Complex-Motion NeRF: Joint Reconstruction and Pose Optimization With Motion and Depth Priors

We present Complex-Motion Neural Radiance Fields (CM-NeRF), which is a method that leverages motion and depth priors to optimize neural 3D scene representations and complex 6-DoF camera motions jointly. Although NeRF has achieved remarkable success in neural rendering and reconstruction, they requir...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Hyunjin Kim, Daekyeong Lee, Suyoung Kang, Pyojin Kim
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Neural radiance fields neural rendering novel view synthesis
Online Access:	https://ieeexplore.ieee.org/document/10244034/