Face Inverse Rendering via Hierarchical Decoupling
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2022.3201466
Abstract: Previous face inverse rendering methods often require synthetic data with ground truth and/or professional equipment like a lighting stage. However, a model trained on synthetic data or using pre-defined lighting priors is typically unable to… read more here.
Keywords: synthetic data; via hierarchical; face; face inverse ... See more keywords
Invertible Neural BRDF for Object Inverse Rendering.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3129537
Abstract: We introduce a novel neural network-based BRDF model and a Bayesian framework for object inverse rendering, i.e., joint estimation of reflectance and natural illumination from a single image of an object of known geometry. The… read more here.
Keywords: brdf; invertible neural; inverse rendering; model ... See more keywords
MILO: Multi-bounce Inverse Rendering for Indoor Scene with Light-emitting Objects.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3244658
Abstract: Recently, many advances in inverse rendering are achieved by high-dimensional lighting representations and differentiable rendering. However, multi-bounce lighting effects can hardly be handled correctly in scene editing using high-dimensional lighting representations, and light source model… read more here.
Keywords: inverse rendering; multi bounce; bounce inverse; scene ... See more keywords
Planar Abstraction and Inverse Rendering of 3D Indoor Environments
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2019.2960776
Abstract: Scanning and acquiring a 3D indoor environment suffers from complex occlusions and misalignment errors. The reconstruction obtained from an RGB-D scanner contains holes in geometry and ghosting in texture. These are easily noticeable and cannot… read more here.
Keywords: indoor environments; inverse rendering; rendering indoor; environment ... See more keywords
Inverse-Rendering-Based Analysis of the Fine Illumination Effects in Salvator Mundi
Sign Up to like & getrecommendations! Published in 2020 at "Leonardo"
DOI: 10.1162/leon_a_01923
Abstract: The painting Salvator Mundi is attributed to Leonardo da Vinci and depicts Jesus holding a transparent orb. The authors study the optical accuracy of the fine illumination effects in this painting using inverse rendering. Their… read more here.
Keywords: fine illumination; illumination effects; rendering based; inverse rendering ... See more keywords