Canadian Adverse Driving Conditions Dataset

27 January 2020

Steven Waslander

Papers citing "Canadian Adverse Driving Conditions Dataset"

34 / 34 papers shown

Title
DriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models Shucheng Huang Freda Shi Chen Sun Jiaming Zhong Minghao Ning Yufeng Yang Yukun Lu Hong Wang A. Khajepour 33 0 0 11 May 2025
REHEARSE-3D: A Multi-modal Emulated Rain Dataset for 3D Point Cloud De-raining Abu Mohammed Raisuddin Jesper Holmblad Hamed Haghighi Yuri Poledna M. Drechsler Valentina Donzella Eren Erdal Aksoy 3DPC 180 0 0 30 Apr 2025
RS2AD: End-to-End Autonomous Driving Data Generation from Roadside Sensor Observations Ruidan Xing Runyi Huang Qing Xu Lei He 69 0 0 10 Mar 2025
EnvoDat: A Large-Scale Multisensory Dataset for Robotic Spatial Awareness and Semantic Reasoning in Heterogeneous Environments Linus Nwankwo Bjoern Ellensohn Vedant Dave Peter Hofer Jan Forstner Marlene Villneuve Robert Galler Elmar Rueckert 64 3 0 20 Feb 2025
Robust Single Object Tracking in LiDAR Point Clouds under Adverse Weather Conditions Xiantong Zhao Xiuping Liu Shengjing Tian Yinan Han 44 0 0 13 Jan 2025
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes Jianqi Chen Panwen Hu Xiaojun Chang Z. Shi Michael C. Kampffmeyer Xiaodan Liang 54 4 0 14 Oct 2024
Autonomous Driving at Unsignalized Intersections: A Review of Decision-Making Challenges and Reinforcement Learning-Based Solutions Mohammad K. Al-Sharman Luc Edes Bert Sun Vishal Jayakumar Mohamed A. Daoud Derek Rayside W. Melek 29 1 0 20 Sep 2024
FoMo: A Proposal for a Multi-Season Dataset for Robot Navigation in Forêt Montmorency Matvej Boxan Alexander Krawciw Effie Daum Xinyuan Qiao S. Lilge T. Barfoot Franccois Pomerleau 39 5 0 19 Apr 2024
Prepared for the Worst: A Learning-Based Adversarial Attack for Resilience Analysis of the ICP Algorithm Ziyu Zhang Johann Laconte Daniil Lisus Timothy D. Barfoot AAML 43 2 0 08 Mar 2024
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object Detection Till Beemelmanns Quan Zhang Christian Geller Lutz Eckstein 3DPC 35 4 0 18 Feb 2024
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time Raphael van Kempen Tim Rehbronn Abin Jose J. Stegmaier Bastian Lampe Timo Woopen Lutz Eckstein 34 1 0 17 Jan 2024
TADAP: Trajectory-Aided Drivable area Auto-labeling with Pre-trained self-supervised features in winter driving conditions Eerik Alamikkotervo Risto Ojala Alvari Seppänen Kari Tammi 24 0 0 20 Dec 2023
WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions Jiyuan Wang Chunyu Lin Lang Nie Shujuan Huang Yao Zhao Xing Pan Rui Ai 51 10 0 09 Oct 2023
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges Vishnu Pandi Chellapandi Liangqi Yuan Christopher G. Brinton Stanislaw H. .Zak Ziran Wang FedML 38 75 0 21 Aug 2023
Survey on LiDAR Perception in Adverse Weather Conditions M. Dreissig Dominik Scheuble Florian Piewak Joschka Boedecker 22 31 0 13 Apr 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao Jiaxing Huang Weihao Xuan Ruijie Ren Kangcheng Liu Dayan Guan Abdulmotaleb El Saddik Shijian Lu Eric P. Xing 29 42 0 03 Apr 2023
4Seasons: Benchmarking Visual SLAM and Long-Term Localization for Autonomous Driving in Challenging Conditions Patrick Wenzel Nan Yang Rui Wang Niclas Zeller Daniel Cremers 44 1 0 31 Dec 2022
LiSnowNet: Real-time Snow Removal for LiDAR Point Cloud Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 22 17 0 18 Nov 2022
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs Youya Xia Josephine Monica Wei-Lun Chao Bharath Hariharan Kilian Q. Weinberger Mark E. Campbell 39 12 0 23 Sep 2022
On the Importance of Quantifying Visibility for Autonomous Vehicles under Extreme Precipitation Clément Courcelle Dominic Baril Franccois Pomerleau Johann Laconte 21 7 0 07 Sep 2022
Robotics in Snow and Ice Franccois Pomerleau 18 5 0 10 Aug 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari Feng Yu TTA 52 149 0 16 Jun 2022
LiDAR-MIMO: Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection Matthew A. Pitropov Chengjie Huang Vahdat Abdelzad Krzysztof Czarnecki Steven Waslander 3DPC 19 3 0 01 Jun 2022
LiDAR Snowfall Simulation for Robust 3D Object Detection Martin Hahner Daniel Gehrig Mario Bijelic Felix Heide Feng Yu Dengxin Dai Luc Van Gool 3DPC 25 111 0 28 Mar 2022
Boreas: A Multi-Season Autonomous Driving Dataset Keenan Burnett David J. Yoon Yuchen Wu A. Z. Li Haowei Zhang ... Wei-Kang Tseng A. Lambert K. Leung Angela P. Schoellig T. Barfoot 15 125 0 18 Mar 2022
3D ToF LiDAR in Mobile Robotics: A Review Tao Yang You Li Cheng Zhao Dexin Yao Guanyin Chen Li Sun T. Krajník Zhi Yan 13 24 0 22 Feb 2022
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey Yuxiao Zhang Alexander Carballo Hanting Yang K. Takeda 32 274 0 16 Dec 2021
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishwanath A. Sindagi Velat Kilic A. Cooper Mark A. Foster Vishal M. Patel 3DPC 129 23 0 29 Sep 2021
DSOR: A Scalable Statistical Filter for Removing Falling Snow from LiDAR Point Clouds in Severe Winter Weather Akhil M Kurup J. Bos 19 62 0 15 Sep 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather Martin Hahner Daniel Gehrig Dengxin Dai Luc Van Gool 3DPC 39 144 0 11 Aug 2021
An Application-Driven Conceptualization of Corner Cases for Perception in Highly Automated Driving Florian Heidecker Jasmin Breitenstein Kevin Rösch Jonas Löhdefink Maarten Bieshaar Christoph Stiller Tim Fingscheidt Bernhard Sick 29 40 0 05 Mar 2021
Improving Robustness of Learning-based Autonomous Steering Using Adversarial Images Yu-cui Shen L. Zheng Manli Shu Weizi Li Tom Goldstein Ming Lin AAML 39 6 0 26 Feb 2021
Ford Multi-AV Seasonal Dataset Siddharth Agarwal Ankit Vora Gaurav Pandey Wayne Williams H. Kourous J. McBride 3DPC 64 116 0 17 Mar 2020
A Benchmark for LiDAR-based Panoptic Segmentation based on KITTI Jens Behley Andres Milioto C. Stachniss ISeg 36 67 0 04 Mar 2020