2023
Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields
CVPR 2023highlight
Coordinate-based implicit neural networks, or neural fields, have emerged as useful representations of shape and appearance in 3D computer vision. Despite advances however, it remains challenging to build neural fields for categories of objects without datasets like ShapeNet that provide "canonicali…