Section: New Software and Platforms

SingleDeepMat

Single-image deep material acquisition

Keywords: Materials - 3D - Realistic rendering - Deep learning

Scientific Description: Cook-Torrance SVBRDF parameter acquisition from a single Image using Deep learning

Functional Description: Allows material acquisition from a single picture, to then be rendered in a virtual environment. Implementation of the paper https://hal.inria.fr/hal-01793826/

Release Functional Description: Based on Pix2Pix implementation by AffineLayer (Github)

• Participants: Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis and Adrien Bousseau

• Partner: CSAIL, MIT

• Contact: Adrien Bousseau

• Publication: Single-Image SVBRDF Capture with a Rendering-Aware Deep Network

• URL: https://team.inria.fr/graphdeco/projects/deep-materials/