2024
DOI: 10.1609/aaai.v38i4.28087
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Monocular 3D Hand Mesh Recovery via Dual Noise Estimation

Hanhui Li,
Xiaojian Lin,
Xuan Huang
et al.

Abstract: Current parametric models have made notable progress in 3D hand pose and shape estimation. However, due to the fixed hand topology and complex hand poses, current models are hard to generate meshes that are aligned with the image well. To tackle this issue, we introduce a dual noise estimation method in this paper. Given a single-view image as input, we first adopt a baseline parametric regressor to obtain the coarse hand meshes. We assume the mesh vertices and their image-plane projections are noisy, and can … Show more

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