22.3.6.1.9 Three-Dimensional Face Expression Recognition and Analysis

Guenter, B.[Brian], Grimm, C.M.[Cindy Marie], Malvar, H.S.[Henrique Sarmento],
Method and system for capturing and representing 3D geometry, color and shading of facial expressions and other animated objects,
US_Patent6,072,496, Jun 6, 2000
WWW Link. BibRef 0006

Wang, J.[Jun], Yin, L.J.[Li-Jun],
Static topographic modeling for facial expression recognition and analysis,
CVIU(108), No. 1-2, October-November 2007, pp. 19-34.
Elsevier DOI 0710
Facial expression representation; Facial expression recognition; Topographic context; Separability analysis BibRef

Wang, J.[Jun], Yin, L.J.[Li-Jun], Wei, X.Z.[Xiao-Zhou], Sun, Y.[Yi],
3D Facial Expression Recognition Based on Primitive Surface Feature Distribution,
CVPR06(II: 1399-1406).
IEEE DOI 0606
BibRef

Sun, Y.[Yi], Yin, L.J.[Li-Jun],
Facial Expression Recognition Based on 3D Dynamic Range Model Sequences,
ECCV08(II: 58-71).
Springer DOI 0810
BibRef
Earlier:
3D Spatio-Temporal face recognition using dynamic range model sequences,
Biometrics08(1-7).
IEEE DOI 0806
BibRef

Yin, L.J.[Li-Jun], Wei, X.Z.[Xiao-Zhou], Sun, Y.[Yi], Wang, J.[Jun], Rosato, M.J.,
A 3D Facial Expression Database For Facial Behavior Research,
FGR06(211-216).
IEEE DOI 0604
BibRef

Sung, J.W.[Jae-Won], Kim, D.J.[Dai-Jin],
Pose-Robust Facial Expression Recognition Using View-Based 2D+3D AAM,
SMC-A(38), No. 4, July 2008, pp. 852-866.
IEEE DOI 0806
BibRef
Earlier:
STAAM: Fitting a 2D+3D AAM to Stereo Images,
ICIP06(2781-2784).
IEEE DOI 0610
BibRef
And:
Estimating 3D Facial Shape and Motion from Stereo Image Using Active Appearance Models with Stereo Constraints,
ICIAR06(II: 457-467).
Springer DOI 0610

See also Unified Gradient-Based Approach for Combining ASM into AAM, A. BibRef

Cheon, Y.J.[Yeong-Jae], Kim, D.J.[Dai-Jin],
Natural facial expression recognition using differential-AAM and manifold learning,
PR(42), No. 7, July 2009, pp. 1340-1350.
Elsevier DOI 0903
Facial expression; Differential-AAM; Differential facial expression probability density model; Kernel density estimation; Manifold learning; Directed Hausdorff distance; Majority voting BibRef

Sung, J.W.[Jae-Won], Kim, D.J.[Dai-Jin],
Real-time facial expression recognition using STAAM and layered GDA classifier,
IVC(27), No. 9, 3 August 2009, pp. 1313-1325.
Elsevier DOI 0906
Active appearance model; Stereo active appearance model; Facial expression recognition; Face tracking; Generalized discriminant analysis; A layered GDA classifier BibRef

Sung, J.W.[Jae-Won], Lee, S.J.[Sang-Jae], Kim, D.J.[Dai-Jin],
A Real-Time Facial Expression Recognition using the STAAM,
ICPR06(I: 275-278).
IEEE DOI 0609
BibRef

Lee, H.S.[Hyung-Soo], Kim, D.J.[Dai-Jin],
Expression-invariant face recognition by facial expression transformations,
PRL(29), No. 13, 1 October 2008, pp. 1797-1805.
Elsevier DOI 0804
BibRef
Earlier:
Facial Expression Transformations for Expression-Invariant Face Recognition,
ISVC06(I: 323-333).
Springer DOI 0611
Active appearance model; Multi-linear model; Facial expression recognition; Facial expression transformation; Relative expression parameters; Expression-invariant face recognition BibRef

Song, M.L.[Ming-Li], Dong, Z.[Zhao], Theobalt, C., Wang, H.Q.[Hui-Qiong], Liu, Z.C.[Zi-Cheng], Seidel, H.P.,
A Generic Framework for Efficient 2-D and 3-D Facial Expression Analogy,
MultMed(9), No. 7, November 2007, pp. 1384-1395.
IEEE DOI 0905
BibRef

Venkatesh, Y.V., Kassim, A.A.[Ashraf A.], Murthy, O.V.R.[O.V. Ramana],
A novel approach to classification of facial expressions from 3D-mesh datasets using modified PCA,
PRL(30), No. 12, 1 September 2009, pp. 1128-1137.
Elsevier DOI 0909
Expression recognition; 3D face models; Facial feature extraction; PCA BibRef

Venkatesh, Y.V.[Yedatore V.], Kassim, A.A.[Ashraf A.], Yuan, J.[Jun], Nguyen, T.D.[Tan Dat],
On the simultaneous recognition of identity and expression from BU-3DFE datasets,
PRL(33), No. 13, 1 October 2012, pp. 1785-1793.
Elsevier DOI 1208
3D face recognition; 3D facial expression recognition; Bilinear model; Biometrics; Classification; Deformable models BibRef

