Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes
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Technical Paper
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Research & Education
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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.