Adaptively Enhancing Facial Expression Crucial Regions via Local Non-Local Joint Network

no code implementations • 26 Mar 2022 • GuangHui Shi, Shasha Mao, Shuiping Gou, Dandan Yan, Licheng Jiao, Lin Xiong

In the proposed method, two parts are constructed based on facial local and non-local information respectively, where an ensemble of multiple local networks are proposed to extract local features corresponding to multiple facial local regions and a non-local attention network is addressed to explore the significance of each local region.

Facial Expression Recognition Facial Expression Recognition (FER)

Label Distribution Amendment with Emotional Semantic Correlations for Facial Expression Recognition

no code implementations • 23 Jul 2021 • Shasha Mao, GuangHui Shi, Licheng Jiao, Shuiping Gou, Yangyang Li, Lin Xiong, Boxin Shi

Based on this, we propose a new method that amends the label distribution of each facial image by leveraging correlations among expressions in the semantic space.

Facial Expression Recognition Facial Expression Recognition (FER)