Ramanathan, S., Kassim, A.A., Venkatesh, Y.V., Wah, W.S.[Wu Sin],
Human Facial Expression Recognition using a 3D Morphable Model,
ICIP06(661-664).
IEEE DOI 0610
BibRef

Tsalakanidou, F.[Filareti], Malassiotis, S.[Sotiris],
Real-time 2D+3D facial action and expression recognition,
PR(43), No. 5, May 2010, pp. 1763-1775.
Elsevier DOI 1003
BibRef
Earlier:
Robust facial action recognition from real-time 3D streams,
CVPR4HB09(4-11).
IEEE DOI 0906
3D face tracking; Facial action unit detection; Facial expression classification BibRef

Malassiotis, S.[Sotiris], Tsalakanidou, F.[Filareti],
Recognizing facial expressions from 3D video: Current results and future prospects,
FG11(597-602).
IEEE DOI 1103
BibRef
Earlier: A2, A1:
Real-time facial feature tracking from 2D+3D video streams,
3DTV10(1-4).
IEEE DOI 1006
BibRef

Benedikt, L.[Lanthao], Cosker, D.[Darren], Rosin, P.L.[Paul L.], Marshall, D.[David],
Assessing the Uniqueness and Permanence of Facial Actions for Use in Biometric Applications,
SMC-A(40), No. 3, May 2010, pp. 449-460.
IEEE DOI 1003
BibRef
Earlier:
3D Facial Gestures in Biometrics: from Feasibility Study to Application,
BTAS08(1-6).
IEEE DOI 0809
BibRef

Benedikt, L., Kajic, V., Cosker, D., Rosin, P.L., Marshall, D.,
Facial Dynamics in Biometric Identification,
BMVC08(xx-yy).
PDF File. 0809
BibRef

Sun, Y., Chen, X.C.[Xiao-Chen], Rosato, M.[Matthew], Yin, L.J.[Li-Jun],
Tracking Vertex Flow and Model Adaptation for Three-Dimensional Spatiotemporal Face Analysis,
SMC-A(40), No. 3, May 2010, pp. 461-474.
IEEE DOI 1003
BibRef
Earlier: A3, A2, A4, Only:
Automatic Registration of Vertex Correspondences for 3D Facial Expression Analysis,
BTAS08(1-7).
IEEE DOI 0809
BibRef

Yin, L.J.[Li-Jun], Wei, X.Z.[Xiao-Zhou], Longo, P.[Peter], Bhuvanesh, A.[Abhinesh],
Analyzing Facial Expressions Using Intensity-Variant 3D Data For Human Computer Interaction,
ICPR06(I: 1248-1251).
IEEE DOI 0609

See also Automatic Facial Pose Determination of 3D Range Data for Face Model and Expression Identification. BibRef

Maalej, A.[Ahmed], Ben Amor, B.[Boulbaba], Daoudi, M.[Mohamed], Srivastava, A.[Anuj], Berretti, S.[Stefano],
Shape analysis of local facial patches for 3D facial expression recognition,
PR(44), No. 8, August 2011, pp. 1581-1589.
Elsevier DOI 1104
BibRef
Earlier:
Local 3D Shape Analysis for Facial Expression Recognition,
ICPR10(4129-4132).
IEEE DOI 1008
3D facial expression classification; Shape analysis; Geodesic path; Multiboosting; SVM BibRef

Ben Amor, B.[Boulbaba], Drira, H.[Hassen], Berretti, S., Daoudi, M.[Mohamed], Srivastava, A.[Anuj],
4-D Facial Expression Recognition by Learning Geometric Deformations,
Cyber(44), No. 12, December 2014, pp. 2443-2457.
IEEE DOI 1412
computational geometry
See also Pose and Expression-invariant 3d Face Recognition using Elastic Radial Curves. BibRef

Kacem, A., Daoudi, M., Alvarez-Paiva, J.C.,
Barycentric Representation and Metric Learning for Facial Expression Recognition,
FG18(443-447)
IEEE DOI 1806
Heuristic algorithms, Kernel, Magnetic heads, Manifolds, Measurement, Shape, Support vector machines, Facial Expression Recognition, Shape Representation BibRef

Berretti, S.[Stefano], Ben Amor, B.[Boulbaba], Daoudi, M.[Mohamed], del Bimbo, A.[Alberto],
3D facial expression recognition using SIFT descriptors of automatically detected keypoints,
VC(27), No. 11, November 2011, pp. 1021-1036.
WWW Link. 1112
BibRef
Earlier:
Person Independent 3d Facial Expression Recognition by a Selected Ensemble of SIFT Descriptors,
EG3DOR10(47-54)
PDF File.
DOI Link 1301
BibRef

Lemaire, P., Ardabilian, M., Chen, L.M.[Li-Ming], Daoudi, M.,
Fully automatic 3D facial expression recognition using differential mean curvature maps and histograms of oriented gradients,
FG13(1-7)
IEEE DOI 1309
emotion recognition BibRef

