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
Neural localizer fields for continuous 3d human pose and shape estimation
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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