SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections.
Mark Boss, Andreas Engelhardt, Abhishek Kar, Yuanzhen Li, Deqing Sun, Jonathan T. Barron, Hendrik P. A. Lensch and Varun Jampani
arXiv Preprint 2022
[Project Page] [Paper]

Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition.
Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan T. Barron and Hendrik P. A. Lensch
Neurips 2021
[Paper][Project Page]

NeRD: Neural Reflectance Decomposition from Image Collections.
Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu and Hendrik P. A. Lensch
ICCV 2021
[Project Page] [Paper]

Two-shot Spatially-varying BRDF and Shape Estimation.
Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P. A. Lensch, Jan Kautz.
CVPR 2020
[Project Page] [Paper][Code][Dataset]

Single Image BRDF Parameter Estimation with a Conditional Adversarial Network.
Mark Boss, Hendrik P. A. Lensch.
arXiv
[Paper]

Deep Dual Loss BRDF Parameter Estimation.
Mark Boss, Fabian Groh, Sebastian Herholz, Hendrik P. A. Lensch.
Workshop on Material Appearance Modeling - MAM2018
[Paper]