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
LTC‐IR: Multiview Edge‐Aware Inverse Rendering with Linearly Transformed Cosines
Sign Up to like & getrecommendations! Published in 2025 at "Computer Graphics Forum"
DOI: 10.1111/cgf.70262
Abstract: Decomposing environmental lighting and materials is challenging as they are tightly intertwined and integrated over the hemisphere. In order to precisely decouple them, the lighting representation must represent general image features such as object boundaries… read more here.
Keywords: linearly transformed; inverse rendering; edge aware; transformed cosines ... 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
Enhancing endoscopic scene reconstruction with color-aware inverse rendering through neural SDF and radiance fields
Sign Up to like & getrecommendations! Published in 2024 at "Biomedical Optics Express"
DOI: 10.1364/boe.521612
Abstract: Virtual surgical training is crucial for enhancing minimally invasive surgical skills. Traditional geometric reconstruction methods based on medical CT/MRI images often fall short in providing color information, which is typically generated through pseudo-coloring or artistic… read more here.
Keywords: radiance; inverse rendering; reconstruction; model ... See more keywords