3d face recognition: Two decades of progress and prospects

Y Guo, H Wang, L Wang, Y Lei, L Liu… - ACM Computing …, 2023 - dl.acm.org
Three-dimensional (3D) face recognition has been extensively investigated in the last two
decades due to its wide range of applications in many areas, such as security and forensics …

[HTML][HTML] 3D approaches and challenges in facial expression recognition algorithms—a literature review

F Nonis, N Dagnes, F Marcolin, E Vezzetti - Applied Sciences, 2019 - mdpi.com
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 …

Multimodal 2D+ 3D facial expression recognition with deep fusion convolutional neural network

H Li, J Sun, Z Xu, L Chen - IEEE Transactions on Multimedia, 2017 - ieeexplore.ieee.org
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 …

3D constrained local model for rigid and non-rigid facial tracking

T Baltrušaitis, P Robinson… - 2012 IEEE conference on …, 2012 - ieeexplore.ieee.org
We present 3D Constrained Local Model (CLM-Z) for robust facial feature tracking under
varying pose. Our approach integrates both depth and intensity information in a common …

An efficient multimodal 2D+ 3D feature-based approach to automatic facial expression recognition

H Li, H Ding, D Huang, Y Wang, X Zhao… - Computer Vision and …, 2015 - Elsevier
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 …

Muscular movement model-based automatic 3D/4D facial expression recognition

Q Zhen, D Huang, Y Wang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
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 …

Automatic 3D facial expression recognition using geometric scattering representation

X Yang, D Huang, Y Wang… - 2015 11th IEEE …, 2015 - ieeexplore.ieee.org
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 …

3D facial expression recognition using kernel methods on Riemannian manifold

W Hariri, H Tabia, N Farah, A Benouareth… - … Applications of Artificial …, 2017 - Elsevier
Abstract Automatic human Facial Expressions Recognition (FER) is becoming of increased
interest. FER finds its applications in many emerging areas such as affective computing and …

3D/4D facial expression analysis: An advanced annotated face model approach

T Fang, X Zhao, O Ocegueda, SK Shah… - Image and vision …, 2012 - Elsevier
Facial expression analysis has interested many researchers in the past decade due to its
potential applications in various fields such as human–computer interaction, psychological …

Kinship verification using multiview hybrid distance learning

S Mahpod, Y Keller - Computer Vision and Image Understanding, 2018 - Elsevier
The estimation of kin relationships between parents and their children based on their face
images is a common biometric task, conducted daily by human observers. Kin similarity is …