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Dokumenttyp:
Masterarbeit
Autor(en):
Zi Hen Lin
Titel:
SWIM in Point Clouds: Sampling Weights for PointNet
Abstract:
3D machine learning has received growing attention from the industries due to the potential to offer significant time gain over the classical numerical approaches. We introduce a sampling approach to construct PointNet using point clouds, with orders of magnitude better efficiency compared to the conventional iterative gradient descent, at the expense of a small performance loss. This sampling is an extension of Sampling Where It Matters (SWIM). We propose two approaches to preserve the geometri...     »
Aufgabensteller:
Felix Dietrich
Betreuer:
Erik Lien Bolager
Jahr:
2024
Quartal:
4. Quartal
Jahr / Monat:
2024-10
Monat:
Oct
Sprache:
en
Hochschule / Universität:
Technical University Munich
Fakultät:
TUM School of Computation, Information and Technology
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