Intrinsic Decomposition & Inverse Rendering
A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond
Table of contents
- Intrinsic Decomposition (non-DL)
- Intrinsic Decomposition (DL)
- Inverse Rendering (non-DL)
- Inverse Rendering (DL)
- Portrait Relighting (DL)
- Dataset
Intrinsic Decomposition (non-DL)
Year | Pub | Paper | Repo |
---|---|---|---|
2016 | SIGGRAPH | Live Intrinsic Video | |
2021 | SIGGRAPH | Real-time Global Illumination Decomposition of Videos | |
2021 | Eurographics | Interactive Photo Editing on Smartphones via Intrinsic Decomposition |
Intrinsic Decomposition (DL)
Inverse Rendering (non-DL)
L:Lighting Estimation, G:Geometry Estimation, M:Material Estimation
Year | Pub | Paper | Repo | L | G | M |
---|---|---|---|---|---|---|
2010 | SIGGRAPH | Manifold bootstrapping for SVBRDF capture | β | β | ||
2013 | SIGGRAPH | Practical SVBRDF Capture in the Frequency Domain | β | β | ||
2014 | SIGGRAPH ASIA | Appearance-from-Motion: Recovering Spatially Varying Surface Reflectance under Unknown Lighting | β | β | β | |
2015 | CGF | Mobile Surface Reflectometry | β | β | ||
2015 | SIGGRAPH | Two-Shot SVBRDF Capture for Stationary Materials | Code & Dataset | β | β | |
2016 | SIGGRAPH ASIA | Simultaneous Acquisition of Microscale Reflectance and Normals | β | β | ||
2016 | SIGGRAPH ASIA | Recovering Shape and Spatially-Varying Surface Reflectance under Unknown Illumination | β | β | β | |
2017 | SIGGRAPH ASIA | Polarization imaging reflectometry in the wild | β | β | ||
2018 | SIGGRAPH ASIA | Simultaneous Acquisition of Polarimetric SVBRDF and Normals | β | β | ||
2021 | Eurographics | Progressive Acquisition of SVBRDF and Shape in Motion | β | β |
Inverse Rendering (DL)
L:Lighting Estimation, G:Geometry Estimation, M:Material Estimation
Portrait Relighting (DL)
Dataset
Year | Pub | Paper | Repo |
---|---|---|---|
2014 | SIGGRAPH | Intrinsic Images in the Wild | Dataset |
2017 | CVPR | Shading Annotations in the Wild | Dataset |
2019 | ICCV | A Dataset of Multi-Illumination Images in the Wild | Code / Dataset |
2021 | CVPR | OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets | Dataset |
2021 | ICCV | Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding | Dataset |