning BibRef

Zhu, Y.Z.[Yi-Zhe], Gao, J.L.[Jia-Lin], Wu, T.S.[Tian-Shu], Liu, Q.[Qiong], Zhou, X.[Xi],
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PRL(166), 2023, pp. 38-45.
Elsevier DOI 2302
RGB-D face recognition, Multi-modal fusion, Depth enhancement, Multi-head-attention mechanism, Incomplete modal data BibRef

Niu, W.J.[Wen-Jie], Zhao, Y.K.[Yuan-Kun], Yu, Z.[Zhiyan], Liu, Y.[Yu], Gong, Y.[Yu],
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Elsevier DOI 2303
3D face recognition, Depth image, Deep learning, Data enhancement BibRef

Chen, Z.[Zhuo], Guan, T.[Tao], Wang, Y.S.[Yue-Song], Luo, Y.[Yawei], Xu, L.Y.[Luo-Yuan], Liu, W.K.[Wen-Kai],
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IEEE DOI 2305
Facial recognition, Image reconstruction, Multimedia communication, Generative adversarial networks, Image edge detection BibRef

He, M.J.[Ming-Jie], Zhang, J.[Jie], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks,
IP(33), 2024, pp. 1588-1599.
IEEE DOI 2403
BibRef
Earlier:
Enhancing Face Recognition with Self-Supervised 3D Reconstruction,
CVPR22(4052-4061)
IEEE DOI 2210
Face recognition, Task analysis, Training, Supervised learning, Self-supervised learning, blind inpainting bypass. Solid modeling, Costs, Lighting, Data models, Object recognition, Face and gestures BibRef

Yang, J.P.[Jun-Peng], Li, Q.[Qiufu], Shen, L.L.[Lin-Lin],
PointSurFace: Discriminative point cloud surface feature extraction for 3D face recognition,
PR(156), 2024, pp. 110858.
Elsevier DOI 2408
3D face recognition, Point cloud, Surface feature extraction BibRef


Gao, Z.Q.[Zi-Qi], Li, Q.[Qiufu], Wang, G.[Gui], Shen, L.L.[Lin-Lin],
PointFaceFormer: Local and Global Attention Based Transformer for 3D Point Cloud Face Recognition,
FG24(1-8)
IEEE DOI 2408
Point cloud compression, Solid modeling, Attention mechanisms, Accuracy, Face recognition, Transformers BibRef

Kansy, M.[Manuel], Raël, A.[Anton], Mignone, G.[Graziana], Naruniec, J.[Jacek], Schroers, C.[Christopher], Gross, M.[Markus], Weber, R.M.[Romann M.],
Controllable Inversion of Black-Box Face Recognition Models via Diffusion,
AMFG23(3159-3169)
IEEE DOI 2401
BibRef

Fan, Z.F.[Zhen-Feng], Zhang, Z.H.[Zhi-Heng], Yang, S.[Shuang], Zhong, C.Y.[Chong-Yang], Cao, M.[Min], Xia, S.H.[Shi-Hong],
Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map,
ICCV23(20771-20781)
IEEE DOI Code:
WWW Link. 2401
BibRef

Bilotti, U.[Umberto], Bisogni, C.[Carmen], Nappi, M.[Michele], Pero, C.[Chiara],
Depth Camera Face Recognition by Normalized Fractal Encodings,
CIAP23(I:196-208).
Springer DOI 2312
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Chiu, M.T.[Meng-Tzu], Cheng, H.Y.[Hsun-Ying], Wang, C.Y.[Chien-Yi], Lai, S.H.[Shang-Hong],
High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network,
FG21(1-8)
IEEE DOI 2303
Training, Location awareness, Image segmentation, Solid modeling, Face recognition, Semantics BibRef

