Driver emotions recognition based on improved faster R-CNN and neural architectural search network
It is critical for intelligent vehicles to be capable of monitoring the health and well-being of
the drivers they transport on a continuous basis. This is especially true in the case of …
the drivers they transport on a continuous basis. This is especially true in the case of …
MMA-Net: Multi-view mixed attention mechanism for facial action unit detection
Z Shang, C Du, B Li, Z Yan, L Yu - Pattern Recognition Letters, 2023 - Elsevier
Facial action units (AU) have strong mutual correlation. How to explore fine-grained AU
regional features from different dimensions while adding inter-AU correlational information is …
regional features from different dimensions while adding inter-AU correlational information is …
A novel dual-channel graph convolutional neural network for facial action unit recognition
X Jia, S Xu, Y Zhou, L Wang, W Li - Pattern Recognition Letters, 2023 - Elsevier
Abstract Facial Action Unit (AU) recognition is a challenging problem, where the subtle
muscle movement brings diverse AU representations. Recently, AU relations are utilized to …
muscle movement brings diverse AU representations. Recently, AU relations are utilized to …
MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Unit Detection
The Facial Action Coding System (FACS) encodes the action units (AUs) in facial images,
which has attracted extensive research attention due to its wide use in facial expression …
which has attracted extensive research attention due to its wide use in facial expression …
Graph Construction using Principal Axis Trees for Simple Graph Convolution
Graph Neural Networks (GNNs) are increasingly becoming the favorite method for graph
learning. They exploit the semi-supervised nature of deep learning, and they bypass …
learning. They exploit the semi-supervised nature of deep learning, and they bypass …
Supervised contrastive learning with identity-label embeddings for facial action unit recognition
Facial expression analysis is a crucial area of research for understanding human emotions.
One important approach to this is the automatic detection of facial action units (AUs), which …
One important approach to this is the automatic detection of facial action units (AUs), which …
Anxiety, Sports Motivation, and Coping Styles Based on Sports Competition Video Analysis
F Liu - Applied Mathematics and Nonlinear Sciences, 2023 - sciendo.com
Emotional problems such as anxiety, stress and tension may have a long-term impact on
athletes' competitive performance and physical and mental health. The identification method …
athletes' competitive performance and physical and mental health. The identification method …
[PDF][PDF] Driver Emotions Recognition Based on Improved Faster R-CNN and Neural Architectural Search Network. Symmetry 2022, 14, 687
It is critical for intelligent vehicles to be capable of monitoring the health and well-being of
the drivers they transport on a continuous basis. This is especially true in the case of …
the drivers they transport on a continuous basis. This is especially true in the case of …
The Application of Graph Neural Network Based on Multi-Head Attention Optimization in Information Recommendation Systems
Y Li - 2023 - researchsquare.com
This study proposes a group information recommendation (GIR) model to accurately and
comprehensively explore group preferences and enhances complex groups' …
comprehensively explore group preferences and enhances complex groups' …