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07/07/2023
VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data
We present a novel geometric deep learning layer that leverages the vari...
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06/27/2023
Toward Mesh-Invariant 3D Generative Deep Learning with Geometric Measures
3D generative modeling is accelerating as the technology allowing the ca...
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11/23/2022
BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes
We present BaRe-ESA, a novel Riemannian framework for human body scan re...
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07/25/2022
3D Shape Sequence of Human Comparison and Classification using Current and Varifolds
In this paper we address the task of the comparison and the classificati...
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11/27/2021
Projection-based Classification of Surfaces for 3D Human Mesh Sequence Retrieval
We analyze human poses and motion by introducing three sequences of easi...
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08/25/2021