21.3.6.1.10 Face Expression Recognition from a Single Image

Chapter Contents (Back)
Faces, Expression. Facial Expressions. See also Emotion Recognition from Face Images.

Arad, N., Dyn, N., Reisfeld, D., Yeshurun, Y.,
Image Warping by Radial Basis Functions: Application to Facial Expressions,
GMIP(56), No. 2, March 1994, pp. 161-172. BibRef 9403
Earlier: A3, A1, A4, Only:
Normalization of Face Images Using Few Anchors,
ICPR94(A:761-763).
IEEE DOI BibRef

Arad, N., Reisfeld, D.,
Image Warping Using Few Anchor Points and Radial Functions,
Comp. Graphics Forum(14), No. 1, March 1995, pp. 35-46. BibRef 9503

Zhang, Z.Y.,
Feature-Based Facial Expression Recognition: Sensitivity Analysis and Experiments with a Multilayer Perceptron,
PRAI(13), No. 6, September 1999, pp. 893. 0005
BibRef

Lyons, M.J.[Michael J.], Budynek, J.[Julien], Akamatsu, S.[Shigeru],
Automatic Classification of Single Facial Images,
PAMI(21), No. 12, December 1999, pp. 1357-1362.
IEEE DOI 0001
Elastic graph match using Gabor wavelets. BibRef

Zhang, Z.Y.[Zheng-You], Lyons, M.J., Schuster, M., Akamatsu, S.,
Comparison Between Geometry-Based and Gabor-Wavelets-Based Facial Expression Recognition Using Multi-Layer Perceptron,
AFGR98(454-459).
IEEE DOI BibRef 9800

Lyons, M.J.[Michael J.], Budynek, J.[Julien], Plante, A.[Andre], Akamatsu, S.[Shigeru],
Classifying Facial Attributes using 2-D Gabor Wavelets and Discriminant Analysis,
AFGR00(202-207).
IEEE DOI 0003
BibRef

Lyons, M.J., Akamatsu, S., Kamachi, M., Gyoba, J.,
Coding Facial Expressions with Gabor Wavelets,
AFGR98(200-205).
IEEE DOI Dataset, Facial Expressions.
HTML Version. 213 images of 7 facial expressions, 10 Japanese female subjects. BibRef 9800

Chang, C.C.[Chin-Chun], Tsai, W.H.[Wen-Hsiang],
Determination of Head Pose and Facial Expression from a Single Perspective View by Successive Scaled Orthographic Approximations,
IJCV(46), No. 3, February-March 2002, pp. 179-199.
DOI Link 0202
BibRef

Gao, Y.S.[Yong-Sheng], Leung, M.K.H., Hui, S.C.[Siu Cheung], Tananda, M.W.,
Facial expression recognition from line-based caricatures,
SMC-A(33), No. 3, May 2003, pp. 407-412.
IEEE Abstract. 0309
BibRef

Thomaz, C.E.[Carlos E.], Gillies, D.F.[Duncan F.], Feitosa, R.Q.[Raul Q.],
Using Mixture Covariance Matrices to Improve Face and Facial Expression Recognitions,
PRL(24), No. 13, September 2003, pp. 2159-2165.
Elsevier DOI 0307
BibRef
Earlier: AVBPA01(71).
Springer DOI 0310
BibRef

Thomaz, C.E.[Carlos E.], Gillies, D.F.[Duncan F.],
Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition,
AVBPA03(172-181).
Springer DOI 0310
BibRef

Ma, L., Khorasani, K.,
Facial Expression Recognition Using Constructive Feedforward Neural Networks,
SMC-B(34), No. 3, June 2004, pp. 1588-1595.
IEEE Abstract. 0407
BibRef

Guo, G., Dyer, C.R.,
Learning From Examples in the Small Sample Case: Face Expression Recognition,
SMC-B(35), No. 3, June 2005, pp. 477-488.
IEEE DOI 0508
BibRef

Liang, D.[Dong], Yang, J.[Jie], Zheng, Z.L.[Zhong-Long], Chang, Y.C.[Yu-Chou],
A facial expression recognition system based on supervised locally linear embedding,
PRL(26), No. 15, November 2005, pp. 2374-2389.
Elsevier DOI 0510
BibRef

