Towards Learning-based Inverse Subsurface Scattering
ICCP, pp. 1-12, 2020.
Given images of translucent objects, of unknown shape and lighting, we aim to use learning to infer the optical parameters controlling subsurface scattering of light inside the objects. We introduce a new architecture, the inverse transport network (ITN), that aims to improve generalization of an encoder network to unseen scenes, by conne...More
Full Text (Upload PDF)
PPT (Upload PPT)