4 papers
Proceedings of the 20th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2025)
Edited by Tessai Hayama, Takayuki Ito, Takahiro Uchiya +10
This volume presents the proceedings of the 20th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2025), held in Nagaoka, Japan, on December…
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation
Hu Cui, Wenqiang Hua, Renjing Huang +2
Recently, the Mamba architecture based on State Space Models (SSMs) has gained attention in 3D human pose estimation due to its linear complexity and strong global modeling capabil…
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network
Hu Cui, Tessai Hayama
3D human pose lifting is a promising research area that leverages estimated and ground-truth 2D human pose data for training. While existing approaches primarily aim to enhance the…
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling
Hu Cui, Renjing Huang, Ruoyu Zhang +1
Graph convolutional networks (GCNs) have emerged as a powerful tool for skeleton-based action and gesture recognition, thanks to their ability to model spatial and temporal depende…