Facial Emotion Recognition Combining Auxiliary Classifiers and Multiscale CBAM Attention Mechanisms

Facial emotions are the most intuitive way to react to changes in inner emotions. We propose a facial emotion recognition method that combines auxiliary classifiers (Acs) and multi-scale CBAM (MCBAM) by improving the Xception network model. And we design a lightweight network model AMDCNN. We introd...

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Bibliographic Details
Main Authors: Yujie Shang, Fei Yan, Yunqing Liu, Qi Li, Qiong Zhang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10504801/