Broad-deep network-based fuzzy emotional inference model with personal information for intention understanding in human–robot interaction

M Li, L Chen, M Wu, K Hirota, W Pedrycz - Annual Reviews in Control, 2024 - Elsevier
A broad-deep fusion network-based fuzzy emotional inference model with personal
information (BDFEI) is proposed for emotional intention understanding in human–robot …

Relational edge-node graph attention network for classification of micro-expressions

AJR Kumar, B Bhanu - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Facial micro-expressions (MEs) refer to subtle, transient, and involuntary muscle movements
expressing a person's true feelings. This paper presents a novel two-stream relational edge …

Automated Facial Emotion Recognition Using the Pelican Optimization Algorithm with a Deep Convolutional Neural Network

M Alonazi, HJ Alshahrani, FA Alotaibi, M Maray… - Electronics, 2023 - mdpi.com
Facial emotion recognition (FER) stands as a pivotal artificial intelligence (AI)-driven
technology that exploits the capabilities of computer-vision techniques for decoding and …

Micro Expression Recognition using Convolution Patch in Vision Transformer

S Indolia, S Nigam, R Singh, VK Singh… - IEEE Access, 2023 - ieeexplore.ieee.org
Humans possess an intrinsic ability to hide their true emotions. Micro-expressions are subtle
changes in facial muscles that are involuntary by nature and easy to hide. To address these …

Multimodal Attention Dynamic Fusion Network for Facial Micro-Expression Recognition

H Yang, L Xie, H Pan, C Li, Z Wang, J Zhong - Entropy, 2023 - mdpi.com
The emotional changes in facial micro-expressions are combinations of action units. The
researchers have revealed that action units can be used as additional auxiliary data to …

A broad-deep fusion network-based fuzzy emotional intention inference model for teaching validity evaluation

M Li, L Chen, M Wu, K Hirota - Information Sciences, 2024 - Elsevier
A broad-deep fusion network-based fuzzy emotional inference model with personal
information (BDFEI) is proposed for emotional intention understanding in human-robot …

JGULF: Joint global and unilateral local feature network for micro-expression recognition

F Wang, J Li, C Qi, L Wang, P Wang - Image and Vision Computing, 2024 - Elsevier
Micro-expression is a subtle facial movement that is fleeting and manifest in localized areas,
making it difficult for the human eye to detect and recognize it. Although algorithms that …

High-level LoRA and hierarchical fusion for enhanced micro-expression recognition

Z Shao, Y Cheng, Y Zhou, X Xiang, J Li, B Liu… - The Visual …, 2024 - Springer
Micro-expression recognition (MER) remains challenging due to its subtle and fleeting
nature. Existing methods often suffer from insufficient training data or rely on handcrafted …

Micro-expression recognition based on contextual transformer networks

J Yang, Z Wu, R Wu - The Visual Computer, 2024 - Springer
Micro-expression is a kind of unintentional facial expression that can reflect the genuine
emotion. As a contactless affective computing method, micro-expressions have received …

MCNet: meta-clustering learning network for micro-expression recognition

Z Wang, W Fu, Y Zhang, J Li, W Gong… - Journal of Electronic …, 2024 - spiedigitallibrary.org
Facial micro-expressions are categorized into various types based on different criteria, and
typically each major category is further divided into multiple subcategories of expressions …