Ghosh, S.[Soumyadeep], Singh, R.[Richa], Vatsa, M.[Mayank], Noore, A.[Afzel],
RGB-D Face Recognition using Reconstruction based Shared Representation,
FG21(1-8)
IEEE DOI 2303
Representation learning, Image sensors, Costs, Databases, Face recognition, Neural networks, Video surveillance BibRef

Bahroun, S.[Sahbi], Abed, R.[Rahma], Zagrouba, E.[Ezzeddine],
3D Shape and Texture Features Fusion using Auto-Encoder for Efficient Face Recognition,
ICPR22(3645-3651)
IEEE DOI 2212
Solid modeling, Image resolution, Shape, Face recognition, Lighting, Image representation, Auto-Encoder BibRef

Tang, C.H.[Chia-Hao], Hsu, G.S.J.[Gee-Sern Jison], Tai, T.Y.[Ting-Yu],
Graph Refinement with Regression Prior for 3D Face Reconstruction,
ICIP22(2436-2440)
IEEE DOI 2211
Training, Surface reconstruction, Adaptive systems, Shape, Refining, Task analysis BibRef

Luo, J.H.[Jia-Hao], Ruezga, E.S.[Eric Sandoval], Davis, J.[James],
How Accurate Is Passive Stereo For 3d Face Reconstruction?,
ICIP22(2516-2520)
IEEE DOI 2211
Deep learning, Visualization, Solid modeling, Shape, Cameras, Mobile handsets, Stereo, 3D, face model BibRef

Zheng, H.Y.[Hao-Yuan], Wang, W.H.[Wei-Hang], Wen, F.[Fei], Liu, P.L.[Pei-Lin],
A Complementary Fusion Strategy for RGB-D Face Recognition,
MMMod22(I:339-351).
Springer DOI 2203
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Bai, Z.Q.[Zi-Qian], Cui, Z.P.[Zhao-Peng], Liu, X.M.[Xiao-Ming], Tan, P.[Ping],
Riggable 3D Face Reconstruction via In-Network Optimization,
CVPR21(6212-6221)
IEEE DOI 2111
Deep learning, Codes, Face recognition, Lighting, Robustness, Decoding BibRef

Uppal, H.[Hardik], Sepas-Moghaddam, A.[Alireza], Greenspan, M.[Michael], Etemad, A.[Ali],
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition,
ICPR21(10120-10127)
IEEE DOI 2105
Training, Image recognition, Databases, Fuses, Convolution, Face recognition, Transfer learning, Facial Recognition, Attention, RGB-D images BibRef

Bouritsas, G., Bokhnyak, S., Ploumpis, S., Zafeiriou, S.P., Bronstein, M.M.,
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation,
ICCV19(7212-7221)
IEEE DOI 2004
convolutional neural nets, face recognition, graph theory, image representation, Topology BibRef

Duan, Y.Q.[Yue-Qi], Lu, J.W.[Ji-Wen], Zhou, J.[Jie],
UniformFace: Learning Deep Equidistributed Representation for Face Recognition,
CVPR19(3410-3419).
IEEE DOI 2002
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Zhang, X.[Xiao], Zhao, R.[Rui], Yan, J.J.[Jun-Jie], Gao, M.Y.[Meng-Ya], Qiao, Y.[Yu], Wang, X.G.[Xiao-Gang], Li, H.S.[Hong-Sheng],
P2SGrad: Refined Gradients for Optimizing Deep Face Models,
CVPR19(9898-9906).
IEEE DOI 2002
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Genova, K., Cole, F., Maschinot, A., Sarna, A., Vlasic, D., Freeman, W.T.,
Unsupervised Training for 3D Morphable Model Regression,
CVPR18(8377-8386)
IEEE DOI 1812
Training, Shape, Lighting, Solid modeling, Face recognition, Computational modeling BibRef

Tran, L., Liu, X.,
Nonlinear 3D Face Morphable Model,
CVPR18(7346-7355)
IEEE DOI 1812
Face, Shape, Solid modeling, Image reconstruction, Analytical models BibRef

