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74 changes: 74 additions & 0 deletions _publications/2021_surf_param.md
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---
layout: publication
title: "3D Reconstruction by Parameterized Surface Mapping"
image: assets/img/publications/2021_surf_param/2021_surf_param_teaser.png
hide: false
category: [3d-reconstruction, 3d-perception]
authors: Pierre-Alain Langlois, Matthew Fisher, Oliver Wang, Vladimir Kim, Alexandre Boulch, Renaud Marlet, Bryan Russell
venue: ICIP
venue_long: International Conference on Image Processing
year: 2021
month: 8
code_url:
paper_url: https://imagine.enpc.fr/~marletr/publi/ICIP-2021-Langlois-et-al.pdf
blog_url:
slides_url:
bib_url:
permalink: /publications/vasad/
---

<h1 align="center"> {{page.title}} </h1>
<h3 align="center"> <a href="https://palanglois.github.io/">Pierre-Alain Langlois</a>&nbsp;&nbsp;<a href="https://techmatt.github.io/">Matthew Fisher</a>&nbsp;&nbsp;<a href="https://www.oliverwang.info/">Oliver Wang</a>&nbsp;&nbsp;<a href="http://www.vovakim.com/">Vladimir Kim</a>&nbsp;&nbsp;<a href="https://boulch.eu/">Alexandre Boulch</a>&nbsp;&nbsp;<a href="http://imagine.enpc.fr/~marletr/">Renaud Marlet</a>&nbsp;&nbsp;<a href="https://bryanrussell.org/">Bryan Russell</a></h3>


<h3 align="center"> {{page.venue}} {{page.year}} </h3>

<div align="center">
<p>
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![](../../assets/img/publications/2021_surf_param/2021_surf_param_teaser.png){:width="100%"}

<hr>

<h2 align="center"> Abstract</h2>

<p align="justify">We introduce an approach for computing a 3D mesh from one or more views of an object by establishing dense correspondences between pixels in the views and 3D locations on a learnable parameterized surface. We propose a multi-view shape encoder that can be jointly trained with the AtlasNet surface parameterization. The shape is further refined using a novel geometric cycle-consistency loss between the learnable parameterized surface and input views. We demonstrate the efficacy of our approach on the ShapeNet-COCO dataset.
</a></p>

<br>

<hr>

<h2 align="center">BibTeX</h2>
<left>
<pre class="bibtex-box">
@inproceedings{langlois20213d,
title={3D Reconstruction By Parameterized Surface Mapping},
author={Langlois, Pierre-Alain and Fisher, Matthew and Wang, Oliver and Kim, Vladimir and Boulch, Alexandre and Marlet, Renaud and Russell, Bryan},
booktitle={2021 IEEE International Conference on Image Processing (ICIP)},
pages={3273--3277},
year={2021},
organization={IEEE}
}
</pre>
</left>

<br>
2 changes: 1 addition & 1 deletion _publications/2022_vasad.md
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---
layout: publication
title: "VASAD: a Volume and Semantic dataset for Building Reconstruction from Point Clouds"
image: assets/img/publications/2022_dsrv/2022_vasad_teaser.png
image: assets/img/publications/2022_vasad/2022_vasad_teaser.png
hide: false
category: [3d-reconstruction, 3d-perception]
authors: Pierre-Alain Langlois, Yang Xiao, Alexandre Boulch, Renaud Marlet
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