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 …

Dynamic view synthesis from dynamic monocular video

C Gao, A Saraf, J Kopf… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present an algorithm for generating novel views at arbitrary viewpoints and any input
time step given a monocular video of a dynamic scene. Our work builds upon recent …

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 …

Synsin: End-to-end view synthesis from a single image

O Wiles, G Gkioxari, R Szeliski… - Proceedings of the …, 2020 - openaccess.thecvf.com
View synthesis allows for the generation of new views of a scene given one or more images.
This is challenging; it requires comprehensively understanding the 3D scene from images …

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 …

Flow-edge guided video completion

C Gao, A Saraf, JB Huang, J Kopf - … , Glasgow, UK, August 23–28, 2020 …, 2020 - Springer
We present a new flow-based video completion algorithm. Previous flow completion
methods are often unable to retain the sharpness of motion boundaries. Our method first …

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 …

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 …

Dynpoint: Dynamic neural point for view synthesis

K Zhou, JX Zhong, S Shin, K Lu… - Advances in …, 2024 - proceedings.neurips.cc
The introduction of neural radiance fields has greatly improved the effectiveness of view
synthesis for monocular videos. However, existing algorithms face difficulties when dealing …

X-fields: Implicit neural view-, light-and time-image interpolation

M Bemana, K Myszkowski, HP Seidel… - ACM Transactions on …, 2020 - dl.acm.org
We suggest to represent an X-Field---a set of 2D images taken across different view, time or
illumination conditions, ie, video, lightfield, reflectance fields or combinations thereof---by …