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Animatable Neural Radiance Field for Modeling Dynamic Human Bodies

2 minute read

Published:

Animatable NeRF is the latest outcome of ZJU 3D Vision Lab. Animatable NeRF reconstructs an animatable human model from a multi-view video. They introduce neural blend weight fields to produce the deformation fields. Based on the skeleton-driven deformation, blend weight fields are used with 3D human skeletons to generate observation-to-canonical and canonical-to-observation correspondences.

NeuS: A Substitute for NeRF in Surface Reconstruction

3 minute read

Published:

NeuS leverages zero-level set of a signed distance function (SDF) to represent an object’s surface. With density distribution induced by SDF,it optimizes volume rendering and proposes a new neural implicit surface representation.

Neural Body Paper Notes

2 minute read

Published:

Notes for Sida Peng’s paper “Neural Body” (3D human body reconstruction).

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