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Multi-attention micro-expression recognition based on color and optical flow
Image Processing | 更新时间:2024-07-26
    • Multi-attention micro-expression recognition based on color and optical flow

    • 在微表情识别领域,本研究提出了一种基于颜色和光流的多注意力双流网络方法,有效提高了识别准确率。通过CIE Luv色差图提取人脸情感生理特征,结合双注意力模块和交叉注意力机制,实现了对微表情的精准分类。在SAMM和CASME Ⅱ数据集上的实验结果均优于主流算法,为微表情识别研究提供了新的解决方案。
    • Chinese Journal of Liquid Crystals and Displays   Vol. 39, Issue 7, Pages: 939-949(2024)
    • DOI:10.37188/CJLCD.2023-0225    

      CLC: TP391
    • Published:05 July 2024

      Received:28 June 2023

      Revised:07 August 2023

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  • HUANG Kai, WANG Feng, WANG Ye, et al. Multi-attention micro-expression recognition based on color and optical flow. [J]. Chinese Journal of Liquid Crystals and Displays 39(7):939-949(2024) DOI: 10.37188/CJLCD.2023-0225.

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