Berretti, S.[Stefano], del Bimbo, A.[Alberto], Pala, P.[Pietro],
Automatic facial expression recognition in real-time from dynamic sequences of 3D face scans,
VC(29), No. 12, December 2013, pp. 1333-1350.
WWW Link. 1312
BibRef
Earlier:
Real-Time Expression Recognition From Dynamic Sequences Of 3d Facial Scans,
3DOR12(85-92)
PDF File.
DOI Link 1301
BibRef

Berretti, S.[Stefano], del Bimbo, A.[Alberto], Pala, P.[Pietro], Ben Amor, B.[Boulbaba], Daoudi, M.[Mohamed],
A Set of Selected SIFT Features for 3D Facial Expression Recognition,
ICPR10(4125-4128).
IEEE DOI 1008
BibRef

Xia, J.Z.[Jia-Zhi], Quynh, D.T.P.[Dao Thi Phuong], He, Y.[Ying], Chen, X.M.[Xiao-Ming], Hoi, S.C.H.,
Modeling and Compressing 3-D Facial Expressions Using Geometry Videos,
CirSysVideo(22), No. 1, January 2012, pp. 77-90.
IEEE DOI 1201
BibRef

Niese, R.[Robert], Al-Hamadi, A.[Ayoub], Farag, A., Neumann, H.[Heiko], Michaelis, B.[Bernd],
Facial expression recognition based on geometric and optical flow features in colour image sequences,
IET-CV(6), No. 2, 2012, pp. 79-89.
DOI Link 1204
Award, IET CV Premium.
See also Towards completely rotated Simplified Gabor Wavelets for fast facial feature point detection.
See also Robust Stereoscopic Head Pose Estimation in Human-Computer Interaction and a Unified Evaluation Framework. BibRef

Niese, R.[Robert], Al-Hamadi, A.[Ayoub], Aziz, F.[Faisal], Michaelis, B.[Bernd],
Robust facial expression recognition based on 3-d supported feature extraction and SVM classification,
FG08(1-7).
IEEE DOI 0809
BibRef

Ji, Y.[Yi], Idrissi, K.[Khalid],
Automatic facial expression recognition based on spatiotemporal descriptors,
PRL(33), No. 10, 15 July 2012, pp. 1373-1380.
Elsevier DOI 1205
BibRef
Earlier:
Using Moments on Spatiotemporal Plane for Facial Expression Recognition,
ICPR10(3806-3809).
IEEE DOI 1008
Facial expression recognition; Moments; Spatialtemporal domain; Vertical time backward; Dynamic descriptor; Support vector machine BibRef

Woodward, A.[Alexander], Delmas, P.[Patrice], Chan, Y.H.[Yuk Hin], Strozzi, A.G.[Alfonso Gastelum], Gimel'farb, G.L.[Georgy L.], Flores, J.M.[Jorge Marquez],
An interactive 3D video system for human facial reconstruction and expression modeling,
JVCIR(23), No. 7, October 2012, pp. 1113-1127.
Elsevier DOI 1209
Stereo matching; Dynamic 3D face reconstruction; 3D video; Active illumination; Composite expression synthesis; Video-based texture generation; Motion capture; Low cost computer vision BibRef

Huang, Y.H.[Yan-Hui], Zhang, X.[Xing], Fan, Y.Y.[Yang-Yu], Yin, L.J.[Li-Jun], Seversky, L.[Lee], Allen, J.[James], Lei, T.[Tao], Dong, W.J.[Wei-Jun],
Reshaping 3D facial scans for facial appearance modeling and 3D facial expression analysis,
IVC(30), No. 10, October 2012, pp. 750-761.
Elsevier DOI 1210
BibRef
Earlier: A1, A2, A3, A4, A5, A7, A8, Only: FG11(422-429).
IEEE DOI 1103
3D facial expression recognition; 3D face modeling; 3D face scans; 3D model mapping BibRef

Stratou, G.[Giota], Ghosh, A.[Abhijeet], Debevec, P.[Paul], Morency, L.P.[Louis-Philippe],
Exploring the effect of illumination on automatic expression recognition using the ICT-3DRFE database,
IVC(30), No. 10, October 2012, pp. 728-737.
Elsevier DOI 1210
BibRef
Earlier:
Effect of illumination on automatic expression recognition: A novel 3D relightable facial database,
FG11(611-618).
IEEE DOI 1103
3D facial database; Illumination effect; Image re-lighting; Facialexpression recognition; Ratio images BibRef

Sandbach, G.[Georgia], Zafeiriou, S.P.[Stefanos P.], Pantic, M.[Maja], Rueckert, D.[Daniel],
Recognition of 3D facial expression dynamics,
IVC(30), No. 10, October 2012, pp. 762-773.
Elsevier DOI 1210
BibRef
Earlier:
A dynamic approach to the recognition of 3D facial expressions and their temporal models,
FG11(406-413).
IEEE DOI 1103

See also Fast and robust appearance-based tracking. Facial expression recognition; 3D facial geometries; Motion-based features; Quad-tree decomposition; 2D/3D comparison BibRef

