Abstract: Highlights•Appropriate preprocessing promotes the extraction of micro-expression features.•The three-dimensional DenseNet can extract facial features deeply.•SE block combined with DenseNet can facilitate feature extraction.•Different SE block combination methods significantly affect the recognition rate.
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