MiGA 2025

Table of Contents

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• MM-Gesture: Towards Precise Micro-Gesture Recognition through Multimodal Fusion PDF
  Jihao Gu, Fei Wang, Kun Li, Yanyan Wei, Zhiliang Wu, Dan Guo
• Online Micro-gesture Recognition Using Data Augmentation and Spatial-Temporal Attention PDF
  Pengyu Liu, Kun Li, Fei Wang, Yanyan Wei, Junhui She, Dan Guo
• Online Micro-Gesture Recognition in Long Videos via Spatiotemporal Feature Encoding and Query-Based Temporal Detection PDF
  Chutian Meng, Fan Ma, Chi Zhang, Jiaxu Miao, Yi Yang, Yueting Zhuang
• Enhancing Micro-gesture Classification via Global-Aware Importance Estimation in Vision Transformer PDF
  Xin Hu, Chenyang Pu, Yunan Li, Yulang Xu, Kun Xie, Qiguang Miao
• Towards Fine-Grained Emotion Understanding via Skeleton-Based Micro-Gesture Recognition PDF
  Hao Xu, Lechao Cheng, Yaxiong Wang, Shengeng Tang, Zhun Zhong
• Weak to Strong: VLM-Based Pseudo-Labeling as a Weakly Supervised Training Strategy in Multimodal Video-based Hidden Emotion Understanding Tasks PDF
  Yufei Wang, Haixu Liu, Tianxiang Xu, Chuancheng Shi, Hongsheng Xing
• Multi-Track Multimodal Learning on iMiGUE: Micro-Gesture and Emotion Recognition PDF
  Arman Martirosyan, Shahane Tigranyan, Maria Razzhivina, Artak Aslanyan, Nazgul Salikhova, Ilya Makarov, Andrey Savchenko, Aram Avetisyan
• Behavior-Based Tennis Match Outcome Prediction via Fusion of Class Balancing Strategy and Emotional Priors PDF
  Haozhe Bu, Yang Ma, Yunan Li, Qiguang Miao
• Unreal Engine-based Data Augmentation to Improve Real-world Human Activity Recognition with Wearable Devices PDF
  Xingyu Zhou, Keisuke Mizutani, Kento Tokuyama
• GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation PDF
  Zhiyu Wang, Yang Liu, Hatice Gunes
• CLIP-MG: Guiding Semantic Attention with Skeletal Pose Features and RGB Data for Micro-Gesture Recognition on the iMiGUE Dataset PDF
  Santosh Patapati, Trisanth Srinivasan, Amith Adiraju
• The 3rd Challenge on Human Behavior Analysis for Emotion Understanding (MiGA) 2025: From Recognition to Emotion Understanding PDF
  Haoyu Chen, Björn W. Schuller, Ehsan Adeli, Guoying Zhao