21.3.6.1.1 Sptatio-Temporal Analysis for Face Expression Recognition

Chapter Contents (Back)
Faces, Expression. Facial Expressions. Spatio-Temporal.

Xiang, T., Leung, M.K.H., Cho, S.Y.,
Expression recognition using fuzzy spatio-temporal modeling,
PR(41), No. 1, January 2008, pp. 204-216.
Elsevier DOI 0710
Facial expression; Fourier transform; Fuzzy C means; HCI; Hausdorff distance; Spatio-temporal BibRef

Zhao, G.Y.[Guo-Ying], Huang, X.H.[Xiao-Hua], Taini, M.[Matti], Li, S.Z.[Stan Z.], Pietikšinen, M.[Matti],
Facial expression recognition from near-infrared videos,
IVC(29), No. 9, August 2011, pp. 607-619.
Elsevier DOI 1109
BibRef
Earlier: A3, A1, A4, A5, only:
Facial expression recognition from near-infrared video sequences,
ICPR08(1-4).
IEEE DOI 0812
Facial expression recognition; Spatiotemporal descriptors; Near-infrared (NIR); Visible light (VIS); Component-based facial features BibRef

Huang, X.H.[Xiao-Hua], Zhao, G.Y.[Guo-Ying], Zheng, W.M.[Wen-Ming], Pietikšinen, M.[Matti],
Towards a dynamic expression recognition system under facial occlusion,
PRL(33), No. 16, 1 December 2012, pp. 2181-2191.
Elsevier DOI 1210
BibRef
Earlier: A1, A2, A4, A3:
Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor,
SCIA11(569-578).
Springer DOI 1105
BibRef
Earlier: A1, A2, A4, A3:
Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion,
ACIVS10(II: 312-322).
Springer DOI 1012
Component; Facial sparse representation; Multiple feature fusion; Image sequences BibRef

Taini, M.[Matti], Zhao, G.Y.[Guo-Ying], Pietikšinen, M.[Matti],
Weight-Based Facial Expression Recognition from Near-Infrared Video Sequences,
SCIA09(239-248).
Springer DOI 0906
BibRef

Feng, X.Y.[Xiao-Yi], Hadid, A.[Abdenour], Pietikšinen, M.[Matti],
A Coarse-to-Fine Classification Scheme for Facial Expression Recognition,
ICIAR04(II: 668-675).
Springer DOI 0409
BibRef

Lee, C.S.[Chan-Su], Elgammal, A.M.[Ahmed M.],
Non-linear factorised dynamic shape and appearance models for facial expression analysis and tracking,
IET-CV(6), No. 6, 2012, pp. 567-580.
DOI Link 1301
BibRef

Lee, C.S.[Chan-Su], Elgammal, A.M.[Ahmed M.], Metaxas, D.N.[Dimitris N.],
Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking,
PSIVT07(205-220).
Springer DOI 0712
BibRef
Earlier: A1, A2, Only:
Nonlinear Shape and Appearance Models for Facial Expression Analysis and Synthesis,
ICPR06(I: 497-502).
IEEE DOI 0609
See also Nonlinear Manifold Learning for Dynamic Shape and Dynamic Appearance. BibRef

Lee, C.S.[Chan-Su], Samaras, D.[Dimitris],
Analysis and synthesis of facial expressions using decomposable nonlinear generative models,
FG11(847-852).
IEEE DOI 1103
BibRef

Zhao, Z.P.[Zhi-Peng], Elgammal, A.M.[Ahmed M.],
Spatiotemporal pyramid representation for recognition of facial expressions and hand gestures,
FG08(1-6).
IEEE DOI 0809
BibRef

Elgammal, A.M.[Ahmed M.],
Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance,
GenModel04(182).
IEEE DOI 0406
BibRef

