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SAM 3D Body: Robust Full-Body Human Mesh Recovery

Intermediate

Xitong Yang, Devansh Kukreja et al.Feb 17arXiv

SAM 3D Body (3DB) is a model that turns a single photo of a person into a full 3D body, feet, and hands mesh with state-of-the-art accuracy.

#human mesh recovery#3D human pose#Momentum Human Rig

DiffProxy: Multi-View Human Mesh Recovery via Diffusion-Generated Dense Proxies

Intermediate

Renke Wang, Zhenyu Zhang et al.Jan 5arXiv

DiffProxy turns tricky multi-camera photos of a person into a clean 3D body and hands by first painting a precise 'map' on each pixel and then fitting a standard body model to that map.

#human mesh recovery#SMPL-X#dense correspondence

CRISP: Contact-Guided Real2Sim from Monocular Video with Planar Scene Primitives

Intermediate

Zihan Wang, Jiashun Wang et al.Dec 16arXiv

CRISP turns a normal phone video of a person into a clean 3D world and a virtual human that can move in it without breaking physics.

#real-to-sim#human-scene interaction#planar primitives

Papers3

SAM 3D Body: Robust Full-Body Human Mesh Recovery

DiffProxy: Multi-View Human Mesh Recovery via Diffusion-Generated Dense Proxies

CRISP: Contact-Guided Real2Sim from Monocular Video with Planar Scene Primitives