3 papers
cs.CV2021
Self-supervised Outdoor Scene Relighting
Ye Yu, Abhimitra Meka, Mohamed Elgharib +3
Outdoor scene relighting is a challenging problem that requires good understanding of the scene geometry, illumination and albedo. Current techniques are completely supervised, req…
cs.CV2021
Outdoor inverse rendering from a single image using multiview self-supervision
Ye Yu, William A. P. Smith
In this paper we show how to perform scene-level inverse rendering to recover shape, reflectance and lighting from a single, uncontrolled image using a fully convolutional neural n…
cs.CV2018
InverseRenderNet: Learning single image inverse rendering
Ye Yu, William A. P. Smith
We show how to train a fully convolutional neural network to perform inverse rendering from a single, uncontrolled image. The network takes an RGB image as input, regresses albedo…