Yu, J.G.[Jian-Gang], Bhanu, B.[Bir],
Evolutionary feature synthesis for facial expression recognition,
PRL(27), No. 11, August 2006, pp. 1289-1298.
Elsevier DOI 0606
Genetic programming; Feature learning; Gabor filters BibRef

Hernandez, B.[Benjamin], Olague, G.[Gustavo], Hammoud, R.I.[Riad I.], Trujillo, L.[Leonardo], Romero, E.[Eva],
Visual learning of texture descriptors for facial expression recognition in thermal imagery,
CVIU(106), No. 2-3, May-June 2007, pp. 258-269.
Elsevier DOI 0705
BibRef
Earlier: A4, A2, A3, A1, Only:
Automatic Feature Localization in Thermal Images for Facial Expression Recognition,
OTCBVS05(III: 14-14).
IEEE DOI 0507
Facial expression recognition; Evolutionary computation; Co-occurrence matrix; Support vector machine BibRef

Chen, H.Y.[Hsiuao-Ying], Huang, C.L.[Chung-Lin], Fu, C.M.[Chih-Ming],
Hybrid-boost learning for multi-pose face detection and facial expression recognition,
PR(41), No. 3, March 2008, pp. 1173-1185.
Elsevier DOI 0711
Pattern classification; Adaboost; Hybrid-boost; Face detection; Face expression recognition BibRef

Ioannou, S.[Spiros], Caridakis, G.[George], Karpouzis, K.[Kostas], Kollias, S.[Stefanos],
Robust Feature Detection for Facial Expression Recognition,
JIVP(2007), 2007, pp. xx-yy.
DOI Link 0804
BibRef

Chen, F.[Fan], Kotani, K.[Kazunori],
Facial Expression Recognition by Supervised Independent Component Analysis Using MAP Estimation,
IEICE(E91-D), No. 2, February 2008, pp. 341-350.
DOI Link 0802
BibRef

Zhan, Y.Z.[Yong-Zhao], Ye, J.F.[Jing-Fu], Niu, D.J.[De-Jiao], Cao, P.[Peng],
Facial Expression Recognition Based On Gabor Wavelet Transformation And Elastic Templates Matching,
IJIG(6), No. 1, January 2006, pp. 125-138. 0601
BibRef

Xie, X.D.[Xu-Dong], Lam, K.M.[Kin-Man],
Facial expression recognition based on shape and texture,
PR(42), No. 5, May 2009, pp. 1003-1011.
Elsevier DOI 0902
Face recognition; Facial expression recognition; Elastic shape-texture matching; Spatially maximum occurrence model; Gabor wavelets See also Face recognition under varying illumination based on a 2D face shape model. BibRef

Kumano, S.[Shiro], Otsuka, K.[Kazuhiro], Yamato, J.J.[Jun-Ji], Maeda, E.[Eisaku], Sato, Y.[Yoichi],
Pose-Invariant Facial Expression Recognition Using Variable-Intensity Templates,
IJCV(83), No. 2, June 2009, pp. xx-yy.
Springer DOI 0903
BibRef
Earlier: ACCV07(I: 324-334).
Springer DOI 0711
BibRef
And:
Combining Stochastic and Deterministic Search for Pose-Invariant Facial Expression Recognition,
BMVC08(xx-yy).
PDF File. 0809
BibRef

Kyperountas, M.[Marios], Tefas, A.[Anastasios], Pitas, I.[Ioannis],
Salient feature and reliable classifier selection for facial expression classification,
PR(43), No. 3, March 2010, pp. 972-986.
Elsevier DOI 1001
Facial expression classification; Salient feature selection; Classifier selection; Two-class classification See also Dynamic training using multistage clustering for face recognition. BibRef

Sorci, M., Antonini, G., Cruz, J., Robin, T., Bierlaire, M.[Michel], Thiran, J.P.[Jean-Philippe],
Modelling human perception of static facial expressions,
IVC(28), No. 5, May 2010, pp. 790-806.
Elsevier DOI 1003
BibRef
Earlier: A1, A6, A3, A4, A5, Only: FG08(1-8).
IEEE DOI 0809
Facial expressions; Behavioural modelling; Discrete choice models BibRef