Fang, T.H.[Tian-Hong], Zhao, X.[Xi], Ocegueda, O., Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
3D/4D facial expression analysis: An advanced annotated face model approach,
IVC(30), No. 10, October 2012, pp. 738-749.
Elsevier DOI 1210
BibRef
Earlier:
3D facial expression recognition: A perspective on promises and challenges,
FG11(603-610).
IEEE DOI 1103
Expression recognition; 3D face models; 4D face videos; Mesh registration BibRef

Ocegueda, O., Fang, T.H.[Tian-Hong], Shah, S.K., Kakadiaris, I.A.,
3D Face Discriminant Analysis Using Gauss-Markov Posterior Marginals,
PAMI(35), No. 3, March 2013, pp. 728-739.
IEEE DOI 1303
BibRef
And:
Expressive Maps for 3D Facial Expression Recognition,
HICV11(1270-1275).
IEEE DOI 1201
3D Face Recognition, 3D Facial Expression Recognition, Ethnicity-based Subject Retrieval BibRef

Fang, T.H.[Tian-Hong], Zhao, X.[Xi], Shah, S.K.[Shishir K.], Kakadiaris, I.A.[Ioannis A.],
4D facial expression recognition,
4DMOD11(1594-1601).
IEEE DOI 1201
BibRef

Jeni, L.A.[László A.], Lorincz, A.[András], Nagy, T.[Tamás], Palotai, Z.[Zsolt], Sebok, J.[Judit], Szabó, Z.[Zoltán], Takács, D.[Dániel],
3D shape estimation in video sequences provides high precision evaluation of facial expressions,
IVC(30), No. 10, October 2012, pp. 785-795.
Elsevier DOI 1210
Constrained Local Model; Shape information; Action unit recognition; Emotion classification; CK+; BU-4DFE BibRef

Zhao, X.[Xi], Dellandréa, E.[Emmanuel], Zou, J.H.[Jian-Hua], Chen, L.M.[Li-Ming],
A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models,
IVC(31), No. 3, March 2013, pp. 231-245.
Elsevier DOI 1303
Bayesian Belief Network; Statistical feature model; 3D face; Facial expression recognition; Action units recognition; Automatic landmarking
See also Accurate Landmarking of Three-Dimensional Facial Data in the Presence of Facial Expressions and Occlusions Using a Three-Dimensional Statistical Facial Feature Model. BibRef

Chen, J.X.[Ji-Xu], Liu, X.M.[Xiao-Ming], Tu, P.[Peter], Aragones, A.[Amy],
Learning person-specific models for facial expression and action unit recognition,
PRL(34), No. 15, 2013, pp. 1964-1970.
Elsevier DOI 1309
BibRef
Earlier:
Person-specific expression recognition with transfer learning,
ICIP12(2621-2624).
IEEE DOI 1302
Transfer learning BibRef

Chen, J.X.[Ji-Xu], Liu, X.M.[Xiao-Ming],
Transfer learning with one-class data,
PRL(37), No. 1, 2014, pp. 32-40.
Elsevier DOI 1402
Transfer learning BibRef

Soladié, C.[Catherine], Stoiber, N.[Nicolas], Séguier, R.[Renaud],
Invariant representation of facial expressions for blended expression recognition on unknown subjects,
CVIU(117), No. 11, 2013, pp. 1598-1609.
Elsevier DOI 1309
BibRef
Earlier: A1, A3, A2:
Bilinear decomposition for blended expressions representation,
VCIP13(1-6)
IEEE DOI 1402
BibRef
Earlier: A1, A2, A3:
A new invariant representation of facial expressions: Definition and application to blended expression recognition,
ICIP12(2617-2620).
IEEE DOI 1302
emotion recognition. Facial expression BibRef

Senechal, T.[Thibaud], Rapp, V.[Vincent], Salam, H.[Hanan], Seguier, R.[Renaud], Bailly, K.[Kevin], Prevost, L.[Lionel],
Combining AAM coefficients with LGBP histograms in the multi-kernel SVM framework to detect facial action units,
FG11(860-865).
IEEE DOI 1103

See also Multiple kernel learning SVM and statistical validation for facial landmark detection. BibRef

Weber, R., Barrielle, V., Soladié, C.[Catherine], Séguier, R.[Renaud],
Unsupervised Adaptation of a Person-Specific Manifold of Facial Expressions,
AffCom(11), No. 3, July 2020, pp. 419-432.
IEEE DOI 2008
Manifolds, Adaptation models, Face, Face recognition, Computational modeling, Feature extraction, Databases, unsupervised model BibRef

Yurtkan, K.[Kamil], Demirel, H.[Hasan],
Entropy-based feature selection for improved 3D facial expression recognition,
SIViP(8), No. 2, February 2014, pp. 267-277.
WWW Link. 1402
BibRef

Yurtkan, K.[Kamil], Demirel, H.[Hasan],
Feature selection for improved 3D facial expression recognition,
PRL(38), No. 1, 2014, pp. 26-33.
Elsevier DOI 1402
Facial expression analysis BibRef

Zarbakhsh, P.[Payam], Demirel, H.[Hasan],
4D facial expression recognition using multimodal time series analysis of geometric landmark-based deformations,
VC(36), No. 5, May 2020, pp. 951-965.
WWW Link. 2005
BibRef

Soyel, H.[Hamit], Demirel, H.[Hasan],
Facial Expression Recognition Using 3D Facial Feature Distances,
ICIAR07(831-838).
Springer DOI 0708
BibRef

