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RoadTracer: Automatic Extraction of Road Networks from Aerial Images

11 February 2018

Papers citing "RoadTracer: Automatic Extraction of Road Networks from Aerial Images"

50 / 97 papers shown

Title
GLD-Road:A global-local decoding road network extraction model for remote sensing images Ligao Deng Yupeng Deng Yu Meng Jingbo Chen Zhihao Xi Diyou Liu Qifeng Chu 56 0 0 11 Jun 2025
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing Zubin Bhuyan Yuanchang Xie AngkeaReach Rith Xintong Yan Nasko Apostolov Jimi Oke Chengbo Ai 13 0 0 09 Jun 2025
LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping Weiqin Jiao Hao Cheng G. Vosselman Claudio Persello 130 0 0 29 Apr 2025
A Concise Survey on Lane Topology Reasoning for HD Mapping Yi Yao Miao Fan Shengtong Xu Haoyi Xiong Xiangzeng Liu Wenbo Hu Wenbing Huang 3DV 85 0 0 31 Mar 2025
TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy Juan Miguel Valverde Motoya Koga Nijihiko Otsuka Anders Bjorholm Dahl 86 0 0 05 Mar 2025
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction Hongbo Zhao Lue Fan Yuntao Chen Haochen Wang Yiran Yang Xiaojuan Jin Yixin Zhang Gaofeng Meng Zhaoxiang Zhang 98 3 0 30 Oct 2024
IT $^3$ : Idempotent Test-Time Training Nikita Durasov Assaf Shocher Doruk Öner Gal Chechik Alexei A. Efros Pascal Fua OOD VLM 115 1 0 05 Oct 2024
Improving satellite imagery segmentation using multiple Sentinel-2 revisits Kartik Jindgar Grace W. Lindsay 71 0 0 25 Sep 2024
Continuity Preserving Online CenterLine Graph Learning Yunhui Han Kun Yu Zhiwei Li GNN 3DPC 113 2 0 16 Jul 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery Xiaowen Ma Rongrong Lian Zhenkai Wu Hongbo Guo Mengting Ma Sensen Wu Zhenhong Du Siyang Song Wei Zhang 235 5 0 24 Jun 2024
Scene Action Maps: Behavioural Maps for Navigation without Metric Information Joel Loo David Hsu 131 2 0 13 May 2024
SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic Segmentation Junyan Ye Qiyan Luo Jinhua Yu Huaping Zhong Zhimeng Zheng Conghui He Weijia Li 85 12 0 03 Apr 2024
FISBe: A real-world benchmark dataset for instance segmentation of long-range thin filamentous structures Lisa Mais Peter Hirsch Claire Managan Ramya Kandarpa J. L. Rumberger Annika Reinke Lena Maier-Hein Gudrun Ihrke Dagmar Kainmueller 62 0 0 29 Mar 2024
Enabling Uncertainty Estimation in Iterative Neural Networks Nikita Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 213 9 0 25 Mar 2024
Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers Alexander H. Berger Laurin Lux Suprosanna Shit Ivan Ezhov Georgios Kaissis Martin J. Menten Daniel Rueckert Johannes C. Paetzold ViT 72 0 0 11 Mar 2024
Road Graph Generator: Mapping roads at construction sites from GPS data Katarzyna Michalowska H. Holmestad S. Riemer-Sørensen 39 0 0 15 Feb 2024
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery Caleb Robinson Isaac Corley Anthony Ortiz Rahul Dodhia J. L. Ferres Peyman Najafirad 50 0 0 12 Jan 2024
Building Lane-Level Maps from Aerial Images Jiawei Yao Xiaochao Pan Tong Wu Xiaofeng Zhang 72 34 0 20 Dec 2023
Fine-Grained Extraction of Road Networks via Joint Learning of Connectivity and Segmentation Yijia Xu Liqiang Zhang Wuming Zhang Suhong Liu Jingwen Li Xingang Li Yuebin Wang Yang Li 86 0 0 07 Dec 2023
Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery Javed Iqbal Aliza Masood Waqas Sultani Mohsen Ali 76 11 0 27 Sep 2023
Segmentation of Tubular Structures Using Iterative Training with Tailored Samples Wei Liao 30 2 0 15 Sep 2023
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery Shiqiao Meng Zonglin Di Siwei Yang Yin Wang 26 3 0 14 Sep 2023
Patched Line Segment Learning for Vector Road Mapping Jiakun Xu Bowen Xu Gui-Song Xia Liang Dong Nan Xue 75 3 0 06 Sep 2023
