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A multi-scale simplicial transformer with graph attention for facial emotion recognition

Facial Emotion Recognition (FER) plays a vital role in human-computer interaction and affective computing, facing challenges like obstructed views and varying facial poses. Our approach employs a graph-based FER framework integrating multi-scale feature extraction with adaptive attention mechanisms...

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Furkejuvvon:
Váldodahkkit: Samia Nawaz Yousafzai, Inzamam Mashood Nasir, Oumaima Saidani, Refka Ghodhbani, Yeonghyeon Gu, Muhammad Syafrudin, Norma Latif Fitriyani
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Elsevier 2025-10-01
Ráidu:Ain Shams Engineering Journal
Fáttát:
Facial expression recognition
Face detection
Graph attention network
Simplicial transformer
Hybrid adaptive attention
Explainable AI
Liŋkkat:http://www.sciencedirect.com/science/article/pii/S2090447925003259
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