projet-probleme-inverse-3D/docs/slides.md
2023-01-26 20:53:55 +01:00

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theme: academic
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coverAuthor: Laurent Fainsin, Damien Guillotin, Pierre-Eliot Jourdan
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coverDate: '2023-01-05'
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title: Bureau d'étude de PI3D
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# Bureau d'étude de PI3D
Sujet 6 - Reformulation du MVS par level sets
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## Level sets ?
<img src="https://upload.wikimedia.org/wikipedia/commons/7/78/Level_set_method.png" class="m-auto -mt-7"/>
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$\mathcal{V}_t = \{ \textbf{Q} \in \mathbb{R}^3, u(\textbf{Q}) = t \}, \quad t\in [0,1], \quad u \colon \mathbb{R}^3 \to [0, 1]$
<a href="https://en.wikipedia.org/wiki/Level-set_method" class="absolute bottom-0 font-extralight mb-1 mr-2 right-0 text-xs">Wikipedia</a>
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## Exemple Level sets 2D
<img src="figs/lvl7_2D.gif" class="m-auto mt-5"/>
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## Exemple Level sets 3D
<img src="figs/lvl7_3D.gif" class="m-auto -mt-1 h-125"/>
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## Approximation du volume
<img src="figs/lvl7_2D.png" class="m-auto h-110"/>
<span class="absolute bottom-0 font-extralight mb-1 mr-2 right-0 text-xs">Variational principles, surface evolution, PDEs, level set methods, and the stereo problem - Olivier Faugeras, Renaud Keriven, 1998</span>
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## Discrétisation de l'espace
<img src="https://upload.wikimedia.org/wikipedia/commons/b/bc/Voxels.svg" class="m-auto h-110">
<a href="https://en.wikipedia.org/wiki/Voxel" class="absolute bottom-0 font-extralight mb-1 mr-2 right-0 text-xs">Wikipedia</a>
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## Mise à jour du volume
consensus blabla
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## Initialisation du volume
ones ou alors shape from silouhette
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## Exemple Shape from Silouhette
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## Raytracing
<img src="https://cdn.discordapp.com/attachments/953586522572066826/1068141883810914427/fvi2.png" class="m-auto -mt-10 h-125"/>
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## Raytracing
<img src="https://cdn.discordapp.com/attachments/953586522572066826/1068141884242931712/fvi4.png" class="m-auto -mt-10 h-125"/>
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## Raytracing
<img src="https://cdn.discordapp.com/attachments/953586522572066826/1068141884679147602/fvi6.png" class="m-auto -mt-10 h-125"/>
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## Raytracing
<img src="https://cdn.discordapp.com/attachments/953586522572066826/1068141885056622661/fvi8.png" class="m-auto -mt-10 h-125"/>
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## Résultats