Cliff Change detection using Siamese KPConv deep network on 3D point clouds
Résumé
Context:• Cliffs cover 52% of the world’s coastline [1]• Cliff erosion likely to increase with sea level rise [2]• Endangering nearby populations and infrastructuresChallenges:• Working directly on raw 3D point clouds to avoid the loss of information when rasterizing the vertical cliffs• Randomness of natural cliffs (unlike buildings in urban areas)• Being able to study vertical or very steep cliffs
Domaines
Planète et Univers [physics]| Origine | Fichiers produits par l'(les) auteur(s) |
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