Antonini, G.[Gianluca], Sorci, M.[Matteo], Bierlaire, M.[Michel], Thiran, J.P.[Jean-Philippe],
Discrete Choice Models for Static Facial Expression Recognition,
ACIVS06(710-721).
Springer DOI 0609
BibRef

Song, M., Tao, D., Liu, Z., Li, X., Zhou, M.,
Image Ratio Features for Facial Expression Recognition Application,
SMC-B(40), No. 3, June 2010, pp. 779-788.
IEEE DOI 1006
BibRef

Lu, H.C.[Hu-Chuan], Huang, Y.J.[Ying-Jie], Chen, Y.W.[Yen-Wei],
Automatic Facial Expression Recognition Based on Pixel-Pattern-Based Texture Feature,
IJIST(20), No. 3, September 2010, pp. 253-260.
DOI Link 1008
See also Automatic Gender Recognition Based on Pixel-Pattern-Based Texture Feature. BibRef

Huang, Y., Li, Y., Fan, N.,
Robust Symbolic Dual-View Facial Expression Recognition With Skin Wrinkles: Local Versus Global Approach,
MultMed(12), No. 6, 2010, pp. 536-543.
IEEE DOI 1003
BibRef

Liu, S.[Shuai], Ruan, Q.Q.[Qiu-Qi],
Orthogonal Tensor Neighborhood Preserving Embedding for facial expression recognition,
PR(44), No. 7, July 2011, pp. 1497-1513.
Elsevier DOI 1103
Dimensionality reduction; Generalized tensor subspace model; Orthonormal basis tensor; Orthogonal Tensor Neighborhood Preserving Embedding (OTNPE); Facial expression recognition BibRef

Liu, S.[Shuai], Ruan, Q.Q.[Qiu-Qi], Ni, R.R.[Rong-Rong],
Orthogonal Discriminant Neighborhood Preserving Embedding for facial expression recognition,
ICIP10(2757-2760).
IEEE DOI 1009
BibRef

Shan, C.F.[Cai-Feng],
Smile Detection by Boosting Pixel Differences,
IP(21), No. 1, January 2012, pp. 431-436.
IEEE DOI 1112
BibRef
Earlier:
An efficient approach to smile detection,
FG11(759-764).
IEEE DOI 1103
BibRef

Gritti, T.[Tommaso], Shan, C.F.[Cai-Feng], Jeanne, V.[Vincent], Braspenning, R.[Ralph],
Local Features Based Facial Expression Recognition with Face Registration Errors,
FG08(1-8).
IEEE DOI 0809
BibRef

Shan, C.F.[Cai-Feng], Gritti, T.[Tommaso],
Learning Discriminative LBP-Histogram Bins for Facial Expression Recognition,
BMVC08(xx-yy).
PDF File. 0809
BibRef

Yu, K.[Kaimin], Wang, Z.Y.[Zhi-Yong], Zhuo, L.[Li], Wang, J.J.[Jia-Jun], Chi, Z.[Zheru], Feng, D.D.[David Dagan],
Learning realistic facial expressions from web images,
PR(46), No. 8, August 2013, pp. 2144-2155.
Elsevier DOI 1304
BibRef
Earlier: A1, A2, A2, A6, Only:
Harvesting Web Images for Realistic Facial Expression Recognition,
DICTA10(516-521).
IEEE DOI 1012
Facial expression recognition; Active learning; Multiscale analysis; Web image search; Facial expression dataset BibRef

Xue, B.[Bing], Zhang, M.J.[Meng-Jie], Browne, W.N.,
Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach,
Cyber(43), No. 6, 2013, pp. 1656-1671.
IEEE DOI 1312
Pareto optimisation BibRef

Macri, L., Browne, W.N., Zhang, M.J.[Meng-Jie],
Particle swarm optimisation based AdaBoost for facial expression classification of still images,
IVCNZ10(1-8).
IEEE DOI 1203
BibRef


Richter, M.[Matthias], Gao, H.[Hua], Ekenel, H.K.[Hazim Kemal],
Extending explicit shape regression with mixed feature channels and pose priors,
WACV14(1013-1019)
IEEE DOI 1406
Accuracy; Face; Feature extraction; Shape; Training; Training data BibRef

