MiGA 2024
Micro-gesture Analysis for Hidden Emotion Understanding 2024

Table of Contents

• Preface
  Summary: There were 9 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume, all 7 as regular papers.

Session 1: MiGA Classification Schemes

• Multi-modal Micro-gesture Classification via Multi-scale Heterogeneous Ensemble Network
  Hexiang Huang, Yuhan Wang, Kerui Linghu, Zhaoqiang Xia
• Prototype Learning for Micro-gesture Classification
  Guoliang Chen, Fei Wang, Kun Li, Zhiliang Wu, Hehe Fan, Yi Yang, Meng Wang, Dan Guo
• A Multimodal Micro-gesture Classification Model Based on CLIP
  Yiwen Wang, Zhenyang Dong, Pengxia Li, Yuejie Liu

Session 2: MiGA Online Recognition Schemes

• Micro-gesture Online Recognition with Dual-stream Multi-scale Transformer in Long Videos
  Yuhan Wang, Kerui Linghu, Hexiang Huang, Zhaoqiang Xia
• Micro-gesture Online Recognition using Learnable Query Points
  Pengyu Liu, Fei Wang, Kun Li, Guoliang Chen, Yanyan Wei, Shengeng Tang, Zhiliang Wu, Dan Guo

Session 3: Human behaviour analysis for emotion understanding

• A Spatio-temporal Event Transformer on Versatile Tasks for Human Behavior Analysis
  Kejing Xia, Lixuan Wei, Lei Yu
• The 2nd Challenge on Micro-gesture Analysis for Hidden Emotion Understanding (MiGA) 2024: Dataset and Results
  Haoyu Chen, Björn W. Schuller, Ehsan Adeli, Guoying Zhao