Zulqarnain Gilani, S., Mian, A.,
Learning from Millions of 3D Scans for Large-Scale 3D Face Recognition,
CVPR18(1896-1905)
IEEE DOI 1812
Face recognition, Face, Training, Solid modeling, Shape BibRef

Choi, T., Kang, J., Song, H., Lee, S.,
Fitting Facial Models to Spatial Points: Blendshape Approaches and Benchmark,
ICIP18(2650-2654)
IEEE DOI 1809
Shape, Benchmark testing, Face, Solid modeling, Measurement uncertainty BibRef

Hu, M.Y.[Meng-Ying], Han, H.[Hu], Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
Multi-label Learning from Noisy Labels with Non-linear Feature Transformation,
ACCV18(V:404-419).
Springer DOI 1906
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Zhang, H., Han, H.[Hu], Cui, J., Shan, S.G.[Shi-Guang], Chen, X.L.[Xi-Lin],
RGB-D Face Recognition via Deep Complementary and Common Feature Learning,
FG18(8-15)
IEEE DOI 1806
Databases, Face, Face recognition, Machine learning, Pipelines, Probes, Sensors, RGB D face recognition, common feature learning, joint loss BibRef

Lee, Y.C.[Yuan-Cheng], Chen, J.C.[Jian-Cong], Tseng, C.W.[Ching Wei], Lai, S.H.[Shang-Hong],
Accurate and robust face recognition from RGB-D images with a deep learning approach,
BMVC16(xx-yy).
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Jia, X.[Xuhui], Yang, H.[Heng], Zhu, X.L.[Xiao-Long], Kuang, Z.H.[Zhang-Hui], Niu, Y.F.[Yi-Feng], Chan, K.P.[Kwok-Ping],
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An, Z., Deng, W., Yuan, T., Hu, J.,
Deep Transfer Network with 3D Morphable Models for Face Recognition,
FG18(416-422)
IEEE DOI 1806
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Earlier: A1, A2, A4, Only:
Deep transfer network for face recognition using 3D synthesized face,
VCIP17(1-4)
IEEE DOI 1804
Data models, Face, Face recognition, Principal component analysis, Solid modeling, Training, 3DMM, MMD. learning (artificial intelligence), neural nets, 2D real face images, 3D synthesized face images, Synthesized Face BibRef

Mathlouthi, S.[Soumaya], Jribi, M.[Majdi], Ghorbel, F.[Faouzi],
A Novel and Accurate Local 3D Representation for Face Recognition,
ACIVS17(161-169).
Springer DOI 1712
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Ma, J.H.[Jian-Hong], Zhang, H.[Han], She, W.[Wei],
Research on robust face recognition based on depth image sets,
ICIVC17(223-227)
IEEE DOI 1708
Covariance matrices, Face recognition, Image recognition, Manifolds, Spatial resolution, Support vector machines, Training, covariance matrix, depth images, face recognition, image set, riemannian, manifold BibRef

Hu, G.S.[Guo-Sheng], Yan, F.[Fei], Chan, C.H.[Chi-Ho], Deng, W.H.[Wei-Hong], Christmas, W.[William], Kittler, J.V.[Josef V.], Robertson, N.M.[Neil M.],
Face Recognition Using a Unified 3D Morphable Model,
ECCV16(VIII: 73-89).
Springer DOI 1611
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Yu, X., Gao, Y., Zhou, J.,
3D face recognition under partial occlusions using radial strings,
ICIP16(3016-3020)
IEEE DOI 1610
Biometrics (access control) BibRef

di Martino, J.M.[J. Matías], Fernández, A.[Alicia], Ferrari, J.[José],
One-Shot 3D-Gradient Method Applied to Face Recognition,
CIARP15(176-183).
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Mracek, S., Dvorak, R., Vana, J., Novotny, T., Drahansky, M.,
3D face recognition utilizing a low-cost depth sensor,
FG15(1-1)
IEEE DOI 1508
biometrics (access control) BibRef

