GeoHand adapts priors from a general-scene geometry estimator via a GeoAdapter, gated fusion, and keypoint-queried refiner to reach SOTA monocular 3D hand reconstruction on FreiHAND, DexYCB, and HO3Dv3 under heavy occlusion.
Spmhand: Segmentation-guided progressive multi-path 3d hand pose and shape estimation.IEEE Transactions on Mul- timedia, 26:6822–6833
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GeoHand: Unlocking Prior Geometry Knowledge for Monocular 3D Hand Reconstruction
GeoHand adapts priors from a general-scene geometry estimator via a GeoAdapter, gated fusion, and keypoint-queried refiner to reach SOTA monocular 3D hand reconstruction on FreiHAND, DexYCB, and HO3Dv3 under heavy occlusion.