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iQIYI Technical Product Team
iQIYI Technical Product Team
Aug 6, 2021 · Artificial Intelligence

I2UV-HandNet: High‑Fidelity 3D Hand Mesh Reconstruction from Monocular RGB Images

I2UV-HandNet reconstructs high-fidelity 3D hand meshes from a single RGB image using an AffineNet encoder‑decoder to predict coarse UV maps and an SRNet super‑resolution module, trained on the SuperHandScan dataset, achieving real‑time performance and state‑of‑the‑art benchmark results, and targeting integration into next‑generation VR headsets without external controllers.

3D meshUV mappingVR
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I2UV-HandNet: High‑Fidelity 3D Hand Mesh Reconstruction from Monocular RGB Images