Zhu, X.Y.[Xiang-Yu], Yan, J.J.[Jun-Jie], Yi, D.[Dong], Lei, Z.[Zhen], Li, S.Z.,
Discriminative 3D morphable model fitting,
FG15(1-8)
IEEE DOI 1508
curve fitting BibRef

Guryanov, R.A., Guryanov, A.S.,
CT Anatomy of Buccal Fat Pad and Its Role in Volumetric Alterations of Face,
PTVSBB15(33-36).
DOI Link 1508
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Reddy, V.R.[Vempada Ramu], Chakravarty, K.[Kingshuk], Aniruddha, S.,
Person Identification in Natural Static Postures Using Kinect,
SoftBio14(793-808).
Springer DOI 1504
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Boutellaa, E.[Elhocine], Bengherabi, M.[Messaoud], Ait-Aoudia, S.[Samy], Hadid, A.[Abdenour],
How Much Information Kinect Facial Depth Data Can Reveal About Identity, Gender and Ethnicity?,
SoftBio14(725-736).
Springer DOI 1504
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Dai, X.[Xu], Yin, S.[Shouyi], Ouyang, P.[Peng], Liu, L.[Leibo], Wei, S.J.[Shao-Jun],
A Multi-modal 2D + 3D Face Recognition Method with a Novel Local Feature Descriptor,
WACV15(657-662)
IEEE DOI 1503
Databases BibRef

Patil, H.Y., Kothari, A.G., Bhurchandi, K.M.,
Expression invariant face recognition using contourlet transform,
IPTA14(1-5)
IEEE DOI 1503
edge detection BibRef

Aissaoui, A.[Amel], Martinet, J.[Jean], Djeraba, C.[Chaabane],
DLBP: A novel descriptor for depth image based face recognition,
ICIP14(298-302)
IEEE DOI 1502
Databases BibRef

Zhang, W.M.[Wu-Ming], Huang, D.[Di], Samaras, D.[Dimitris], Morvan, J.M.[Jean-Marie], Wang, Y.H.[Yun-Hong], Chen, L.M.[Li-Ming],
3D assisted face recognition via progressive pose estimation,
ICIP14(728-732)
IEEE DOI 1502
Estimation BibRef

Li, F.S.[Fang-Shi], Mu, Z.C.[Zhi-Chun], Chen, L.[Long],
Panoramic face and ear image stitching in multi-modal recognition,
ICWAPR14(81-86)
IEEE DOI 1402
Ear BibRef

Porro-Muñoz, D.[Dania], Silva-Mata, F.J.[Francisco José], Revilla-Eng, A.[Anier], Talavera-Bustamante, I.[Isneri], Berretti, S.[Stefano],
3D Face Recognition by Functional Data Analysis,
CIARP14(818-826).
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Aouada, D.[Djamila], Al Ismaeil, K.[Kassem], Idris, K.K.[Kedija Kedir], Ottersten, B.[Bjorn],
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AVSS14(107-112)
IEEE DOI 1411
Cameras BibRef

Yang, C.[Chang], Chen, J.S.[Jian-Sheng], Su, N.[Nan], Su, G.D.[Guang-Da],
Improving 3D Face Details Based on Normal Map of Hetero-source Images,
Biometrics14(9-14)
IEEE DOI 1409
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Chu, B.[Baptiste], Romdhani, S.[Sami], Chen, L.M.[Li-Ming],
3D-Aided Face Recognition Robust to Expression and Pose Variations,
CVPR14(1907-1914)
IEEE DOI 1409
3D Morphable Model; Expression; Face Recognition; Face modelling BibRef

