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Samurai: Shape and material from unconstrained real-world arbitrary image collections
Inverse rendering of an object under entirely unknown capture conditions is a fundamental
challenge in computer vision and graphics. Neural approaches such as NeRF have …
challenge in computer vision and graphics. Neural approaches such as NeRF have …
Shinobi: Shape and illumination using neural object decomposition via brdf optimization in-the-wild
We present SHINOBI an end-to-end framework for the reconstruction of shape material and
illumination from object images captured with varying lighting pose and background. Inverse …
illumination from object images captured with varying lighting pose and background. Inverse …
Unified neural encoding of BTFs
Realistic rendering using discrete reflectance measurements is challenging, because
arbitrary directions on the light and view hemispheres are queried at render time, incurring …
arbitrary directions on the light and view hemispheres are queried at render time, incurring …
Inverse rendering of translucent objects using physical and neural renderers
In this work, we propose an inverse rendering model that estimates 3D shape, spatially-
varying reflectance, homogeneous subsurface scattering parameters, and an environment …
varying reflectance, homogeneous subsurface scattering parameters, and an environment …
Deep SVBRDF Acquisition and Modelling: A Survey
Hand in hand with the rapid development of machine learning, deep learning and
generative AI algorithms and architectures, the graphics community has seen a remarkable …
generative AI algorithms and architectures, the graphics community has seen a remarkable …
Estimating physically-based reflectance parameters from a single image with GAN-guided CNN
CH Rhee, CH Lee - IEEE Access, 2022 - ieeexplore.ieee.org
We present a method that estimates the physically accurate reflectance of materials from a
single image and reproduces real world materials which can be used in well-known …
single image and reproduces real world materials which can be used in well-known …
Generating parametric brdfs from natural language descriptions
Artistic authoring of 3D environments is a laborious enterprise that also requires skilled
content creators. There have been impressive improvements in using machine learning to …
content creators. There have been impressive improvements in using machine learning to …
Frost-brdf: A fast and robust optimal sampling technique for brdf acquisition
Efficient and accurate BRDF acquisition of real world materials is a challenging research
problem that requires sampling millions of incident light and viewing directions. To …
problem that requires sampling millions of incident light and viewing directions. To …
[PDF][PDF] Bonn Appearance Benchmark.
There is a general shortage of standardized comparisons in the field of appearance
modeling. We therefore introduce a benchmark for assessing the quality of reflectance …
modeling. We therefore introduce a benchmark for assessing the quality of reflectance …