3D reconstruction of toys based on adaptive scaled neural radiation field

With the rapid development of computer vision technology, 3D reconstruction of toys under single-view conditions still faces significant challenges in terms of detail loss and color distortion. For this reason, this article proposes an adaptive scale neural radiance fields (AS-NeRF) model to enhance...

Full description

Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Jiajun Zou, Shaojiang Liu, Feng Wang, Weichuan Ni, Shitong Ye
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-07-01
Subjects:	Three-dimensional reconstruction Neural radiation field Multi-task learning Adaptive scale adjustment Conditional diffusion modeling
Online Access:	https://peerj.com/articles/cs-3053.pdf