Title
Depth3DLane: Monocular 3D Lane Detection via Depth Prior Distillation Dongxin Lyu Han Huang Cheng Tan Zimu Li MDE 70 0 0 25 Apr 2025
GLane3D : Detecting Lanes with Graph of 3D Keypoints H. Öztürk M. E. Kalfaoglu Ozsel Kilinc 3DPC 42 1 0 31 Mar 2025
SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation Zijie Zhou Zhangshuo Qi Luqi Cheng Guangming Xiong 66 1 0 27 Feb 2025
Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map Xinyuan Chang Maixuan Xue Xinran Liu Zheng Pan Xing Wei 62 1 0 31 Oct 2024
Online Temporal Fusion for Vectorized Map Construction in Mapless Autonomous Driving Jiagang Chen Liangliang Pan Shunping Ji Ji Zhao Zichao Zhang 19 0 0 01 Sep 2024
HeightLane: BEV Heightmap guided 3D Lane Detection Chaesong Park Eunbin Seo Jongwoo Lim 106 2 0 15 Aug 2024
RoadPainter: Points Are Ideal Navigators for Topology transformER Zhongxing Ma Shuang Liang Yongkun Wen Weixin Lu Guowei Wan ViT 3DPC 33 6 0 22 Jul 2024
Continuity Preserving Online CenterLine Graph Learning Yunhui Han Kun Yu Zhiwei Li GNN 3DPC 46 2 0 16 Jul 2024
TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes Yanping Fu Wenbin Liao Xinyuan Liu Hang Xu Yike Ma Feng Dai Yucheng Zhang LRM 48 8 0 23 May 2024
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions Quoc-Vinh Lai-Dang ViT 33 2 0 12 Mar 2024
CurveFormer++: 3D Lane Detection by Curve Propagation with Temporal Curve Queries and Attention Yifeng Bai Zhirong Chen Pengpeng Liang Erkang Cheng Erkang Cheng ViT 36 8 0 09 Feb 2024
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving Tianyu Li Peijin Jia Bangjun Wang Li Chen Kun Jiang Junchi Yan Hongyang Li 38 34 0 26 Dec 2023
LeTFuser: Light-weight End-to-end Transformer-Based Sensor Fusion for Autonomous Driving with Multi-Task Learning Pedram Agand Mohammad Mahdavian Manolis Savva Mo Chen ViT 26 4 0 19 Oct 2023
A Vision-Centric Approach for Static Map Element Annotation Jiaxin Zhang Shiyuan Chen Haoran Yin Ruohong Mei Xuan Liu Cong Yang Qian Zhang Wei Sui 3DV 31 3 0 21 Sep 2023
PivotNet: Vectorized Pivot Learning for End-to-end HD Map Construction Wenjie Ding Limeng Qiao Xi Qiu Chi Zhang 3DPC 39 67 0 31 Aug 2023
LATR: 3D Lane Detection from Monocular Images with Transformer Yueru Luo Chaoda Zheng Xu Yan Tang Kun Chao Zheng Shuguang Cui Zhen Li ViT 36 32 0 08 Aug 2023
Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer Yujiao Shi Fei Wu Akhil Perincherry Ankit Vora Hongdong Li ViT 31 33 0 16 Jul 2023
Separated RoadTopoFormer Mingjie Lu Yuanxian Huang Ji Liu Jinzhan Peng Lu Tian Ashish Sirasao 36 2 0 04 Jul 2023
End-to-End Vectorized HD-map Construction with Piecewise Bezier Curve Limeng Qiao Wenjie Ding Xi Qiu Chi Zhang 35 73 0 16 Jun 2023
Transformer-based models and hardware acceleration analysis in autonomous driving: A survey J. Zhong Zheng Liu Xiangshan Chen ViT 44 17 0 21 Apr 2023
Sparse Dense Fusion for 3D Object Detection Yulu Gao Chonghao Sima Shaoshuai Shi Shangzhe Di Sihan Liu Hongyang Li 26 15 0 09 Apr 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 67 9 0 06 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 88 25 0 02 Mar 2023
CLiNet: Joint Detection of Road Network Centerlines in 2D and 3D David Paz S. Srinivas Yuan Yao Henrik I. Christensen 26 0 0 04 Feb 2023
Anchor3DLane: Learning to Regress 3D Anchors for Monocular 3D Lane Detection Shaofei Huang Zhenwei Shen Zehao Huang Zihan Ding Jiao Dai Jizhong Han Naiyan Wang Si Liu 33 52 0 06 Jan 2023
SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation Hao Dong Xianjing Zhang Jintao Xu Rui Ai Weihao Gu Huimin Lu Arno Solin Xieyuanli Chen 31 31 0 28 Nov 2022
Multi-Camera Calibration Free BEV Representation for 3D Object Detection Hongxiang Jiang Wenming Meng Hongmei Zhu Q. Zhang Jihao Yin 37 4 0 31 Oct 2022
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction Bencheng Liao Shaoyu Chen Xinggang Wang Tianheng Cheng Qian Zhang Wenyu Liu Chang Huang ViT 48 218 0 30 Aug 2022
Vision-Centric BEV Perception: A Survey Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Tianyi Zhou Xinge Zhu 50 129 0 04 Aug 2022
ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning Shengchao Hu Li Chen Peng Wu Hongyang Li Junchi Yan Dacheng Tao 31 226 0 15 Jul 2022
Trajectory-guided Control Prediction for End-to-end Autonomous Driving: A Simple yet Strong Baseline Peng Wu Xiaosong Jia Li Chen Junchi Yan Hongyang Li Yu Qiao 30 182 0 16 Jun 2022
PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images Yingfei Liu Junjie Yan Fan Jia Shuailin Li Q. Gao Tiancai Wang Xinming Zhang Jian Sun 3DPC 32 344 0 02 Jun 2022
Structured Bird's-Eye-View Traffic Scene Understanding from Onboard Images Y. Can Alexander Liniger D. Paudel Luc Van Gool 97 114 0 05 Oct 2021
Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection Yuliang Guo Guang Chen Peitao Zhao Weide Zhang Jinghao Miao Jingao Wang Tae Eun Choe 3DPC 79 106 0 24 Mar 2020
Detecting Lane and Road Markings at A Distance with Perspective Transformer Layers Zhuoping Yu Xiao-ping Ren Yuyao Huang Wei Tian Junqiao Zhao ViT 41 17 0 19 Mar 2020