A facial depression recognition method based on hybrid multi-head cross attention network.

Yutong Li,Zhenyu Liu,Li Zhou,Xiaoyan Yuan,Zixuan Shangguan,Xiping Hu,Bin Hu

Frontiers in neuroscience（2023）

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摘要

We proposed a deep learning hybrid model for depression recognition by capturing the higher-order interactions between the depression features of multiple facial regions, which can effectively reduce the error in depression recognition and gives great potential for clinical experiments.

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关键词

facial depression recognition, convolutional neural networks, attention mechanism, automatic depression estimation, end-to-end network

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