Search Results for author: Julian Chibane

Found 5 papers, 4 papers with code

Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes

1 code implementation CVPR 2021 Julian Chibane, Aayush Bansal, Verica Lazova, Gerard Pons-Moll

Recent neural view synthesis methods have achieved impressive quality and realism, surpassing classical pipelines which rely on multi-view reconstruction.

Neural Unsigned Distance Fields for Implicit Function Learning

1 code implementation NeurIPS 2020 Julian Chibane, Aymen Mir, Gerard Pons-Moll

NDF represent surfaces at high resolutions as prior implicit models, but do not require closed surface data, and significantly broaden the class of representable shapes in the output.

Multi-target regression

Implicit Feature Networks for Texture Completion from Partial 3D Data

1 code implementation20 Sep 2020 Julian Chibane, Gerard Pons-Moll

Instead, we focus on 3D texture and geometry completion from partial and incomplete 3D scans.

Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion

1 code implementation CVPR 2020 Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll

To solve this, we propose Implicit Feature Networks (IF-Nets), which deliver continuous outputs, can handle multiple topologies, and complete shapes for missing or sparse input data retaining the nice properties of recent learned implicit functions, but critically they can also retain detail when it is present in the input data, and can reconstruct articulated humans.

3D Object Reconstruction 3D Reconstruction +1

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