Rivera, A.R.[Adin Ramirez], Chae, O.[Oksam],
Spatiotemporal Directional Number Transitional Graph for Dynamic Texture Recognition,
PAMI(37), No. 10, October 2015, pp. 2146-2152.
IEEE DOI 1509
Compass BibRef

Rivera, A.R.[Adin Ramirez], Castillo, J.A.R.[Jorge A. Rojas], Chae, O.[Oksam],
Local Directional Number Pattern for Face Analysis: Face and Expression Recognition,
IP(22), No. 5, May 2013, pp. 1740-1752.
IEEE DOI 1303
BibRef
Earlier:
Recognition of face expressions using Local Principal Texture Pattern,
ICIP12(2609-2612).
IEEE DOI 1302
BibRef
Earlier: A2, A1, A3:
Facial expression recognition based on Local Sign Directional Pattern,
ICIP12(2613-2616).
IEEE DOI 1302
BibRef

Ryu, B., Rivera, A.R.[Adin Ramirez], Kim, J., Chae, O.[Oksam],
Local Directional Ternary Pattern for Facial Expression Recognition,
IP(26), No. 12, December 2017, pp. 6006-6018.
IEEE DOI 1710
emotion recognition, face recognition, LDTP, active codes, emotion-related features, face descriptor, facial expression recognition, independent cross-validation schemes, local directional ternary pattern, person-dependent scheme, BibRef

Rivera, A.R.[AdŪn RamŪrez], Castillo, J.A.R.[Jorge A. Rojas], Chae, O.[Oksam],
Local Directional Texture Pattern image descriptor,
PRL(51), No. 1, 2015, pp. 94-100.
Elsevier DOI 1402
Directional number pattern BibRef

Jabid, T.[Taskeed], Kabir, M.H.[M. Hasanul], Chae, O.[Oksam],
Facial expression recognition using Local Directional Pattern (LDP),
ICIP10(1605-1608).
IEEE DOI 1009
BibRef
And:
Local Directional Pattern (LDP): A Robust Image Descriptor for Object Recognition,
AVSS10(482-487).
IEEE DOI 1009
BibRef
And:
Gender Classification Using Local Directional Pattern (LDP),
ICPR10(2162-2165).
IEEE DOI 1008
See also Local Directional Pattern Variance (LDPv) Based Face Descriptor for Human Facial Expression Recognition, A. BibRef

Fan, X.J.[Xi-Jian], Tjahjadi, T.[Tardi],
A spatial-temporal framework based on histogram of gradients and optical flow for facial expression recognition in video sequences,
PR(48), No. 11, 2015, pp. 3407-3416.
Elsevier DOI 1506
Histogram of gradients BibRef

Elaiwat, S., Bennamoun, M., Boussaid, F.,
A spatio-temporal RBM-based model for facial expression recognition,
PR(49), No. 1, 2016, pp. 152-161.
Elsevier DOI 1511
Face expression recognition BibRef

Kamarol, S.K.A.[Siti Khairuni Amalina], Jaward, M.H.[Mohamed Hisham], Parkkinen, J.[Jussi], Parthiban, R.[Rajendran],
Spatiotemporal feature extraction for facial expression recognition,
IET-IPR(10), No. 7, 2016, pp. 534-541.
DOI Link 1608
emotion recognition BibRef

Kamarol, S.K.A.[Siti Khairuni Amalina], Jaward, M.H.[Mohamed Hisham], Kšlvišinen, H.[Heikki], Parkkinen, J.[Jussi], Parthiban, R.[Rajendran],
Joint facial expression recognition and intensity estimation based on weighted votes of image sequences,
PRL(92), No. 1, 2017, pp. 25-32.
Elsevier DOI 1705
Video-based, facial, expression, intensity, analysis BibRef

Kamarol, S.K.A.[Siti Khairuni Amalina], Meli, N.S.[Nor Syazana], Jaward, M.H.[Mohamed Hisham], Kamrani, N.[Nader],
Spatio-temporal texture-based feature extraction for spontaneous facial expression recognition,
MVA15(467-470)
IEEE DOI 1507
Algorithm design and analysis BibRef