Richter, M.[Matthias], Gehrig, T.[Tobias], Ekenel, H.K.[Hazim Kemal],
Facial expression classification on web images,
ICPR12(3517-3520).
WWW Link. 1302
BibRef

Yang, W.G.[Wei-Guo], Zhen, S.H.[Shuo-He],
Novel Smile Feature Extraction Algorithm Using Improved Gabor for Mobile Phone Platform,
ICIG11(938-942).
IEEE DOI 1109
BibRef

Win, K.T.Z.[Khin Thu Zar], Chen, F.[Fan], Izawa, J.[Junko], Kotani, K.[Kazunori],
Pose invariant robust facial expression analysis,
ICIP10(3837-3840).
IEEE DOI 1009
BibRef

Yousefi, S.[Siamak], Nguyen, M.P.[Minh Phuoc], Kehtarnavaz, N.[Nasser], Cao, Y.[Yan],
Facial expression recognition based on diffeomorphic matching,
ICIP10(4549-4552).
IEEE DOI 1009
BibRef

Kabir, M.H., Jabid, T., Chae, O.[Oksam],
A Local Directional Pattern Variance (LDPv) Based Face Descriptor for Human Facial Expression Recognition,
AVSS10(526-532).
IEEE DOI 1009
See also Local Directional Pattern (LDP): A Robust Image Descriptor for Object Recognition. BibRef

Li, P., Phung, S.L., Bouzerdoum, A.[Abdesselam], Tivive, F.H.C.[Fok Hing Chi],
Feature selection for facial expression recognition,
EUVIP10(35-40).
IEEE DOI 1110
BibRef

Li, P.[Peiyao], Phung, S.L.[Son Lam], Bouzerdoum, A.[Abdesselam], Tivive, F.H.C.[Fok Hing Chi],
Automatic Recognition of Smiling and Neutral Facial Expressions,
DICTA10(581-586).
IEEE DOI 1012
BibRef
And:
Improved Facial Expression Recognition with Trainable 2-D Filters and Support Vector Machines,
ICPR10(3732-3735).
IEEE DOI 1008
BibRef

de Sousa, R.J.R., Rodrigues, J.M.F., du Buf, J.M.H.,
Recognition of Facial Expressions by Cortical Multi-scale Line and Edge Coding,
ICIAR10(I: 415-424).
Springer DOI 1006
BibRef

Wei, P.[Ping], Liu, Y.H.[Yue-Hu], Zheng, N.N.[Nan-Ning], Yang, Y.[Yang],
A Statistical-Structural Constraint Model for Cartoon Face Wrinkle Representation and Generation,
ACCV09(III: 466-474).
Springer DOI 0909
BibRef

Zheng, W.M.[Wen-Ming], Tang, H.[Hao], Lin, Z.C.[Zhou-Chen], Huang, T.S.[Thomas S.],
A novel approach to expression recognition from non-frontal face images,
ICCV09(1901-1908).
IEEE DOI 0909
BibRef

Bai, Y.[Yang], Guo, L.[Lihua], Jin, L.W.[Lian-Wen], Huang, Q.H.[Qing-Hua],
A novel feature extraction method using Pyramid Histogram of Orientation Gradients for smile recognition,
ICIP09(3305-3308).
IEEE DOI 0911
BibRef

Vretos, N.[Nicholas], Nikolaidis, N.D.[Nikos D.], Pitas, I.[Ioannis],
3D facial expression recognition using Zernike moments on depth images,
ICIP11(773-776).
IEEE DOI 1201
BibRef
Earlier:
A model-based facial expression recognition algorithm using Principal Components Analysis,
ICIP09(3301-3304).
IEEE DOI 0911
BibRef

Du, R.[Ruo], Wu, Q.A.[Qi-Ang], He, X.J.[Xiang-Jian], Jia, W.J.[Wen-Jing], Wei, D.M.[Da-Ming],
Facial expression recognition using histogram variances faces,
WACV09(1-7).
IEEE DOI 0912
BibRef