Patil, R.A.[Rajesh A.], Sahula, V.[Vineet], Mandal, A.S.,
Features classification using geometrical deformation feature vector of support vector machine and active appearance algorithm for automatic facial expression recognition,
MVA(25), No. 3, April 2014, pp. 747-761.
WWW Link. 1404
BibRef

Hayat, M.[Munawar], Bennamoun, M.[Mohammed],
An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition,
AffCom(5), No. 3, July 2014, pp. 301-313.
IEEE DOI 1412
Hilbert spaces BibRef

Hayat, M.[Munawar], Bennamoun, M.[Mohammed], El-Sallam, A.A.[Amar A.],
Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos,
WACV13(83-88).
IEEE DOI 1303
BibRef

Shao, J.[Jie], Gori, I.[Ilaria], Wan, S.H.[Shao-Hua], Aggarwal, J.K.,
3D dynamic facial expression recognition using low-resolution videos,
PRL(65), No. 1, 2015, pp. 157-162.
Elsevier DOI 1511
3D dynamic facial expression recognition BibRef

Danelakis, A.[Antonios], Theoharis, T.[Theoharis], Pratikakis, I.[Ioannis], Perakis, P.[Panagiotis],
An effective methodology for dynamic 3D facial expression retrieval,
PR(52), No. 1, 2016, pp. 174-185.
Elsevier DOI 1601
Dynamic 3D mesh sequence BibRef

Danelakis, A.[Antonios], Theoharis, T.[Theoharis], Pratikakis, I.[Ioannis],
A robust spatio-temporal scheme for dynamic 3D facial expression retrieval,
VC(32), No. 2, February 2016, pp. 257-269.
WWW Link. 1602
BibRef

Danelakis, A.[Antonios], Theoharis, T.[Theoharis], Pratikakis, I.[Ioannis],
A spatio-temporal wavelet-based descriptor for dynamic 3D facial expression retrieval and recognition,
VC(32), No. 6-8, June 2016, pp. 1001-1011.
WWW Link. 1608
BibRef

Moeini, A.[Ali], Faez, K.[Karim], Sadeghi, H.[Hamid], Moeini, H.[Hossein],
2D facial expression recognition via 3D reconstruction and feature fusion,
JVCIR(35), No. 1, 2016, pp. 1-14.
Elsevier DOI 1602
BibRef
Earlier: A1, A4, A2, Only:
Pose-Invariant Facial Expression Recognition Based on 3D Face Reconstruction and Synthesis from a Single 2D Image,
ICPR14(1746-1751)
IEEE DOI 1412
Facial expression recognition Databases
See also Real-world gender classification via local Gabor binary pattern and three-dimensional face reconstruction by generic elastic model.
See also Regression Facial Attribute Classification via simultaneous dictionary learning. BibRef

Moeini, A.[Ali], Faez, K.[Karim], Moeini, H.[Hossein], Safai, A.M.[Armon Matthew],
Facial expression recognition using dual dictionary learning,
JVCIR(45), No. 1, 2017, pp. 20-33.
Elsevier DOI 1704
Facial Expression Recognition BibRef

Li, H., Sun, J., Xu, Z., Chen, L.,
Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network,
MultMed(19), No. 12, December 2017, pp. 2816-2831.
IEEE DOI 1712
Face, Face recognition, Feature extraction, Shape, Solid modeling, textured three-dimensional (3D) face scan BibRef

Zarbakhsh, P.[Payam], Demirel, H.[Hasan],
Low-rank sparse coding and region of interest pooling for dynamic 3D facial expression recognition,
SIViP(12), No. 8, November 2018, pp. 1611-1618.
WWW Link. 1809
BibRef

Derkach, D.[Dmytro], Sukno, F.M.[Federico M.],
Automatic local shape spectrum analysis for 3D facial expression recognition,
IVC(79), 2018, pp. 86-98.
Elsevier DOI 1811
BibRef
Earlier: Derkach, D., Sukno, F.M.[Federico M.],
Local Shape Spectrum Analysis for 3D Facial Expression Recognition,
FG17(41-47)
IEEE DOI 1707
Facial expression recognition, 3D face, Spectral shape analysis, Laplace operators. Eigenvalues and eigenfunctions, Face, Geometry, Shape BibRef

Chang, F.J.[Feng-Ju], Tran, A.T.[Anh Tuan], Hassner, T.[Tal], Masi, I.[Iacopo], Nevatia, R.[Ram], Medioni, G.[Gérard],
Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation,
IJCV(127), No. 6-7, June 2019, pp. 930-956.
Springer DOI 1906
BibRef
Earlier:
ExpNet: Landmark-Free, Deep, 3D Facial Expressions,
FG18(122-129)
IEEE DOI 1806
Benchmark testing, Face, Shape, Solid modeling, Standards, Training, 3D expression modeling, deep neural networks BibRef

