HDMapNet: An Online HD Map Construction and Evaluation Framework

13 July 2021

Qi Li

Yue Wang

Yilun Wang

Hang Zhao

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Papers citing "HDMapNet: An Online HD Map Construction and Evaluation Framework"

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Title
SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving Muleilan Pei Jiayao Shan Peiliang Li Jieqi Shi Jing Huo Yang Gao Shaojie Shen 4 0 0 18 May 2025
Inferring Driving Maps by Deep Learning-based Trail Map Extraction Michael Hubbertz Pascal Colling Qi Han Tobias Meisen 29 0 0 15 May 2025
SparseMeXT Unlocking the Potential of Sparse Representations for HD Map Construction Anqing Jiang Jinhao Chai Yu Gao Yishuo Wang Yuwen Heng ... Li Sun Jian Zhou Lijuan Zhu Shugong Xu Hao Zhao 26 0 0 12 May 2025
Multimodal and Multiview Deep Fusion for Autonomous Marine Navigation Dimitrios Dagdilelis Panagiotis Grigoriadis R. Galeazzi 3DPC 171 0 0 02 May 2025
Uni-PrevPredMap: Extending PrevPredMap to a Unified Framework of Prior-Informed Modeling for Online Vectorized HD Map Construction Nan Peng Xun Zhou Mingming Wang Guisong Chen Wenqi Xu 159 0 0 09 Apr 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 34 0 0 08 Apr 2025
HisTrackMap: Global Vectorized High-Definition Map Construction via History Map Tracking Jing Yang Sen Yang Xiao Tan Hanli Wang 56 1 0 13 Mar 2025
HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Siyu Li Yihong Cao Hao-miao Shi Yongsheng Zang Xuan He Kailun Yang Zehan Li 58 0 0 10 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
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Spatial Reasoning Questions Dazhou Yu Riyang Bao Gengchen Mai Liang Zhao ReLM LRM 53 3 0 04 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
Exploring Semi-Supervised Learning for Online Mapping Adam Lilja Erik Wallin Junsheng Fu Lars Hammarstrand SSL 51 1 0 14 Oct 2024
LMT-Net: Lane Model Transformer Network for Automated HD Mapping from Sparse Vehicle Observations Michael Mink Thomas Monninger Steffen Staab 34 1 0 19 Sep 2024
Driving with Prior Maps: Unified Vector Prior Encoding for Autonomous Vehicle Mapping Shuang Zeng Xinyuan Chang Xinran Liu Zheng Pan Xing Wei 39 1 0 09 Sep 2024
Online Temporal Fusion for Vectorized Map Construction in Mapless Autonomous Driving Jiagang Chen Liangliang Pan Shunping Ji Ji Zhao Zichao Zhang 22 0 0 01 Sep 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 48 2 0 16 Jul 2024
Learning Lane Graphs from Aerial Imagery Using Transformers Martin Büchner Simon Dorer Abhinav Valada 40 0 0 08 Jul 2024
Beyond the Frontier: Predicting Unseen Walls from Occupancy Grids by Learning from Floor Plans Ludvig Ericson Patric Jensfelt 42 7 0 13 Jun 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
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 38 7 0 22 Apr 2024
EAN-MapNet: Efficient Vectorized HD Map Construction with Anchor Neighborhoods Huiyuan Xiong Jun Shen Taohong Zhu Yuelong Pan 30 3 0 28 Feb 2024
Stream Query Denoising for Vectorized HD Map Construction Shuo Wang Fan Jia Yingfei Liu Yucheng Zhao Zehui Chen Tiancai Wang Chi Zhang Xiangyu Zhang Feng Zhao 36 19 0 17 Jan 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
Online Vectorized HD Map Construction using Geometry Zhixin Zhang Yiyuan Zhang Xiaohan Ding Fusheng Jin Xiangyu Yue 3DPC 34 23 0 06 Dec 2023
OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving Wenzhao Zheng Weiliang Chen Yuanhui Huang Borui Zhang Yueqi Duan Jiwen Lu VGen 52 69 0 27 Nov 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 34 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
Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction Wenjie Gao Jiawei Fu Yanqing Shen Haodong Jing Shitao Chen Nanning Zheng 33 15 0 29 Aug 2023
UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation Haiyang Wang Hao Tang Shaoshuai Shi Aoxue Li Zhenguo Li Bernt Schiele Liwei Wang ViT 40 56 0 15 Aug 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
MV-Map: Offboard HD-Map Generation with Multi-view Consistency Ziyang Xie Ziqi Pang Yuxiong Wang 25 21 0 15 May 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation Cristiano Saltori Aljovsa Ovsep Elisa Ricci Laura Leal-Taixé 27 14 0 23 Apr 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
Online Lane Graph Extraction from Onboard Video Y. Can Alexander Liniger D. Paudel Luc Van Gool 34 2 0 03 Apr 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception Youngseok Kim Juyeb Shin Sanmin Kim In-Jae Lee Junwon Choi Dongsuk Kum 58 68 0 03 Apr 2023
One Training for Multiple Deployments: Polar-based Adaptive BEV Perception for Autonomous Driving Huitong Yang Xuyang Bai Xinge Zhu Yuexin Ma 43 3 0 02 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 91 25 0 02 Mar 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 32 5 0 12 Jan 2023
Pix2Map: Cross-modal Retrieval for Inferring Street Maps from Images Xindi Wu Kwun-fung Lau Francesco Ferroni Aljosa Osep Deva Ramanan 34 7 0 10 Jan 2023
Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark Xiaofen Wang Zheng Zhu Yunpeng Zhang Guan Huang Yun Ye Wenbo Xu Ziwei Chen Xingang Wang 27 19 0 17 Dec 2022
THMA: Tencent HD Map AI System for Creating HD Map Annotations Kun Tang Xu Cao Zhipeng Cao Tongxi Zhou Erlong Li ... Shengtao Zou Chang-ling Liu Shuqi Mei Elena Sizikova Chao Zheng 22 12 0 14 Dec 2022
Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection Shih-Ping Wang Xiaohui Jiang Ying Li 3DPC 41 18 0 11 Dec 2022
Towards Accurate Ground Plane Normal Estimation from Ego-Motion Jiaxin Zhang Wei Sui Qian Zhang Tao Chen Cong Yang 33 5 0 08 Dec 2022
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 34 31 0 28 Nov 2022
You Only Label Once: 3D Box Adaptation from Point Cloud to Image via Semi-Supervised Learning Jieqi Shi Peiliang Li Xiaozhi Chen Shaojie Shen 3DPC 25 1 0 17 Nov 2022
RNGDet++: Road Network Graph Detection by Transformer with Instance Segmentation and Multi-scale Features Enhancement Zhenhua Xu Yuxuan Liu Yuxiang Sun Meilin Liu Lujia Wang 40 25 0 21 Sep 2022
Monocular Camera Mapping with Pose-Guided Optimization: Enhancing Marking-Level HD Map Accuracy Hongji Liu Linwei Zheng Xiaoyang Yan Zhenhua Xu Bohuan Xue Yang Yu Meilin Liu 22 0 0 16 Sep 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 48 219 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 56 129 0 04 Aug 2022