Presentation
Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes
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 introduce a framework for deep learning of deformations of meshes. The trained network is highly accurate and produces realistic results and can be applied to meshes of arbitrary triangulations and not a fixed one. We show various experiments such as UV mapping, elastic deformations, and learning to repose humans.