Zhen, Q.K.[Qing-Kai], Huang, D.[Di], Drira, H.[Hassen], Amor, B.B.[Boulbaba Ben], Wang, Y.H.[Yun-Hong], Daoudi, M.[Mohamed],
Magnifying Subtle Facial Motions for Effective 4D Expression Recognition,
AffCom(10), No. 4, October 2019, pp. 524-536.
IEEE DOI 1912
BibRef
And: A1, A2, A5, A3, A4, A6:
Magnifying subtle facial motions for 4D Expression Recognition,
ICPR16(2252-2257)
IEEE DOI 1705
Hidden Markov models, Feature extraction, Face recognition, Support vector machines, key frame detection. Face, Geometry, Measurement, Shape. BibRef

Alexandre, G.R.[Gilderlane Ribeiro], Soares, J.M.[José Marques], Pereira-Thé, G.A.[George André],
Systematic review of 3D facial expression recognition methods,
PR(100), 2020, pp. 107108.
Elsevier DOI 2005
Survey, Facial Expressions. 3D facial expression recognition, Systematic literature review, Preprocessing techniques, Classification setup BibRef

di Martino, J.M.[J. Matías], Suzacq, F.[Fernando], Delbracio, M.[Mauricio], Qiu, Q.[Qiang], Sapiro, G.[Guillermo],
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method,
PAMI(42), No. 7, July 2020, pp. 1582-1593.
IEEE DOI 2006
Feature extraction, Face recognition, Facial features, 3D facial analysis BibRef

Fu, Y.F.[Yun-Fang], Ruan, Q.Q.[Qiu-Qi], Luo, Z.Y.[Zi-Yan], An, G.Y.[Gao-Yun], Jin, Y.[Yi],
Orthogonal tucker decomposition using factor priors for 2D+3D facial expression recognition,
IET-Bio(10), No. 6, 2021, pp. 664-678.
DOI Link 2110
BibRef

Zou, K.F.[Kai-Feng], Yu, B.Y.[Bo-Yang], Seo, H.[Hyewon],
3D Facial Expression Generator Based on Transformer VAE,
ICIP23(2550-2554)
IEEE DOI Code:
WWW Link. 2312
BibRef

Sui, M.Z.[Ming-Zhe], Li, H.[Hanting], Zhu, Z.Q.[Zhao-Qing], Zhao, F.[Feng],
AFNet-M: Adaptive Fusion Network with Masks for 2D+3D Facial Expression Recognition,
ICIP23(116-120)
IEEE DOI 2312
BibRef

Egger, B.[Bernhard], Sutherland, S.[Skylar], Medin, S.C.[Safa C.], Tenenbaum, J.[Joshua],
Identity-Expression Ambiguity in 3D Morphable Face Models,
FG21(1-7)
IEEE DOI 2303
Solid modeling, Image resolution, Shape, Gesture recognition, Rendering (computer graphics), Task analysis BibRef

Shang, J.X.[Jia-Xiang], Chen, Y.J.[Ya-Jing],
3D-FERNet: A Facial Expression Recognition Network utilizing 3D information,
ICPR22(3265-3272)
IEEE DOI 2212
Solid modeling, Face recognition, Aggregates, Predictive models, Benchmark testing, Feature extraction BibRef

Sun, H.[Hao], Pears, N.[Nick], Gu, Y.J.[Ya-Jie],
Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling,
WACV22(2334-2343)
IEEE DOI 2202
Training, Solid modeling, Genetic expression, Privacy and Ethics in Vision BibRef

Bodur, R.[Rumeysa], Bhattarai, B.[Binod], Kim, T.K.[Tae-Kyun],
3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning,
WACV21(2391-2400)
IEEE DOI 2106
Training, Surface reconstruction, Solid modeling, Shape, Supervised learning, Benchmark testing BibRef

Bao, Z., You, S., Gu, L., Yang, Z.,
Single-Image Facial Expression Recognition Using Deep 3D Re-Centralization,
CVPM19(1628-1636)
IEEE DOI 2004
face recognition, neural nets, stereo image processing, 3D face model, end-to-end deep neural network, FER task, Deep Learning BibRef

Cui, W.T.[Wen-Ting], Du, S.Y.[Shao-Yi], Wan, T.[Teng], Liu, Y.[Yan], Liu, Y.Y.[Yu-Ying], Yang, Y.[Yang], Mou, Q.N.[Qing-Nan], Han, M.Q.[Meng-Qi], Guo, Y.C.[Yu-Cheng],
3-d Oral Shape Retrieval Using Registration Algorithm,
MMMod20(II:340-349).
Springer DOI 2003
BibRef

Ly, S.T., Do, N., Lee, G., Kim, S., Yang, H.,
A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets,
ICIP19(3492-3496)
IEEE DOI 1910
Facial Expression Recognition, 3D Facial Expression Recognition BibRef

Wei, X.F.[Xiao-Fan], Li, H.B.[Hui-Bin], Sun, J.[Jian], Chen, L.M.[Li-Ming],
Unsupervised Domain Adaptation with Regularized Optimal Transport for Multimodal 2D+3D Facial Expression Recognition,
FG18(31-37)
IEEE DOI 1806
Databases, Face, Face recognition, Feature extraction, Training, optimal transport BibRef

Jan, A., Ding, H., Meng, H., Chen, L., Li, H.,
Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition,
FG18(466-472)
IEEE DOI 1806
Face, Face recognition, Feature extraction, Shape, Task analysis, Human-Computer Interaction BibRef

