Title
Collaborative Perception Datasets for Autonomous Driving: A Review N. Wang Deyong Shang Yan Gong X. S. Hu Ziying Song Lei Yang Y. Huang Xiaoyu Wang J. Lu 39 0 0 17 Apr 2025
R2LDM: An Efficient 4D Radar Super-Resolution Framework Leveraging Diffusion Model Boyuan Zheng Shouyi Lu Renbo Huang Minqing Huang Fan Lu Wei Tian G. Zhuo Lu Xiong 62 1 0 21 Mar 2025
Simulating Automotive Radar with Lidar and Camera Inputs Peili Song Dezhen Song Yifan Yang Enfan Lan Jingtai Liu 41 0 0 11 Mar 2025
A Novel Multi-Teacher Knowledge Distillation for Real-Time Object Detection using 4D Radar Seung-Hyun Song Dong-Hee Paek Minh-Quan Dao E. Malis Seung-Hyun Kong 64 0 0 10 Feb 2025
Bayesian Approximation-Based Trajectory Prediction and Tracking with 4D Radar Dong-In Kim Dong-Hee Paek Seung-Hyun Song Seung-Hyun Kong 46 0 0 03 Feb 2025
MetaOcc: Surround-View 4D Radar and Camera Fusion Framework for 3D Occupancy Prediction with Dual Training Strategies Long Yang Lianqing Zheng W. Ai Minghao Liu Sen Li Qunshu Lin Shengyu Yan Jie Bai Zhixiong Ma Xichan Zhu 131 0 0 28 Jan 2025
RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging Radar Liye Jia Runwei Guan Haocheng Zhao Qiuchi Zhao Ka Lok Man Jeremy S. Smith Limin Yu Yutao Yue 47 2 0 04 Jan 2025
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection Zijian Gu Jianwei Ma Yan Huang Honghao Wei Zhanye Chen H. M. Zhang Wei Hong 81 2 0 16 Dec 2024
OmniHD-Scenes: A Next-Generation Multimodal Dataset for Autonomous Driving Lianqing Zheng Long Yang Qunshu Lin W. Ai Minghao Liu ... Jingyue Mo Xiaokai Bai Jie Bai Zhixiong Ma Xichan Zhu 106 6 0 14 Dec 2024
SIRA: Scalable Inter-frame Relation and Association for Radar Perception Ryoma Yataka P. Wang P. Boufounos R. Takahashi 38 4 0 04 Nov 2024
UniBEVFusion: Unified Radar-Vision BEVFusion for 3D Object Detection Haocheng Zhao Runwei Guan Taoyu Wu Ka Lok Man Limin Yu Yutao Yue MDE 31 2 0 23 Sep 2024
LEROjD: Lidar Extended Radar-Only Object Detection Patrick Palmer Martin Krüger Stefan Schutte R. Altendorfer Ganesh Adam Torsten Bertram 40 0 0 09 Sep 2024
Exploring Domain Shift on Radar-Based 3D Object Detection Amidst Diverse Environmental Conditions Miao Zhang Sherif Abdulatif Benedikt Loesch Marco Altmann Marius Schwarz Bin Yang 41 2 0 13 Aug 2024
MUFASA: Multi-View Fusion and Adaptation Network with Spatial Awareness for Radar Object Detection Xiangyuan Peng Miao Tang Huawei Sun Kay Bierzynski Lorenzo Servadei Robert Wille 33 6 0 01 Aug 2024
Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check Sheng-Yao Kuan Jen-Hao Cheng Hsiang-Wei Huang Wenhao Chai Cheng-Yen Yang Hugo Latapie Gaowen Liu Bing-Fei Wu Jenq-Neng Hwang 39 2 0 18 Jul 2024
Bosch Street Dataset: A Multi-Modal Dataset with Imaging Radar for Automated Driving Karim Armanious Maurice Quach Michael Ulrich Timo Winterling Johannes Friesen ... Bastian Bischoff J. Freess Karsten Haug Kathrin Klee Holger Caesar 42 4 0 24 Jun 2024
Multi-Object Tracking based on Imaging Radar 3D Object Detection Patrick Palmer Martin Krüger R. Altendorfer Torsten Bertram 42 0 0 03 Jun 2024
A Survey of Deep Learning Based Radar and Vision Fusion for 3D Object Detection in Autonomous Driving Di Wu Feng Yang Benlian Xu Pan Liao Bo Liu 49 0 0 02 Jun 2024
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar Fangqiang Ding Xiangyu Wen Yunzhou Zhu Yiming Li Chris Xiaoxuan Lu 29 11 0 22 May 2024
Efficient 4D Radar Data Auto-labeling Method using LiDAR-based Object Detection Network Min-Hyeok Sun Dong-Hee Paek Seung-Hyun Song Seung-Hyun Kong 28 2 0 13 May 2024
Human Detection from 4D Radar Data in Low-Visibility Field Conditions Mikael Skog Oleksandr Kotlyar V. Kubelka Martin Magnusson 35 3 0 08 Apr 2024
DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object Detection F. Fent Andras Palffy Holger Caesar 49 13 0 03 Apr 2024
BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation Jonas Schramm Niclas Vodisch Kürsat Petek Ravi Kiran S. Yogamani Wolfram Burgard Abhinav Valada 34 11 0 18 Mar 2024
RIDERS: Radar-Infrared Depth Estimation for Robust Sensing Han Li Yukai Ma Yuehao Huang Yaqing Gu Weihua Xu Yong-Jin Liu Xingxing Zuo 19 4 0 03 Feb 2024
A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook Mingyu Liu Ekim Yurtsever Jonathan Fossaert Xingcheng Zhou Walter Zimmer Yuning Cui B. L. Žagar Alois C. Knoll 56 36 0 02 Jan 2024
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities Runwei Guan Haocheng Zhao Shanliang Yao Ka Lok Man Xiaohui Zhu ... Yong Yue Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 20 4 0 14 Dec 2023
Exploring Radar Data Representations in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Zitian Peng Chenhang Xu Yilu Shi ... Hyungjoon Seo Ka Lok Man Jieming Ma Xiaohui Zhu Yutao Yue 49 5 0 08 Dec 2023
MVFAN: Multi-View Feature Assisted Network for 4D Radar Object Detection Qiao Yan Yihan Wang 21 20 0 25 Oct 2023
RTNH+: Enhanced 4D Radar Object Detection Network using Combined CFAR-based Two-level Preprocessing and Vertical Encoding Seung-Hyun Kong Dong-Hee Paek S. Cho 31 6 0 19 Oct 2023
Dual Radar: A Multi-modal Dataset with Dual 4D Radar for Autonomous Driving Xinyu Zhang Li-e Wang Jian Chen Cheng Fang Lei Yang ... Jun Li Zhiwei Li Qingshan Yang Zhenlin Zhang Shuzhi Sam Ge 23 24 0 11 Oct 2023
V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges Tao Huang Jianan Liu Xi Zhou Dinh C. Nguyen M. R. Azghadi Yuxuan Xia Qing-Long Han Sumei Sun 61 36 0 05 Oct 2023
Cross-Dataset Experimental Study of Radar-Camera Fusion in Bird's-Eye View Lukas Stäcker Philipp Heidenreich J. Rambach Didier Stricker 21 1 0 27 Sep 2023
DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud Ruixu Geng Yadong Li Dongheng Zhang Jincheng Wu Yating Gao Yang Hu Yuanchun Chen 33 9 0 27 Sep 2023
NTU4DRadLM: 4D Radar-centric Multi-Modal Dataset for Localization and Mapping Jun Zhang Huayang Zhuge Yiyao Liu Guohao Peng Zhenyu Wu ... Sanat Mharolkar Xun Yang Su Yi Yuanzhe Wang Dan-fen Wang 23 26 0 02 Sep 2023
ThermRad: A Multi-modal Dataset for Robust 3D Object Detection under Challenging Conditions Qiao Yan Yihan Wang 30 0 0 20 Aug 2023
Reviewing 3D Object Detectors in the Context of High-Resolution 3+1D Radar Patrick Palmer Martin Krueger R. Altendorfer Ganesh Adam Torsten Bertram 3DPC 23 9 0 10 Aug 2023
Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion Yang Liu Feng Wang Nai-long Wang Zhaoxiang Zhang 28 14 0 31 Jul 2023
SMURF: Spatial Multi-Representation Fusion for 3D Object Detection with 4D Imaging Radar Jianan Liu Qiuchi Zhao Weiyi Xiong Tao Huang Qinghua Han Bing Zhu 24 50 0 20 Jul 2023
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces Shanliang Yao Runwei Guan Zhaodong Wu Yi Ni Zile Huang ... H. Seo Ka Lok Man Jieming Ma Xiaohui Zhu Yutao Yue 26 23 0 13 Jul 2023
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion Weiyi Xiong Jianan Liu Tao Huang Qingyan Han Yu Xia Bing Zhu 41 62 0 03 Jul 2023
4D Millimeter-Wave Radar in Autonomous Driving: A Survey Zeyu Han Jiahao Wang Zikun Xu Shuocheng Yang Lei He Shaobing Xu Jianqiang Wang Keqiang Li 44 32 0 07 Jun 2023
RC-BEVFusion: A Plug-In Module for Radar-Camera Bird's Eye View Feature Fusion Lukas Stäcker Shashank Mishra Philipp Heidenreich J. Rambach D. Stricker 25 4 0 25 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 Apr 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 86 25 0 02 Mar 2023
Impact, Attention, Influence: Early Assessment of Autonomous Driving Datasets Daniel Bogdoll Jonas Hendl Felix Schreyer Nisha S. Gowda Michael Färber J. Marius Zöllner 24 4 0 05 Jan 2023
RADIATE: A Radar Dataset for Automotive Perception in Bad Weather Marcel Sheeny Emanuele De Pellegrin S. Mukherjee Alireza Ahrabian Sen Wang Andrew M. Wallace 64 199 0 18 Oct 2020