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Facial Action Unit Detection

Facial action unit detection is the task of detecting action units from a video of a face - for example, lip tightening and cheek raising.

( Image credit: Self-supervised Representation Learning from Videos for Facial Action Unit Detection )

Papers

Showing 125 of 96 papers

TitleStatusHype
Representation Learning and Identity Adversarial Training for Facial Behavior UnderstandingCode2
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit DetectorsCode2
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit RecognitionCode2
Norface: Improving Facial Expression Analysis by Identity NormalizationCode1
Pre-training strategies and datasets for facial representation learningCode1
FG-Net: Facial Action Unit Detection with Generalizable Pyramidal FeaturesCode1
JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive AttentionCode1
GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective ComputingCode1
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units RecognitionCode1
Multitask Emotion Recognition with Incomplete LabelsCode1
Unconstrained Facial Action Unit Detection via Latent Feature DomainCode0
Multi-View Dynamic Facial Action Unit DetectionCode0
Self-Supervised Representation Learning From Videos for Facial Action Unit DetectionCode0
Linear Disentangled Representation Learning for Facial ActionsCode0
Multi-label Co-regularization for Semi-supervised Facial Action Unit RecognitionCode0
Automated Detection of Equine Facial Action UnitsCode0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Deep Region and Multi-Label Learning for Facial Action Unit DetectionCode0
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face AlignmentCode0
Facial Action Unit Detection by Adaptively Constraining Self-Attention and Causally Deconfounding SampleCode0
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit DetectionCode0
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection0
Contrastive Learning of Person-independent Representations for Facial Action Unit Detection0
Biomechanics-Guided Facial Action Unit Detection Through Force Modeling0
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection0
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