3D approaches and challenges in facial expression recognition algorithms—a literature review
In recent years, facial expression analysis and recognition (FER) have emerged as an active
research topic with applications in several different areas, including the human-computer …
research topic with applications in several different areas, including the human-computer …
Multimodal 2D+ 3D facial expression recognition with deep fusion convolutional neural network
This paper presents a novel and efficient deep fusion convolutional neural network (DF-
CNN) for multimodal 2D+ 3D facial expression recognition (FER). DF-CNN comprises a …
CNN) for multimodal 2D+ 3D facial expression recognition (FER). DF-CNN comprises a …
An efficient multimodal 2D+ 3D feature-based approach to automatic facial expression recognition
We present a fully automatic multimodal 2D+ 3D feature-based facial expression recognition
approach and demonstrate its performance on the BU–3DFE database. Our approach …
approach and demonstrate its performance on the BU–3DFE database. Our approach …
Muscular movement model-based automatic 3D/4D facial expression recognition
Facial expression is an important channel for human nonverbal communication. This paper
presents a novel and effective approach to automatic 3D/4D facial expression recognition …
presents a novel and effective approach to automatic 3D/4D facial expression recognition …
Automatic 3D facial expression recognition using geometric scattering representation
Facial Expression Recognition (FER) is one of the most active topics in the domain of
computer vision and pattern recognition, and it has received increasing attention for its wide …
computer vision and pattern recognition, and it has received increasing attention for its wide …
Novel descriptors for geometrical 3D face analysis
F Marcolin, E Vezzetti - Multimedia Tools and Applications, 2017 - Springer
Abstract 3D face was recently investigated for various applications, including biometrics and
diagnosis. Describing facial surface, ie how it bends and which kinds of patches is …
diagnosis. Describing facial surface, ie how it bends and which kinds of patches is …
Unsupervised domain adaptation with regularized optimal transport for multimodal 2D+ 3D facial expression recognition
Since human expressions have strong flexibility and personality, subject-independent facial
expression recognition is a typical data bias problem. To address this problem, we propose …
expression recognition is a typical data bias problem. To address this problem, we propose …
Texture and geometry scattering representation-based facial expression recognition in 2D+ 3D videos
Facial Expression Recognition (FER) is one of the most important topics in the domain of
computer vision and pattern recognition, and it has attracted increasing attention for its …
computer vision and pattern recognition, and it has attracted increasing attention for its …
3D facial expression recognition via multiple kernel learning of multi-scale local normal patterns
In this paper, we propose a fully automatic approach for person-independent 3D facial
expression recognition. In order to extract discriminative expression features, each aligned …
expression recognition. In order to extract discriminative expression features, each aligned …
Discriminative attention-based convolutional neural network for 3D facial expression recognition
3D Facial Expression Recognition (FER) is an active research area in computer vision.
Although previous methods report promising results, two key issues still remain to be solved …
Although previous methods report promising results, two key issues still remain to be solved …