[PDF][PDF] Deep review and analysis of recent nerfs

F Zhu, S Guo, L Song, K Xu, J Hu - APSIPA Transactions on …, 2023 - nowpublishers.com
Neural radiance fields (NeRFs) refer to a suit of deep neural networks that are used to learn
and represent objects or scenes. Generally speaking, NeRFs have five main characters …

Sparf: Neural radiance fields from sparse and noisy poses

P Truong, MJ Rakotosaona… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Neural Radiance Field (NeRF) has recently emerged as a powerful representation
to synthesize photorealistic novel views. While showing impressive performance, it relies on …

Towards scalable multi-view reconstruction of geometry and materials

C Schmitt, B Antić, A Neculai, JH Lee… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we propose a novel method for joint recovery of camera pose, object geometry
and spatially-varying Bidirectional Reflectance Distribution Function (svBRDF) of 3D scenes …

Learning Geometry Consistent Neural Radiance Fields from Sparse and Unposed Views

Q Zhang, C Huang, Q Zhang, N Li, W Feng - Proceedings of the 32nd …, 2024 - dl.acm.org
The latest progress in novel view synthesis can be attributed to the Neural Radiance Field
(NeRF), which requires densely sampled images with precise camera poses. However …

Human perception-guided meta-training for few-shot nerf

B Li, X Xu, S Tang, L Yu, Z Wang - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Neural Radiance Fields (NeRF) have recently achieved impressive results in synthesizing
novel views. However, with the few-shot setup, the NeRF is prone to overfitting to the …

Neural representations for object capture and rendering

M Asthana - 2023 - etheses.whiterose.ac.uk
Photometric stereo is a classical computer vision problem with applications ranging from
gaming, VR/AR avatars to movie visual effects which requires a faithful reconstruction of an …

[NAVOD][C] Domain adaptation using randomized knowledge for monocular 6DoF pose estimation

KB CUNHA - 2024 - Universidade Federal de …