HDBN: A Novel Hybrid Dual-branch Network for Robust Skeleton-based Action Recognition

arXiv:2404.15719v1 Announce Type: new
Abstract: Skeleton-based action recognition has gained considerable traction thanks to its utilization of succinct and robust skeletal representations. Nonetheless, current methodologies often lean towards utilizing a solitary backbone to model skeleton modality, which can be limited by inherent flaws in the network backbone. To address this and fully leverage the complementary characteristics of various network architectures, we propose a novel Hybrid Dual-Branch Network (HDBN) for robust skeleton-based action recognition, which benefits from the graph convolutional network's …

action recognition arxiv cs.ai cs.cv hybrid network novel recognition robust type