Artificial intelligence of things for smarter healthcare: A survey of advancements, challenges, and opportunities
Healthcare systems are under increasing strain due to a myriad of factors, from a steadily
ageing global population to the current COVID-19 pandemic. In a world where we have …
ageing global population to the current COVID-19 pandemic. In a world where we have …
A sparse-based transformer network with associated spatiotemporal feature for micro-expression recognition
Despite a lot of work in excavating the emotion descriptor from the hidden information,
learning an effective spatiotemporal feature is a challenging issue for micro-expression …
learning an effective spatiotemporal feature is a challenging issue for micro-expression …
Micro Expression Recognition using Convolution Patch in Vision Transformer
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 …
changes in facial muscles that are involuntary by nature and easy to hide. To address these …
DFME: A New Benchmark for Dynamic Facial Micro-expression Recognition
One of the most important subconscious reactions, micro-expression (ME), is a
spontaneous, subtle, and transient facial expression that reveals human beings' genuine …
spontaneous, subtle, and transient facial expression that reveals human beings' genuine …
Convolutional Attention Based Mechanism for Facial Microexpression Recognition
Unanticipated and rapid change in facial expression are micro-expression (ME) that are
hard to hide after an emotionally charged event. Facial microexpressions are transient and …
hard to hide after an emotionally charged event. Facial microexpressions are transient and …
MFDAN: Multi-level Flow-Driven Attention Network for Micro-Expression Recognition
W Cai, J Zhao, R Yi, M Yu, F Duan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Facial expressions are an essential part of human emotional communication, and micro-
expressions (MEs), as transient and imperceptible non-verbal signals, can potentially reveal …
expressions (MEs), as transient and imperceptible non-verbal signals, can potentially reveal …
Multi-scale multi-modal micro-expression recognition algorithm based on transformer
F Wang, J Li, C Qi, L Wang, P Wang - arxiv preprint arxiv:2301.02969, 2023 - arxiv.org
A micro-expression is a spontaneous unconscious facial muscle movement that can reveal
the true emotions people attempt to hide. Although manual methods have made good …
the true emotions people attempt to hide. Although manual methods have made good …
Entire-Detail Motion Dual-Branch Network for Micro-Expression Recognition
B Ma, L Wang, Q Wang, H Wang, R Li, L Xu, Y Li… - Pattern Recognition …, 2025 - Elsevier
Micro-expression recognition (MER) is becoming an increasingly attractive research topic
due to its useful applications in a widespread area including psychology, criminology, and …
due to its useful applications in a widespread area including psychology, criminology, and …
AM3F-FlowNet: Attention-Based Multi-Scale Multi-Branch Flow Network
C Fu, W Yang, D Chen, F Wei - Entropy, 2023 - mdpi.com
Micro-expressions are the small, brief facial expression changes that humans momentarily
show during emotional experiences, and their data annotation is complicated, which leads …
show during emotional experiences, and their data annotation is complicated, which leads …
Dual-Branch Cross-Attention Network for Micro-Expression Recognition with Transformer Variants
Z **e, C Zhao - Electronics, 2024 - mdpi.com
A micro-expression (ME), as a spontaneous facial expression, usually occurs
instantaneously and is difficult to disguise after an emotion-evoking event. Numerous …
instantaneously and is difficult to disguise after an emotion-evoking event. Numerous …