Anny-Fit jointly optimizes all-age multi-person 3D human meshes in camera coordinates using complementary signals from off-the-shelf depth, segmentation, keypoint, and VLM networks, yielding better reprojection, depth ordering, and shape accuracy while enabling distillation of semantic knowledge to
Dposer-x: Diffusion model as robust 3d whole-body human pose prior
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Anny-Fit: All-Age Human Mesh Recovery
Anny-Fit jointly optimizes all-age multi-person 3D human meshes in camera coordinates using complementary signals from off-the-shelf depth, segmentation, keypoint, and VLM networks, yielding better reprojection, depth ordering, and shape accuracy while enabling distillation of semantic knowledge to