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 infrastructures
Challenges:
• 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) |
---|