Križaj, J.[Janez], Štruc, V.[Vitomir], Mihelic, F.[France],
A Feasibility Study on the Use of Binary Keypoint Descriptors for 3D Face Recognition,
MCPR14(142-151).
Springer DOI 1407
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Yuan, J.[Jun], Kassim, A.A.[Ashraf A.],
A sparse sampling model for 3D face recognition,
ICIP13(3381-3385)
IEEE DOI 1402
3D face recognition; LDA; feature selection; sparse sampling BibRef

Segundo, M.P.[Mauricio Pamplona], Sarkar, S.[Sudeep], Goldgof, D.[Dmitry], Silva, L.[Luciano], Bellon, O.[Olga],
Continuous 3D Face Authentication Using RGB-D Cameras,
Biometrics13(64-69)
IEEE DOI 1309
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Jribi, M., Ghorbel, F.,
A robust and isotropic curved surface representation for 3D faces description,
FG13(1-6)
IEEE DOI 1309
face recognition BibRef

Krizaj, J., Struc, V., Dobrisek, S.,
Combining 3D face representations using region covariance descriptors and statistical models,
FG13(1-7)
IEEE DOI 1309
Gaussian processes BibRef

Le, H.A., Kakadiaris, I.A.,
UHDB31: A Dataset for Better Understanding Face Recognition Across Pose and Illumination Variation,
HumID17(2555-2563)
IEEE DOI 1802
Cameras, Face, Face recognition, Image resolution, Lighting, BibRef

Zhao, X.[Xi], Zhang, W.M.[Wu-Ming], Evangelopoulos, G., Huang, D.[Di], Shah, S.K., Wang, Y.H.[Yun-Hong], Kakadiaris, I.A., Chen, L.M.[Li-Ming],
Benchmarking asymmetric 3D-2D face recognition systems,
FG13(1-8)
IEEE DOI 1309
Evaluation, Face Recognition. deformation BibRef

Li, B.Y.L., Mian, A.S., Liu, W.Q.[Wan-Quan], Krishna, A.,
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WACV13(186-192).
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An, L.[Le], Bhanu, B.[Bir], Yang, S.[Songfan],
Face recognition in multi-camera surveillance videos,
ICPR12(2885-2888).
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Hayat, M.[Munawar], Bennamoun, M.[Mohammed], El-Sallam, A.A.[Amar A.],
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Min, R.[Rui], Choi, J.M.[Jong-Moo], Medioni, G.[Gerard], Dugelay, J.L.[Jean-Luc],
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Erdogmus, N.[Nesli], Daniel, L.[Lionel], Dugelay, J.L.[Jean-Luc],
Probabilistic fusion of regional scores in 3D face recognition,
ICIP12(1457-1460).
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Rodrigues, M.A.[Marcos A.], Robinson, A.,
Real-Time 3d Face Recognition Using Line Projection And Mesh Sampling,
3DOR11(9-16)
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Kinoshita, K.[Koichi], Konishi, Y.[Yoshinori], Kawade, M.[Masato], Murase, H.[Hiroshi],
Facial Model Fitting Based on Perturbation Learning and It's Evaluation on Challenging Real-World Diversities Images,
NORDIA12(I: 153-162).
Springer DOI 1210
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Salahshoor, S.[Sadegh], Faez, K.[Karim],
3D Face Recognition Using an Expression Insensitive Dynamic Mask,
ICISP12(253-260).
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Ben Soltana, W.[Wael], Huang, D.[Di], Ardabilian, M.[Mohsen], Chen, L.M.[Li-Ming], Ben Amar, C.[Chokri],
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Dhane, P.[Pranali], Jain, A.[Ankita], Kutty, K.K.[Krishnan K.],
A new algorithm for 3D object representation and its application for human face verification,
ICIIP11(1-6).
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Borg, M.A.[Mohamed Anouar], Said, S.[Salwa], Ben Amor, B.[Boulbaba], Ben Amar, C.[Chokri],
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ICIIP11(1-6).
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Sharma, A.[Abhishek], Jacobs, D.W.[David W.],
Bypassing synthesis: PLS for face recognition with pose, low-resolution and sketch,
CVPR11(593-600).
IEEE DOI 1106
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Xiong, P.F.[Peng-Fei], Huang, L.[Lei], Liu, C.P.[Chang-Ping],
Real-Time 3D Face Recognition with the Integration of Depth and Intensity Images,
ICIAR11(II: 222-232).
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Zhang, C.C.[Cui-Cui], Uchimura, K.[Keiichi], Zhang, C.M.[Cai-Ming], Koutaki, G.[Gou],
3D Face Recognition Using Multi-level Multi-feature Fusion,
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Pan, Y.[Ye], Dai, B.[Bo], Peng, Q.C.[Qi-Cong],
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IASP10(195-198).
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Harguess, J.[Josh], Hu, C.B.[Chang-Bo], Aggarwal, J.K.,
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Harguess, J.[Josh], Aggarwal, J.K.,
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Harguess, J.[Josh], Aggarwal, J.K.,
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And:
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IEEE DOI 0906
BibRef

