Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in
Adverse Weather

Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather

2 July 2024

Junsung Park

Papers citing "Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather"

5 / 5 papers shown

Title
Realistic Rainy Weather Simulation for LiDARs in CARLA Simulator Donglin Yang Zhenfeng Liu Wentao Jiang Guohang Yan Xing Gao Botian Shi Si Liu Xinyu Cai 27 3 0 20 Dec 2023
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 142 154 0 05 Oct 2021
Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection Velat Kilic Deepti Hegde Vishwanath A. Sindagi A. Cooper M. Foster Vishal M. Patel 123 67 0 14 Jul 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016