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SCOPE: Spatial Context-Aware Pointcloud Encoder for Denoising Under the Adverse Weather Conditions

Reliable LiDAR point clouds are essential for perception in robotics and autonomous driving. However, adverse weather conditions introduce substantial noise that significantly degrades perception performance. To tackle this challenge, we first introduce a novel, point-wise annotated dataset of over...

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Bibliographic Details
Main Author: Hyeong-Geun Kim
Format: Artigo
Language:Inglês
Published: MDPI AG 2025-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/18/10113
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