Liu, X.M.[Xiao-Ming], Wheeler, F.W., Tu, P.H.,
Improved Face Model Fitting on Video Sequences,
BMVC07(xx-yy).
PDF File. 0709
BibRef
And: A2, A1, A3:
Multi-Frame Super-Resolution for Face Recognition,
BTAS07(1-6).
IEEE DOI 0709
BibRef
Earlier: A1, A3, A2:
Face Model Fitting on Low Resolution Images,
BMVC06(III:1079).
PDF File. 0609

See also Discriminative Face Alignment. BibRef

de Smet, M.[Michaël], Van Gool, L.J.[Luc J.],
Optimal Regions for Linear Model-Based 3D Face Reconstruction,
ACCV10(III: 276-289).
Springer DOI 1011
BibRef

de Smet, M.[Michael], Fransens, R.[Rik], Van Gool, L.J.[Luc J.],
A Generalized EM Approach for 3D Model Based Face Recognition under Occlusions,
CVPR06(II: 1423-1430).
IEEE DOI 0606
BibRef

Hong, T.H.[Tae-Hwa], Kim, H.[Hagbae], Moon, H.J.[Hyeon-Joon], Kim, Y.G.[Yong-Guk], Lee, J.W.[Jong-Weon], Moon, S.B.[Seung-Bin],
Face Representation Method Using Pixel-to-Vertex Map (PVM) for 3D Model Based Face Recognition,
CVHCI06(21-28).
Springer DOI 0605
BibRef

Riccio, D.[Daniel], Dugelay, J.L.[Jean-Luc],
Asymmetric 3D/2D Processing: A Novel Approach for Face Recognition,
CIAP05(986-993).
Springer DOI 0509
BibRef

Koudelka, M.L., Koch, M.W., Russ, T.D.,
A Prescreener for 3D Face Recognition Using Radial Symmetry and the Hausdorff Fraction,
FRGC05(III: 168-168).
IEEE DOI 0507
BibRef

Russ, T.D., Koch, M.W., Little, C.Q.,
A 2D Range Hausdorff Approach for 3D Face Recognition,
FRGC05(III: 169-169).
IEEE DOI 0507
BibRef

Sun, Y.[Yi], Yin, L.J.[Li-Jun],
3D Face Recognition Using Two Views Face Modeling and Labeling,
SafeSecur05(III: 117-117).
IEEE DOI 0507
BibRef

Conde, C.[Cristina], Rodríguez-Aragón, L.J.[Licesio J.], Cabello, E.[Enrique],
Automatic 3D Face Feature Points Extraction with Spin Images,
ICIAR06(II: 317-328).
Springer DOI 0610

See also Comparison of Novel Dimension Reduction Methods in Face Verification. BibRef

Conde, C.[Cristina], Serrano, A., Cabello, E.[Enrique],
Multimodal 2D, 2.5D and 3D Face Verification,
ICIP06(2061-2064).
IEEE DOI 0610
BibRef

