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

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 persist in accurately handling...

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Bibliographic Details
Main Authors: Hafiz Khizer Bin Talib, Kaiwei Xu, Yanlong Cao, Yuan Ping Xu, Zhijie Xu, Muhammad Zaman, Adnan Akhunzada
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
ConVAT
convolutional neural networks
LOSO cross-validation
micro-expression recognition
multi-head attention
Online Access:https://ieeexplore.ieee.org/document/10843702/
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