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Ref-nerf: Structured view-dependent appearance for neural radiance fields
Neural Radiance Fields (NeRF) is a popular view synthesis technique that represents a
scene as a continuous volumetric function, parameterized by multilayer perceptrons that …
scene as a continuous volumetric function, parameterized by multilayer perceptrons that …
Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images
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 …
and the BRDF of reflective objects from multiview images captured in an unknown …
Local light field fusion: Practical view synthesis with prescriptive sampling guidelines
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 …
views of complex real world scenes for virtual exploration. Previous approaches either …
Nerfren: Neural radiance fields with reflections
Abstract Neural Radiance Fields (NeRF) has achieved unprecedented view synthesis
quality using coordinate-based neural scene representations. However, NeRF's view …
quality using coordinate-based neural scene representations. However, NeRF's view …
Point‐Based Neural Rendering with Per‐View Optimization
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 geometry reconstructed with Multi‐View Stereo (MVS) but cannot recover from the errors …
3d photography using context-aware layered depth inpainting
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 …
layer representation for novel view synthesis that contains hallucinated color and depth …
Neural point catacaustics for novel-view synthesis of reflections
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 …
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 …
improve quality, continuity and robustness. Our main contribution is the formulation of a soft …
Single image reflection separation via component synergy
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 …
world, which derives various simplified linear and nonlinear formulations of the problem. In …
Single image reflection removal exploiting misaligned training data and network enhancements
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 …
of practical importance to visual computing systems. Although state-of-the-art methods can …