Conde, C.[Cristina], Serrano, A.,
3D Facial Normalization with Spin Images and Influence of Range Data Calculation over Face Verification,
SafeSecur05(III: 115-115).
IEEE DOI 0507
BibRef

Husken, M., Brauckmann, M., Gehlen, S., von der Malsburg, C.[Christoph],
Strategies and Benefits of Fusion of 2D and 3D Face Recognition,
FRGC05(III: 174-174).
IEEE DOI 0507
BibRef

Kozakaya, T.[Tatsuo], Yamaguchi, O.[Osamu],
Face Recognition by Projection-based 3D Normalization and Shading Subspace Orthogonalization,
FGR06(163-168).
IEEE DOI 0604
BibRef

Shimano, M.[Mihoko], Nagao, K.[Kenji], Okabe, T.[Takahiro], Sato, I.[Imari], Sato, Y.[Yoichi],
Face Recognition Under Varying Illumination Based on MAP Estimation Incorporating Correlation Between Surface Points,
ACCV06(I:569-580).
Springer DOI 0601

See also Appearance Sampling of Real Objects for Variable Illumination. BibRef

Song, H.J.[Hwan-Jong], Yang, U.[Ukil], Lee, S.Y.[Sang-Youn], Sohn, K.H.[Kwang-Hoon],
3D Face Recognition Based on Facial Shape Indexes with Dynamic Programming,
ICB06(99-105).
Springer DOI 0601
BibRef

Lee, Y.U.[Yong-Uk], Song, H.J.[Hwan-Jong], Yang, U.[Ukil], Shin, H.C.[Hyung-Chul], Sohn, K.H.[Kwang-Hoon],
Local Feature Based 3D Face Recognition,
AVBPA05(909).
Springer DOI 0509
BibRef

Shin, H.C.[Hyoung-Chul], Sohn, K.H.[Kwang-Hoon],
3D Face Recognition with Geometrically Localized Surface Shape Indexes,
ICARCV06(1-6).
IEEE DOI 0612
BibRef

Song, H.J.[Hwan-Jong], Sohn, K.H.[Kwang-Hoon],
3D head pose estimation using range images for face recognition,
ICARCV04(II: 1256-1261).
IEEE DOI 0412
BibRef

Park, U.S.[Un-Sang], Chen, H.[Hong], Jain, A.K.[Anil K.],
3D Model-Assisted Face Recognition in Video,
CRV05(322-329).
IEEE DOI 0505
BibRef

Xin, L.[Le], Wang, Q.A.[Qi-Ang], Tao, J.H.[Jian-Hua], Tang, X.[Xiaoou], Tan, T.N.[Tie-Niu], Shum, H.[Harry],
Automatic 3D Face Modeling from Video,
ICCV05(II: 1193-1199).
IEEE DOI 0510
BibRef

Wang, J.G.[Jian-Gang], Toh, K.A.[Kar-Ann], Venkateswarlu, R.[Ronda],
Fusion of Appearance and Depth Information for Face Recognition,
AVBPA05(919).
Springer DOI 0509
BibRef

Onofrio, D., Sarti, A., Tubaro, S.,
Area matching based on belief propagation with applications to face modeling,
ICIP04(III: 1943-1946).
IEEE DOI 0505
BibRef

Fooprateepsiri, R.[Rerkchai], Kurutach, W.[Werasak], Duangphasuk, S.[Surakarn],
A hybrid method for facial recognition systems,
CIMSVP09(53-60).
IEEE DOI 0903
BibRef

Srisuk, S.[Sanun], Petrou, M.[Maria], Fooprateep, R.[Rerkchai], Sunat, K.[Khamron], Kurutach, W.[Werasak], Chopaka, P.[Pichet],
A Combination of Shape and Texture Classifiers for a Face Verification System,
ICBA04(44-51).
Springer DOI 0505
BibRef

