Res-RBG Facial Expression Recognition in Image Sequences Based on Dual Neural Networks

Res-RBG Facial Expression Recognition in Image Sequences Based on Dual Neural Networks

Facial expressions involve dynamic changes, and facial expression recognition based on static images struggles to capture the temporal information inherent in these dynamic changes. The resultant degradation in real-world performance critically impedes the integration of facial expression recognitio...

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Bibliographic Details
Main Authors: Xiangwei Mou, Yongfu Song, Xiuping Xie, Mingxuan You, Rijun Wang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
facial expression recognition
feature extraction
deep learning
Bi-GRU
residual structure
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/25/12/3829
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