Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 11909 - 11918
• Main Authors: Niu, Xuesong, Han, Hu, Yang, Songfan, Huang, Yan, Shan, Shiguang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2019
• Subjects: and Body Pose; Biometrics; Conditional random fields; Encoding; Face; Face recognition; Faces; Gesture; Graph convolutional networks; Lighting; Representation learning; Robustness; Shape; Signal resolution

Encoding individual facial expressions via action units (AUs) coded by the Facial Action Coding System (FACS) has been found to be an effective approach in resolving the ambiguity issue among different expressions. While a number of methods have been proposed for AU detection, robust AU detection in...