Zhang, K., Huang, Y., Du, Y., Wang, L.,
Facial Expression Recognition Based on Deep Evolutional Spatial-Temporal Networks,
IP(26), No. 9, September 2017, pp. 4193-4203.
IEEE DOI 1708
emotion recognition, face recognition, geometry, recurrent neural nets, video signal processing, MSCNN, PHRNN, deep evolutional spatial-temporal networks, dynamic-still information extraction, expression dynamical evolution, facial expression information analysis, facial landmarks, BibRef

Kim, J.C.[Jin-Chul], Chun, S.[Sung_Yong], Lee, C.S.[Chan-Su],
Multi-modal motion dictionary learning for facial expression recognition,
IJCVR(7), No. 4, 2017, pp. 443-453.
DOI Link 1708
BibRef

Chen, J.H.[Jin-Hui], Takiguchi, T.[Tetsuya], Ariki, Y.[Yasuo],
Rotation-reversal invariant HOG cascade for facial expression recognition,
SIViP(11), No. 8, November 2017, pp. 1485-1492.
WWW Link. 1710
BibRef

Shabat, A.M.M.[Abuobayda M.M.], Tapamo, J.R.[Jules-Raymond],
Angled local directional pattern for texture analysis with an application to facial expression recognition,
IET-CV(12), No. 5, August 2018, pp. 603-608.
DOI Link 1807
BibRef
Earlier:
An Improved Scheme of Local Directional Pattern for Texture Analysis with an Application to Facial Expressions,
CAIP17(II: 165-177).
Springer DOI 1708
BibRef
Earlier:
Directional Local Binary Pattern for Texture Analysis,
ICIAR16(226-233).
Springer DOI 1608
BibRef

Holder, R.P.[Ross Philip], Tapamo, J.R.[Jules-Raymond],
Using Facial Expression Recognition for Crowd Monitoring,
PSIVT17(463-476).
Springer DOI 1802
BibRef

Zhao, J.F.[Jian-Feng], Mao, X.[Xia], Zhang, J.[Jian],
Learning deep facial expression features from image and optical flow sequences using 3D CNN,
VC(34), No. 10, October 2018, pp. 1461-1475.
WWW Link. 1809
BibRef


Tuo, M.J.[Ming-Jian], Chen, J.Y.[Jing-Ying],
Facial Expression Recognition Using Cascaded Random Forest Based on Local Features,
PSIVTWS17(42-53).
Springer DOI 1806
BibRef

Kacem, A., Daoudi, M., Amor, B.B., Alvarez-Paiva, J.C.,
A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition,
ICCV17(3199-3208)
IEEE DOI 1802
face recognition, feature extraction, geometry, image representation, matrix algebra, sampling methods, Trajectory BibRef

Ghimire, D.[Deepak], Park, S.H.[Sang Hyun], Kim, M.J.[Mi Jin],
Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features,
ACIVS17(28-38).
Springer DOI 1712
BibRef

Hasani, B., Mahoor, M.H.,
Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks,
FaceWild17(1955-1962)
IEEE DOI 1709
Correlation, Databases, Estimation, Feature extraction, Measurement, Training BibRef

Hasani, B., Mahoor, M.H.,
Facial Expression Recognition Using Enhanced Deep 3D Convolutional Neural Networks,
DeepAffective17(2278-2288)
IEEE DOI 1709
BibRef
And:
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields,
FG17(790-795)
IEEE DOI 1707
Data mining, Face, Videos. Computer architecture, Databases, Face recognition, Feature extraction, Hidden Markov models, Neural networks, Training BibRef

Mollahosseini, A., Chan, D., Mahoor, M.H.[Mohammad H.],
Going deeper in facial expression recognition using deep neural networks,
WACV16(1-10)
IEEE DOI 1606
See also DISFA: A Spontaneous Facial Action Intensity Database. Biological neural networks BibRef

