Reproduce “HandSCS: Structural Coordinate Space for Animatable Hand Gaussian Splatting” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Yilan Dong, Wenqing Wang, Qing Wang, Jiahao Yang, Haohe Liu, Xiatuan Zhu, Gregory Slabaugh, Shanxin Yuan
HandSCS improves novel-pose rendering of hand avatars by attaching a skeleton-relative structural coordinate to each 3D Gaussian and using it to guide deformation and cross-pose matching. On held-out poses from five InterHand2.6M subjects, gains over the strongest baseline are 1.24 dB PSNR, 0.008 SSIM, and 33.4% lower LPIPS. The evidence concerns image rendering, not geometry or user experience.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.