Diffeomorphic Neural Surface Parameterization for 3D and Reflectance Recovery
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
In Person
Registration Categories
Full Conference Supporter
Full Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
This session WILL NOT be recorded.
TimeMonday, 8 August 202211:01am - 11:06am PDT
LocationEast Building, Ballroom A/B
DescriptionWe present a neural approach for inverse rendering. Key to our method is a velocity field surface parameterization technique that is provably diffeomorphic and orientation preserving. Such surface representation is coded in a recurrent residual network structure and allows a surface reflectance map to be simultaneously recovered to support novel rendering.