Yu, J.[Jun],
A Unified Framework for Monocular Video-Based Facial Motion Tracking and Expression Recognition,
MMMod17(II: 50-62).
Springer DOI 1701
BibRef

Wang, Z.H.[Zi-Heng], Wang, S.F.[Shang-Fei], Ji, Q.A.[Qi-Ang],
Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition,
CVPR13(3422-3429)
IEEE DOI 1309
Facial Expression Recognition; ITBN BibRef

Ptucha, R.[Raymond], Savakis, A.E.[Andreas E.],
Towards the Usage of Optical Flow Temporal Features for Facial Expression Classification,
ISVC12(II: 388-397).
Springer DOI 1209
BibRef
And:
Fusion of static and temporal predictors for unconstrained facial expression recognition,
ICIP12(2597-2600).
IEEE DOI 1302
BibRef

Zhao, S.C.[Si-Cheng], Yao, H.X.[Hong-Xun], Sun, X.S.[Xiao-Shuai],
Affective Video Classification Based on Spatio-temporal Feature Fusion,
ICIG11(795-800).
IEEE DOI 1109
BibRef

Riaz, Z.[Zahid], Beetz, M.[Michael],
Spatio-Temporal Multifeature for Facial Analysis,
Face12(II: 199-209).
Springer DOI 1210
BibRef

Riaz, Z.[Zahid], Gedikli, S.[Suat], Beetz, M.[Michael],
Spatio-temporal Facial Features for HRI Scenarios,
CRV11(257-263).
IEEE DOI 1105
BibRef

Riaz, Z.[Zahid], Mayer, C.[Christoph], Beetz, M.[Michael], Radig, B.[Bernd],
Model Based Analysis of Face Images for Facial Feature Extraction,
CAIP09(99-106).
Springer DOI 0909
BibRef
Earlier:
Facial Expressions Recognition from Image Sequences,
COST08(315-323).
Springer DOI 0810
BibRef

Riaz, Z.[Zahid], Mayer, C.[Christoph], Wimmer, M.[Matthias], Beetz, M.[Michael], Radig, B.[Bernd],
A Model Based Approach for Expressions Invariant Face Recognition,
ICB09(289-298).
Springer DOI 0906
BibRef

Mayer, C.[Christoph], Wimmer, M.[Matthias], Stulp, F.[Freek], Riaz, Z.[Zahid], Roth, A.[Anton], Eggers, M.[Martin], Radig, B.[Bernd],
A real time system for model-based interpretation of the dynamics of facial expressions,
FG08(1-2).
IEEE DOI 0809
BibRef

Wimmer, M.[Matthias], Mayer, C.[Christoph], Pietzsch, S.[Sylvia], Radig, B.[Bernd],
Tailoring Model-Based Techniques to Facial Expression Interpretation,
ACHI08(303-308).
IEEE DOI 0802
BibRef

Yeasin, M., Bullot, B., Sharma, R.,
From facial expression to level of interest: a spatio-temporal approach,
CVPR04(II: 922-927).
IEEE DOI 0408
BibRef

Hoey, J.[Jesse], Little, J.J.,
Bayesian clustering of optical flow fields,
ICCV03(1086-1093).
IEEE DOI 0311
Extraction of features in the flow field. BibRef

Hoey, J.[Jesse], Little, J.J.[James J.],
Value directed learning of gestures and facial displays,
CVPR04(II: 1026-1033).
IEEE DOI 0408
BibRef
And:
Decision Theoretic Modeling of Human Facial Displays,
ECCV04(Vol III: 26-38).
Springer DOI 0405
BibRef

Hoey, J.,
Clustering contextual facial display sequences,
AFGR02(339-344).
IEEE DOI 0206
BibRef

Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Expression Recognition for Human Comupter Interaction .


Last update:Oct 15, 2018 at 09:19:25