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semantic aggregation

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Kuaishou Tech
Kuaishou Tech
Apr 16, 2021 · Artificial Intelligence

Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration

Camera-space hand mesh recovery (CMR) leverages semantic aggregation of 2D cues and adaptive 2D‑1D registration to predict absolute 3D hand pose and shape directly in camera coordinates, improving accuracy on benchmarks such as FreiHAND, RHD, and Human3.6M.

2D-1D registration3D reconstructioncamera space
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Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration