Micro-Expression Recognition using Convolutional Variational Attention Transformer (ConVAT) with Multihead Attention Mechanism

Micro-Expression Recognition using Convolutional Variational Attention Transformer (ConVAT) with Multihead Attention Mechanism

<p dir="ltr">Micro-Expression Recognition is crucial in various fields such as behavioral analysis, security, and psychological studies, offering valuable insights into subtle and often concealed emotional states. Despite significant advancements in deep learning models, challenges p...

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Bibliographic Details
Main Author: Hafiz Khizer bin Talib (20571467) (author)
Other Authors: Kaiwei Xu (822777) (author), Yanlong Cao (4737243) (author), Yuan Ping Xu (20571470) (author), Zhijie Xu (3929918) (author), Muhammad Zaman (66868) (author), Adnan Akhunzada (20151648) (author)
Published: 2025
Subjects:
Engineering
Control engineering, mechatronics and robotics
Information and computing sciences
Artificial intelligence
Computer vision and multimedia computation
Machine learning
Psychology
Biological psychology
ConVAT
Convolutional neural networks
LOSO cross-validation
Micro-expression recognition
Multi-head Attention
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