Tay, C., Obaid, M., Mukundan, R., Bainbridge-Smith, A.,
Facial expressions using a Quadratic Deformation Model: Analysis and synthesis,
IVCNZ09(50-55).
IEEE DOI 0911
BibRef

Obaid, M., Mukundan, R., Goecke, R., Billinghurst, M., Seichter, H.,
A Quadratic Deformation Model for Facial Expression Recognition,
DICTA09(264-270).
IEEE DOI 0912
BibRef

Ying, Z.L.[Zi-Lu], Cai, L.B.[Lin-Bo],
Support Vector Discriminant Analysis on Local Binary Patterns for Facial Expression Recognition,
CISP09(1-4).
IEEE DOI 0910
BibRef

Bai, G.[Gang], Jia, W.H.[Wan-Hong], Jin, Y.[Yang],
Facial Expression Recognition Based on Fusion Features of LBP and Gabor with LDA,
CISP09(1-5).
IEEE DOI 0910
BibRef

Sun, Y.F.[Ya-Fei], Li, Z.S.[Zhi-Shu], Tang, C.J.[Chang-Jie], Chen, Y.[Yang], Jiang, R.[Rong],
Facial Expression Analysis: A Hybrid Neural Network Based Approach,
CISP09(1-5).
IEEE DOI 0910
BibRef

Orrite-Urunuela, C.[Carlos], Gańán, A.[Andrés], Rogez, G.[Grégory],
HOG-Based Decision Tree for Facial Expression Classification,
IbPRIA09(176-183).
Springer DOI 0906
BibRef

He, L.[Li], Buenaposada, J.M.[Jose M.], Baumela, L.[Luis],
An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks,
ICPR08(1-4).
IEEE DOI 0812
(Or He Li). BibRef

Teng, K., and Liu, Y.X.[Yan-Xi],
Expression Classification using Wavelet Packet Method on Asymmetry Faces,
CMU-RI-TR-06-03, January, 2006.
WWW Link. BibRef 0601

Veloso, L.R.[Luciana R.], de Carvalho, J.M.[Joăo M.], Cavalvanti, C.S.V.C.[Claudio S.V.C.], Moura, E.S.[Eduardo S.], Coutinho, F.L.[Felipe L.], Gomes, H.M.[Herman M.],
Neural Network Classification of Photogenic Facial Expressions Based on Fiducial Points and Gabor Features,
PSIVT07(166-179).
Springer DOI 0712
BibRef

Tan, H.C.[Hua-Chun], Zhang, Y.J.[Yu-Jin],
Person-Similarity Weighted Feature for Expression Recognition,
ACCV07(II: 712-721).
Springer DOI 0711
BibRef

Manohar, V.[Vasant], Goldgof, D.B.[Dmitry B.], Sarkar, S.[Sudeep], Zhang, Y.[Yong],
Facial Strain Pattern as a Soft Forensic Evidence,
WACV07(42-42).
IEEE DOI 0702
BibRef

Seyedarabi, H.[Hadi], Lee, W.S.[Won-Sook], Aghagolzadeh, A.[Ali], Khanmohammadi, S.[Sohrab],
Facial Expressions Recognition in a Single Static as well as Dynamic Facial Images Using Tracking and Probabilistic Neural Networks,
PSIVT06(292-304).
Springer DOI 0612
BibRef

Li, X.X.[Xiao-Xing], Jia, T.[Tao], Zhang, H.[Hao],
Expression-insensitive 3D face recognition using sparse representation,
CVPR09(2575-2582).
IEEE DOI 0906
BibRef

Li, X.X.[Xiao-Xing], Mori, G., Zhang, H.[Hao],
Expression-Invariant Face Recognition with Expression Classification,
CRV06(77-77).
IEEE DOI 0607
BibRef

Yin, L.J.[Li-Jun], Wei, X.Z.[Xiao-Zhou],
Multi-Scale Primal Feature Based Facial Expression Modeling and Identification,
FGR06(603-608).
IEEE DOI 0604
BibRef

Liu, W.F.[Wei-Feng], Song, C.F.[Cai-Feng], Wang, Y.J.[Yan-Jiang], Jia, L.[Lu],
Facial Expression Recognition Based on Gabor Features and Sparse Representation,
ICARCV12(1402-1406).
IEEE DOI 1304
BibRef