Xu, X.[Xun], Huang, T.S.[Thomas S.],
Face Recognition with MRC-Boosting,
ICCV05(II: 1770-1777).
IEEE DOI 0510
BibRef

Xu, X.[Xun], Zhang, C.S.[Chang-Shui], Huang, T.S.,
Active morphable model: an efficient method for face analysis,
AFGR04(837-842).
IEEE DOI 0411
BibRef

Huang, Y.G.[Yong-Gang], Wang, Y.H.[Yun-Hong], Tan, T.N.[Tie-Niu],
Combining Statistics of Geometrical and Correlative Features for 3D Face Recognition,
BMVC06(III:879).
PDF File. 0609
Face using range. BibRef

Xu, C.H.[Cheng-Hua], Wang, Y.H.[Yun-Hong], Tan, T.N.[Tie-Niu], Quan, L.[Long],
Automatic 3D Face Recognition Combining Global Geometric Features with Local Shape Variation Information,
AFGR04(308-313).
IEEE DOI 0411
BibRef

Lee, J.H.[Jin-Ho], Moghaddam, B.[Baback], Pfister, H.[Hanspeter], Machiraju, R.[Raghu],
A Bilinear Illumination Model for Robust Face Recognition,
ICCV05(II: 1177-1184).
IEEE DOI 0510
BibRef
Earlier:
Finding optimal views for 3D face shape modeling,
AFGR04(31-36).
IEEE DOI 0411
BibRef

Li, Y.[Yang], Smith, W.A.P.[William A.P.], Hancock, E.R.[Edwin R.],
Face Recognition with Irregular Region Spin Images,
SCIA07(730-739).
Springer DOI 0706
BibRef
Earlier:
Face Recognition with Region Division and Spin Images,
CIARP06(109-117).
Springer DOI 0611
BibRef
And:
Face Recognition using Patch-based Spin Images,
ICPR06(I: 408-411).
IEEE DOI 0609
BibRef

Li, Y.[Yang], Hancock, E.R.[Edwin R.],
Face Recognition with Generalized Entropy Measurements,
ICIAR04(II: 733-740).
Springer DOI 0409
BibRef
And:
Face recognition using shading-based curvature attributes,
ICPR04(III: 538-541).
IEEE DOI 0409
BibRef

Yeunghak, L.[Lee],
Depth Weighted Modified Hausdorff Distance for Range Face Recognition,
CRV04(252-258).
IEEE DOI 0408
BibRef

Achermann, B., Bunke, H.,
Classifying Range Images of Human Faces with Hausdorff Distance,
ICPR00(Vol II: 809-813).
IEEE DOI 0009
BibRef

Zhao, W.,
3d Model Enhanced Face Recognition,
ICIP00(Vol III: 50-53).
IEEE DOI 0008
BibRef

Murakami, M.[Makoto], Yoneyama, M.[Masahide], Shirai, K.[Katsuhiko],
Accurate Extraction of Human Face Area using Subspace Method and Genetic Algorithm,
ICME00(MP7). 0007
BibRef

Tsutsumi, S., Kikuchi, S., Nakajima, M.,
Face Identification Using a 3D Gray-Scale Image: A Method for Lessening Restrictions on Facial Directions,
AFGR98(306-311).
IEEE DOI BibRef 9800

Kondo, T., Murakami, K., Koshimizu, H.,
From Coarse to Fine Correspondence of 3D Facial Images,
3DIM97(11 - Human Shape Modeling) 9702
BibRef

Bichsel, M.,
Automatic interpolation and recognition of face images by morphing,
AFGR96(128-135).
IEEE DOI 9610
BibRef

Nagamine, T., Uemura, T., Masuda, I.,
3D Facial Image Analysis for Human Identification,
ICPR92(I:324-327).
IEEE DOI BibRef 9200

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Frontalization .


Last update:Oct 22, 2024 at 22:09:59