Presentation
Diffeomorphic Neural Surface Parameterization for 3D and Reflectance Recovery
SessionTechnical Papers
Event Type
Technical Paper
Research & Education
Virtual
Full Conference Supporter
Full Conference
Virtual Conference Supporter
Virtual Conference
Exhibitor Additional Full Conference
Exhibitor Full Conference
Time
Location
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.