Liu, W.F.[Wei-Feng], Wang, Z.F.[Zeng-Fu],
Facial Expression Recognition Based on Fusion of Multiple Gabor Features,
ICPR06(III: 536-539).
IEEE DOI 0609
BibRef

Eguchi, I., Kotani, K.,
Facial Expression Analysis by Generalized Eigen-Space Method Based on Class-Features (GEMC),
ICIP05(I: 293-296).
IEEE DOI 0512
BibRef

Kosaka, Y., Kotani, K.,
Facial expression analysis by kernel figenspace method based on class features (kemc) using non-linear basis for separation of expression-classes,
ICIP04(II: 1409-1412).
IEEE DOI 0505
BibRef

Ma, L.[Lying], Xiao, Y.G.[Ye-Gui], Khorasani, K., Ward, R.K.,
A new facial expression recognition technique using 2-D DCT and K-means algorithm,
ICIP04(II: 1269-1272).
IEEE DOI 0505
BibRef

Song, J.[Jiatao], Chi, Z.[Zheru], Liu, J.L.[Ji-Lin], Fu, H.[Hong],
Extraction of face image edges with application to expression analysis,
ICARCV04(II: 804-809).
IEEE DOI 0412
BibRef

Shinohara, Y., Otsu, N.,
Facial expression recognition using fisher weight maps,
AFGR04(499-504).
WWW Link. 0411
BibRef

Bazzo, J.J., Lamar, M.V.,
Recognizing facial actions using gabor wavelets with neutral face average difference,
AFGR04(505-510).
WWW Link. 0411
BibRef

Frank, C.[Carmen], Nöth, E.[Elmar],
Optimizing Eigenfaces by Face Masks for Facial Expression Recognition,
CAIP03(646-654).
Springer DOI 0311
BibRef
And:
Automatic Pixel Selection for Optimizing Facial Expression Recognition Using Eigenfaces,
DAGM03(378-385).
Springer DOI 0310
BibRef

Guo, G.D.[Guo-Dong], Dyer, C.R.,
Simultaneous feature selection and classifier training via linear programming: a case study for face expression recognition,
CVPR03(I: 346-352).
IEEE DOI 0307
BibRef

Bing, Y.[Yu], Ping, C.[Chen], Lianfu, J.[Jin],
Recognizing faces with expressions: Within-class space and between-class space,
ICPR02(I: 139-142).
IEEE DOI 0211
BibRef

Atae-Allah, C., Gómez-Lopera, J.F., Luque-Escamilla, P.L., Martínez-Aroza, J., Román-Roldán, R.,
Image Segmentation by Jensen-Shannon Divergence: Application to Measurement of Interfacial Tension,
ICPR00(Vol III: 379-382).
IEEE DOI 0009
BibRef

Yoneyama, M., Iwano, Y., Ohtake, A., Shirai, K.,
Facial Expressions Recognition Using Discrete Hopfield Neural Networks,
ICIP97(I: 117-120).
IEEE DOI 9710
BibRef

Kimura, S., Yachida, M.,
Facial Expression Recognition and its Degree Estimation,
CVPR97(295-300).
IEEE DOI 9704
Expression. BibRef

Sakaguchi, T., Morishima, S.,
Face Feature Extraction from Spatial Frequency for Dynamic Expression Recognition,
ICPR96(III: 451-455).
IEEE DOI 9608
(Seikei Univ., J) BibRef

Matsuno, K.[Katsuhiro], Lee, C.W.[Chil-Woo], Kimura, S.[Satoshi], Tsuji, S.[Saburo],
Automatic Recognition of Human Facial Expressions,
ICCV95(352-359).
IEEE DOI BibRef 9500

Matsuno, K.[Katsuhiro], Lee, C.W.[Chil-Woo], Tsuji, S.,
Recognition of Human Facial Expressions without Feature Extraction,
ECCV94(A:513-520).
Springer DOI BibRef 9400

Matsuno, K., Tsuji, S.,
Recognizing Human Facial Expressions in a Potential Field,
ICPR94(B:44-49).
IEEE DOI BibRef 9400

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Emotion Recognition from Face Images .


Last update:Nov 11, 2017 at 13:31:57