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Qiang Geng

2 accepted papers

2025

Joint-Wise Distributed Perception Graph Convolutional Network for Skeleton-Based Action Recognition

ICASSP 2025accepted

Recent studies have achieved remarkable results for action recognition with human skeletal data by utilizing graph convolutional models. Traditional approaches typically aggregate local spatio-temporal information bottom-up to form a single spatio-temporal global understanding. However, this method…

Cited by 0SourceScholar
2025

KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition

ICASSP 2025accepted

Point cloud sequence-based 3D action recognition has achieved impressive performance and efficiency. However, existing point cloud sequence modeling methods cannot adequately balance the precision of limb micro-movements with the integrity of posture macro-structure, leading to the loss of crucial i…

Cited by 0SourceScholar