Generative Point-based NeRF: A Lightweight Framework for Reconstructing and Repairing Incomplete Point Clouds

A lightweight, generalizable point-based NeRF framework that combines a hypernetwork with the point-based NeRF model to continuously represent 3D objects as NeRF parameters, enabling efficient reconstruction and completion of incomplete point clouds.