HandSSCA: 3D Hand Mesh Reconstruction with State Space Channel Attention from RGB images

arXiv:2405.01066v1 Announce Type: new
Abstract: Reconstructing a hand mesh from a single RGB image is a challenging task because hands are often occluded by objects. Most previous works attempted to introduce more additional information and adopt attention mechanisms to improve 3D reconstruction results, but it would increased computational complexity. This observation prompts us to propose a new and concise architecture while improving computational efficiency. In this work, we propose a simple and effective 3D hand mesh reconstruction network HandSSCA, which …

3d reconstruction abstract arxiv attention attention mechanisms cs.ai cs.cv cs.hc image images information mesh objects results space state type