Shigang Liu

DGG-HMR: Multi-Person Human Mesh Recovery with Depth-Guided Geometric Anchoring

Multi-person human mesh recovery (HMR) from a single image is inherently ill-posed, as multiple 3D poses can produce identical 2D projections due to depth ambiguity. Existing methods typically regress 3D translation implicitly from image features, which often leads to unreliable depth estimation. To…