Oyedotun, O.K., Demisse, G., Shabayek, A.E.R., Aouada, D., Ottersten, B.,
Facial Expression Recognition via Joint Deep Learning of RGB-Depth Map Latent Representations,
EmotionComp17(3161-3168)
IEEE DOI 1802
Face recognition, Feature extraction, Pipelines, Robustness, Training, BibRef

Bejaoui, H.[Hela], Ghazouani, H.[Haythem], Barhoumi, W.[Walid],
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern,
ACIVS17(39-50).
Springer DOI 1712
BibRef

Vandeventer, J.[Jason], Gräser, L.[Lukas], Rychlowska, M.[Magdalena], Rosin, P.L.[Paul L.], Marshall, D.[Dave],
Towards 4D Coupled Models of Conversational Facial Expression Interactions,
BMVC15(xx-yy).
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Yudin, E.[Eric], Wetzler, A.[Aaron], Sela, M.[Matan], Kimmel, R.[Ron],
Improving 3D Facial Action Unit Detection with Intrinsic Normalization,
DIFF-CV15(xx-yy).
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Aly, S., Abbott, A.L., Torki, M.,
A multi-modal feature fusion framework for kinect-based facial expression recognition using Dual Kernel Discriminant Analysis (DKDA),
WACV16(1-10)
IEEE DOI 1606
Face BibRef

Aly, S.[Sherin], Youssef, A.[Amira], Abbott, A.L.[A. Lynn],
Adaptive feature selection and data pruning for 3D facial expression recognition using the Kinect,
ICIP14(1361-1365)
IEEE DOI 1502
Accuracy BibRef

Xue, M.L.[Ming-Liang], Mian, A.[Ajmal], Liu, W.Q.[Wan-Quan], Li, L.[Ling],
Automatic 4D Facial Expression Recognition Using DCT Features,
WACV15(199-206)
IEEE DOI 1503
BibRef
Earlier:
Fully automatic 3D facial expression recognition using local depth features,
WACV14(1096-1103)
IEEE DOI 1406
Face. Databases BibRef

Osawa, S.[Shunya], Duan, G.F.[Gui-Fang], Seo, M.[Masataka], Igarashi, T.[Takanori], Chen, Y.W.[Yen-Wei],
Reconstruction of 3D dynamic expressions from single facial image,
ICIP13(1386-1390)
IEEE DOI 1402
3D dynamic expression;reconstruction;subspace learning BibRef

Maalej, A.[Ahmed], Tabia, H.[Hedi], Benhabiles, H.[Halim],
Dynamic 3D Facial Expression Recognition Using Robust Shape Features,
SCIA13(309-318).
Springer DOI 1311
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Zeng, W.[Wei], Li, H.B.[Hui-Bin], Chen, L.M.[Li-Ming], Morvan, J.M.[Jean-Marie], Gu, X.D.,
An automatic 3D expression recognition framework based on sparse representation of conformal images,
FG13(1-8)
IEEE DOI 1309
face recognition BibRef

Li, W.J.[Wei-Jian], Huang, D.[Di], Li, H.B.[Hui-Bin], Wang, Y.H.[Yun-Hong],
Automatic 4D Facial Expression Recognition Using Dynamic Geometrical Image Network,
FG18(24-30)
IEEE DOI 1806
Face, Feature extraction, Hidden Markov models, Shape, Training, Joint-loss-function BibRef

Yang, X.D.[Xu-Dong], Huang, D.[Di], Wang, Y.H.[Yun-Hong], Chen, L.M.[Li-Ming],
Automatic 3D facial expression recognition using geometric scattering representation,
FG15(1-6)
IEEE DOI 1508
emotion recognition BibRef

Li, H.[Huibin], Chen, L.M.[Li-Ming], Huang, D.[Di], Wang, Y.H.[Yun-Hong], Morvan, J.M.[Jean-Marie],
3D facial expression recognition via multiple kernel learning of Multi-Scale Local Normal Patterns,
ICPR12(2577-2580).
WWW Link. 1302
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Drira, H.[Hassen], Ben Amor, B.[Boulbaba], Daoudi, M.[Mohamed], Srivastava, A.[Anuj], Berretti, S.[Stefano],
3D dynamic expression recognition based on a novel Deformation Vector Field and Random Forest,
ICPR12(1104-1107).
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Matuszewski, B.J.[Bogdan J.], Quan, W.[Wei], Shark, L.K.[Lik-Kwan],
High-resolution comprehensive 3-D dynamic database for facial articulation analysis,
BenchFace11(2128-2135).
IEEE DOI 1201
Dataset, Facial Expressions. BibRef

Jeni, L.A.[Laszlo A.], Takacs, D.[Daniel], Lorincz, A.[Andras],
High quality facial expression recognition in video streams using shape related information only,
BenchFace11(2168-2174).
IEEE DOI 1201
BibRef

Jain, S.[Suyog], Hu, C.B.[Chang-Bo], Aggarwal, J.K.,
Facial expression recognition with temporal modeling of shapes,
4DMOD11(1642-1649).
IEEE DOI 1201
BibRef

Pinto, S.C.D., Mena-Chalco, J.P., Lopes, F.M., Velho, L., Cesar, R.M.,
3D facial expression analysis by using 2D AND 3D wavelet transforms,
ICIP11(1281-1284).
IEEE DOI 1201
BibRef

Le, V.[Vuong], Tang, H.[Hao], Huang, T.S.[Thomas S.],
Expression recognition from 3D dynamic faces using robust spatio-temporal shape features,
FG11(414-421).
IEEE DOI 1103
BibRef

Zhou, M.C.[Ming-Cai], Wang, Y.S.[Yang-Sheng], Huang, X.S.[Xiang-Sheng],
Real-Time 3D Face and Facial Action Tracking Using Extended 2D+3D AAMs,
ICPR10(3963-3966).
IEEE DOI 1008
BibRef

Venkatesh, Y.V., Kassim, A.K.[Ashraf K.], Murthy, O.V.R.[O.V. Ramana],
Resampling Approach to Facial Expression Recognition Using 3D Meshes,
ICPR10(3772-3775).
IEEE DOI 1008
BibRef

Pan, G.[Gang], Han, S.[Song], Wu, Z.H.[Zhao-Hui], Zhang, Y.T.[Yu-Ting],
Removal of 3D facial expressions: A learning-based approach,
CVPR10(2614-2621).
IEEE DOI 1006
BibRef

Kalinkina, D.[Daria], Gagalowicz, A.[André],
New Human Face Expression Tracking,
MIRAGE09(321-331).
Springer DOI 0905
BibRef

Maurel, P.[Pierre], McGonigal, A.[Aileen], Keriven, R.[Renaud], Chauvel, P.[Patrick],
3D model fitting for facial expression analysis under uncontrolled imaging conditions,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Tang, H.[Hao], Huang, T.S.[Thomas S.],
3D facial expression recognition based on properties of line segments connecting facial feature points,
FG08(1-6).
IEEE DOI 0809
BibRef
And:
3D facial expression recognition based on automatically selected features,
3DFace08(1-8).
IEEE DOI 0806
BibRef

Cook, J.A.[Jamie A.], Cox, M.[Mark], Chandran, V.[Vinod], Sridharan, S.[Sridha],
Robust 3D Face Recognition from Expression Categorisation,
ICB07(271-280).
Springer DOI 0708
BibRef

Mpiperis, I.[Iordanis], Malassiotis, S.[Sotiris], Strintzis, M.G.[Michael G.],
Bilinear elastically deformable models with application to 3D face and facial expression recognition,
FG08(1-8).
IEEE DOI 0809
BibRef
And:
Expression-Compensated 3D Face Recognition with Geodesically Aligned Bilinear Models,
BTAS08(1-6).
IEEE DOI 0809
BibRef
Earlier:
Expression Compensation for Face Recognition Using a Polar Geodesic Representation,
3DPVT06(224-231).
IEEE DOI 0606
BibRef

Ghys, C.[Charlotte], Paragios, N.[Nikos], Bascle, B.[Bénédicte],
Understanding 3D Emotions Through Compact Anthropometric Autoregressive Models,
ISVC06(I: 793-802).
Springer DOI 0611
BibRef

Ghys, C.[Charlotte], Paragios, N.[Nikos], Bascle, B.[Bénédicte],
Graph-Based Multi-resolution Temporal-Based Face Reconstruction,
ISVC06(I: 803-812).
Springer DOI 0611
BibRef

Hähnel, M.[Michael], Wiratanaya, A.[Andreas], Kraiss, K.F.[Karl-Friedrich],
Facial Expression Modelling from Still Images Using a Single Generic 3D Head Model,
DAGM06(324-333).
Springer DOI 0610
BibRef

Kaiser, M.[Moritz], Arsic, D.[Dejan], Sural, S.[Shamik], Rigoll, G.[Gerhard],
Robust tracking of facial feature points with 3D Active Shape Models,
ICIP10(3829-3832).
IEEE DOI 1009

See also Dense point-to-point correspondences between 3D faces using parametric remeshing for constructing 3D Morphable Models. BibRef

Arsic, D., Schenk, J., Schuller, B., Wallhoff, F., Rigoll, G.,
Submotions for Hidden Markov Model Based Dynamic Facial Action Recognition,
ICIP06(673-676).
IEEE DOI 0610

See also Robust Multi-Modal Group Action Recognition in Meetings from Disturbed Videos with the Asynchronous Hidden Markov Model. BibRef

Muller, S., Wallhoff, F., Hulsken, F., Rigoll, G.,
Facial Expression Recognition Using Pseudo 3-D Hidden Markov Models,
ICPR02(II: 32-35).
IEEE DOI 0211
BibRef

Wang, Q.A.[Qi-Ang], Ai, H.Z.[Hai-Zhou], Xu, G.Y.[Guang-You],
3D model based expression tracking in intrinsic expression space,
AFGR04(487-492).
IEEE DOI 0411
BibRef

Yabui, T., Kenmochi, Y., Kotani, K.,
Facial expression analysis from 3d range images; comparison with the analysis from 2d images and their integration,
ICIP03(II: 879-882).
IEEE DOI 0312
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Multi-View Face Expression Recognition and Analysis .