An emotion index estimation based on facial action unit prediction

Author:

Tan XiaohuiORCID,Fan Yachun,Sun Mingrui,Zhuang Meiqi,Qu Fangbing

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference33 articles.

1. The MPI facial expression database—a validated database of emotional and conversational facial expressions;Kaulard;PLoS One,2012

2. Reliable crowdsourcing and deep locality-preserving learning for expression recognition in the wild;Li,2017

3. Affectnet: A database for facial expression, valence, and arousal computing in the wild;Mollahosseini;IEEE Trans. Affective Comput.,2017

4. CAS(ME)3: A third generation facial spontaneous micro-expression database with depth information and high ecological validity;Li;IEEE Trans. Pattern Anal. Mach. Intell.,2022

5. Facial expression recognition by de-expression residue learning;Yang,2018

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1. Implemented Model for CNN Facial Expressions: Emotion Recognition;2023 International Conference on Sustainable Emerging Innovations in Engineering and Technology (ICSEIET);2023-09-14

2. MMA-Net: Multi-view mixed attention mechanism for facial action unit detection;Pattern Recognition Letters;2023-08

3. Editorial for pattern recognition letters special issue on face-based emotion understanding;Pattern Recognition Letters;2023-04

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