On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A novel approach to classification of facial expressions from 3D-mesh datasets using modified PCA
Pattern Recognition Letters
Real-time 2D+3D facial action and expression recognition
Pattern Recognition
Technical Section: Expression modeling for expression-invariant face recognition
Computers and Graphics
Bilinear point distribution models for heart motion analysis
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Automatic face segmentation and facial landmark detection in range images
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Shape analysis of local facial patches for 3D facial expression recognition
Pattern Recognition
3D Facial expression recognition based on histograms of surface differential quantities
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
3D face recognition based on sparse representation
The Journal of Supercomputing
3D facial feature detection using iso-geodesic stripes and shape-index based integral projection
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Fully automatic 3D facial expression recognition using a region-based approach
J-HGBU '11 Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding
Application of NSGA-II to feature selection for facial expression recognition
Computers and Electrical Engineering
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
On the simultaneous recognition of identity and expression from BU-3DFE datasets
Pattern Recognition Letters
Localized discriminative scale invariant feature transform based facial expression recognition
Computers and Electrical Engineering
Static and dynamic 3D facial expression recognition: A comprehensive survey
Image and Vision Computing
3D human face description: landmarks measures and geometrical features
Image and Vision Computing
3D/4D facial expression analysis: An advanced annotated face model approach
Image and Vision Computing
Reshaping 3D facial scans for facial appearance modeling and 3D facial expression analysis
Image and Vision Computing
Recognition of 3D facial expression dynamics
Image and Vision Computing
Person independent 3D facial expression recognition by a selected ensemble of SIFT descriptors
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Real-time expression recognition from dynamic sequences of 3D facial scans
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
Multibiometric human recognition using 3D ear and face features
Pattern Recognition
Random Forests for Real Time 3D Face Analysis
International Journal of Computer Vision
3D face recognition using local binary patterns
Signal Processing
Feature selection for improved 3D facial expression recognition
Pattern Recognition Letters
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In this paper, we explore bilinear models for jointly addressing 3D face and facial expression recognition. An elastically deformable model algorithm that establishes correspondence among a set of faces is proposed first and then bilinear models that decouple the identity and facial expression factors are constructed. Fitting these models to unknown faces enables us to perform face recognition invariant to facial expressions and facial expression recognition with unknown identity. A quantitative evaluation of the proposed technique is conducted on the publicly available BU-3DFE face database in comparison with our previous work on face recognition and other state-of-the-art algorithms for facial expression recognition. Experimental results demonstrate an overall 90.5% facial expression recognition rate and an 86% rank-1 face recognition rate.