Neural Convolutional Surfaces
Neural surface representation disentangling coarse geometry from fine details. Thanks to CNNs inductive bias, the description is compact and allows editing....
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I am a PhD student at University College London, working with Niloy J. Mitra and Noam Aigerman. My research lies at the intersection of geometry processing, computer graphics and deep learning.
Neural surface representation disentangling coarse geometry from fine details. Thanks to CNNs inductive bias, the description is compact and allows editing....
[PDF]
[Webpage]
Neural representation of surface maps, allowing optimization of differentiable quantities in inter-surface maps.
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Fast scene point cloud simplification leveraging semantic information.
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Next Best View prediction based on photogrammetry principles."
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Novel player represenation in Physically-Interactive RoboGames.
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