Ref-nerf: Structured view-dependent appearance for neural radiance fields

D Verbin, P Hedman, B Mildenhall… - 2022 IEEE/CVF …, 2022 - ieeexplore.ieee.org
Neural Radiance Fields (NeRF) is a popular view synthesis technique that represents a
scene as a continuous volumetric function, parameterized by multilayer perceptrons that …

Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images

Y Liu, P Wang, C Lin, X Long, J Wang, L Liu… - ACM Transactions on …, 2023 - dl.acm.org
We present a neural rendering-based method called NeRO for reconstructing the geometry
and the BRDF of reflective objects from multiview images captured in an unknown …

Local light field fusion: Practical view synthesis with prescriptive sampling guidelines

B Mildenhall, PP Srinivasan, R Ortiz-Cayon… - ACM Transactions on …, 2019 - dl.acm.org
We present a practical and robust deep learning solution for capturing and rendering novel
views of complex real world scenes for virtual exploration. Previous approaches either …

Nerfren: Neural radiance fields with reflections

YC Guo, D Kang, L Bao, Y He… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract Neural Radiance Fields (NeRF) has achieved unprecedented view synthesis
quality using coordinate-based neural scene representations. However, NeRF's view …

Point‐Based Neural Rendering with Per‐View Optimization

G Kopanas, J Philip, T Leimkühler… - Computer Graphics …, 2021 - Wiley Online Library
There has recently been great interest in neural rendering methods. Some approaches use
3D geometry reconstructed with Multi‐View Stereo (MVS) but cannot recover from the errors …

3d photography using context-aware layered depth inpainting

ML Shih, SY Su, J Kopf… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We propose a method for converting a single RGB-D input image into a 3D photo, ie, a multi-
layer representation for novel view synthesis that contains hallucinated color and depth …

Neural point catacaustics for novel-view synthesis of reflections

G Kopanas, T Leimkühler, G Rainer… - ACM Transactions on …, 2022 - dl.acm.org
View-dependent effects such as reflections pose a substantial challenge for image-based
and neural rendering algorithms. Above all, curved reflectors are particularly hard, as they …

Soft 3d reconstruction for view synthesis

E Penner, L Zhang - ACM Transactions on Graphics (TOG), 2017 - dl.acm.org
We present a novel algorithm for view synthesis that utilizes a soft 3D reconstruction to
improve quality, continuity and robustness. Our main contribution is the formulation of a soft …

Single image reflection separation via component synergy

Q Hu, X Guo - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
The reflection superposition phenomenon is complex and widely distributed in the real
world, which derives various simplified linear and nonlinear formulations of the problem. In …

Single image reflection removal exploiting misaligned training data and network enhancements

K Wei, J Yang, Y Fu, D Wipf… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Removing undesirable reflections from a single image captured through a glass window is
of practical importance to visual computing systems. Although state-of-the-art methods can …