Dynibar: Neural dynamic image-based rendering

Z Li, Q Wang, F Cole, R Tucker… - Proceedings of the …, 2023 - openaccess.thecvf.com
We address the problem of synthesizing novel views from a monocular video depicting a
complex dynamic scene. State-of-the-art methods based on temporally varying Neural …

Robust dynamic radiance fields

YL Liu, C Gao, A Meuleman… - Proceedings of the …, 2023 - openaccess.thecvf.com
Dynamic radiance field reconstruction methods aim to model the time-varying structure and
appearance of a dynamic scene. Existing methods, however, assume that accurate camera …

Mvsnerf: Fast generalizable radiance field reconstruction from multi-view stereo

A Chen, Z Xu, F Zhao, X Zhang… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present MVSNeRF, a novel neural rendering approach that can efficiently reconstruct
neural radiance fields for view synthesis. Unlike prior works on neural radiance fields that …

Neural body: Implicit neural representations with structured latent codes for novel view synthesis of dynamic humans

S Peng, Y Zhang, Y Xu, Q Wang… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper addresses the challenge of novel view synthesis for a human performer from a
very sparse set of camera views. Some recent works have shown that learning implicit …

D-nerf: Neural radiance fields for dynamic scenes

A Pumarola, E Corona, G Pons-Moll… - Proceedings of the …, 2021 - openaccess.thecvf.com
Neural rendering techniques combining machine learning with geometric reasoning have
arisen as one of the most promising approaches for synthesizing novel views of a scene …

NeRF--: Neural radiance fields without known camera parameters

Z Wang, S Wu, W Xie, M Chen… - arXiv preprint arXiv …, 2021 - arxiv.org
Considering the problem of novel view synthesis (NVS) from only a set of 2D images, we
simplify the training process of Neural Radiance Field (NeRF) on forward-facing scenes by …

Neural scene flow fields for space-time view synthesis of dynamic scenes

Z Li, S Niklaus, N Snavely… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a method to perform novel view and time synthesis of dynamic scenes, requiring
only a monocular video with known camera poses as input. To do this, we introduce Neural …

Space-time neural irradiance fields for free-viewpoint video

W Xian, JB Huang, J Kopf… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a method that learns a spatiotemporal neural irradiance field for dynamic scenes
from a single video. Our learned representation enables free-viewpoint rendering of the …

Nex: Real-time view synthesis with neural basis expansion

S Wizadwongsa, P Phongthawee… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present NeX, a new approach to novel view synthesis based on enhancements of
multiplane image (MPI) that can reproduce next-level view-dependent effects--in real time …

Neural rays for occlusion-aware image-based rendering

Y Liu, S Peng, L Liu, Q Wang, P Wang… - Proceedings of the …, 2022 - openaccess.thecvf.com
We present a new neural representation, called Neural Ray (NeuRay), for the novel view
synthesis task. Recent works construct radiance fields from image features of input views to …