Vol-3522
urn:nbn:de:0074-3522-6

Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

MiGA 2023
Micro-gesture Analysis for Hidden Emotion Understanding 2023

Proceedings of IJCAI-2023 Workshop&Challenge on Micro-gesture Analysis for Hidden Emotion Understanding (MiGA 2023)
co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023)

Macau, China, August 21-22, 2023.

Edited by

Guoying Zhao *
Björn W. Schuller
Ehsan Adeli *
Tingshao Zhu ****
Haoyu Chen *

* University of Oulu, Finland
** University of Augsburg, Germany; Imperial College London, London/UK
*** Stanford University, USA
**** Institute of Psychology, Chinese Academy of Sciences

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, which are all regular papers.

Session 1: MiGA Challenge winner schemes

Micro-gesture Classification Based on Ensemble Hypergraph-convolution Transformer
Hexiang Huang, XuPeng Guo, Wei Peng, Zhaoqiang Xia
Micro-gesture Online Recognition with Graph-convolution and Multiscale Transformers for Long Sequence
XuPeng Guo, Wei Peng, Hexiang Huang, Zhaoqiang Xia
Joint Skeletal and Semantic Embedding Loss for Micro-gesture Classification
Kun Li, Dan Guo, Guoliang Chen, Xinge Peng, Meng Wang

Session 2: Human behaviour analysis for emotion and cognition understanding

Multi-modality Fusion for Emotion Recognition in Videos
Xinge Peng, Kun Li, Jiaxiu Li, Guoliang Chen, Dan Guo
MSTCN-VAE: An Unsupervised Learning Method for Micro-gesture Recognition Based on Skeleton Modality
Wenxuan Yuan, Shanchuan He, Jianwen Dou
Behavior-based Feedback Loop for Attentive E-reading (BFLAe): A Real-Time Computer Vision Approach
Yoon Lee, Gosia Migut, Marcus Specht
Representation Learning for Topology-adaptive Micro-gesture Recognition and Analysis
Atif Shah, Haoyu Chen, Guoying Zhao

2023-10-17: submitted by Haoyu Chen, metadata incl. bibliographic data published under Creative Commons CC0
2023-10-25: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|