InsMapper: Exploring Inner-instance Information for Vectorized HD Mapping Zhenhua Xu Kenneth K. Y. Wong Hengshuang Zhao 88 11 0 16 Aug 2023
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Tianyi Shi Xiao-Hua Ding Li Zhang Xin Yang 136 6 0 14 Jul 2023
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery with Supplementary Materials Wenmiao Hu Yichen Zhang Yuxuan Liang Yifang Yin Andrei Georgescu An Tran Hannes Kruppa See-Kiong Ng Roger Zimmermann 131 24 0 07 Jul 2023
AutoGraph: Predicting Lane Graphs from Traffic Observations Jannik Zürn Ingmar Posner Wolfram Burgard 94 4 0 27 Jun 2023
VMA: Divide-and-Conquer Vectorized Map Annotation System for Large-Scale Driving Scene Shaoyu Chen Yunchi Zhang Bencheng Liao Jiafeng Xie Tianheng Cheng Wei Sui Qian Zhang Chang Huang Wenyu Liu Xinggang Wang 66 11 0 19 Apr 2023
Road Extraction with Satellite Images and Partial Road Maps Qianxiong Xu Cheng Long Liang Yu Chen Zhang 50 20 0 22 Mar 2023
Lane Graph as Path: Continuity-preserving Path-wise Modeling for Online Lane Graph Construction Bencheng Liao Shaoyu Chen Bo Jiang Tianheng Cheng Qian Zhang Wenyu Liu Chang Huang Xinggang Wang GNN 97 44 0 15 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images Xiaowen Ma Mengting Ma Chenlu Hu Zhiyuan Song Zi-Shu Zhao Tian Feng Wei Zhang 100 13 0 14 Mar 2023
PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection Shenwei Xie Wanfeng Zheng Zhenglin Xian Junli Yang Chuang Zhang Ming Wu 97 2 0 26 Feb 2023
Learning and Aggregating Lane Graphs for Urban Automated Driving M. Büchner Jannik Zürn Ion-George Todoran Abhinav Valada Wolfram Burgard 83 25 0 13 Feb 2023
Semi-Supervised Domain Adaptation for Semantic Segmentation of Roads from Satellite Images A. Kındıroglu Metehan Yalçin F. Bagci Mahiye Uluyagmur Öztürk 27 0 0 26 Dec 2022
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Favyen Bastani Piper Wolters Ritwik Gupta Joe Ferdinando Aniruddha Kembhavi 97 109 0 28 Nov 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 245 74 0 10 Oct 2022
Mastering Spatial Graph Prediction of Road Networks Sotiris Anagnostidis Aurelien Lucchi Thomas Hofmann GNN 59 1 0 03 Oct 2022
Ten Years after ImageNet: A 360° Perspective on AI Sanjay Chawla Preslav Nakov Ahmed Ali Wendy Hall Issa M. Khalil Xiaosong Ma Husrev Taha Sencar Ingmar Weber Michael Wooldridge Tingyue Yu 31 0 0 01 Oct 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 80 27 0 21 Sep 2022
CenterLineDet: CenterLine Graph Detection for Road Lanes with Vehicle-mounted Sensors by Transformer for HD Map Generation Zhenhua Xu Yuxuan Liu Yuxiang Sun Meilin Liu Lujia Wang 78 12 0 16 Sep 2022
Large-Scale Auto-Regressive Modeling Of Street Networks Michael Birsak Tom Kelly W. Para Peter Wonka GNN AI4TS 28 6 0 01 Sep 2022
Primitive Graph Learning for Unified Vector Mapping Lei Wang Min Dai Jianan He Jingwei Huang Mingwei Sun 99 0 0 28 Jun 2022
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities Maryam Hosseini Michael Saugstad Fabio Miranda Andres Sevtsuk Claudio T. Silva Jon E. Froehlich 41 19 0 28 Jun 2022
High-Definition Map Generation Technologies For Autonomous Driving Zhibin Bao Sabir Hossain H. Lang Xianke Lin 98 33 0 11 Jun 2022
Progressive Minimal Path Method with Embedded CNN Wei Liao 71 4 0 02 Apr 2022
Relationformer: A Unified Framework for Image-to-Graph Generation Suprosanna Shit Rajat Koner Bastian Wittmann Johannes C. Paetzold Ivan Ezhov ... Jia Pan Sahand Sharifzadeh Georgios Kaissis Volker Tresp Bjoern Menze ViT 84 62 0 19 Mar 2022
AF $_2$ : Adaptive Focus Framework for Aerial Imagery Segmentation Lin Huang Qi Dong Lijun Wu Jia Zhang Jiang Bian Tie-Yan Liu 57 0 0 18 Feb 2022
RNGDet: Road Network Graph Detection by Transformer in Aerial Images Zhenhua Xu Yuxuan Liu Lu Gan Yuxiang Sun Xinyu Wu Meilin Liu Lujia Wang ViT 132 54 0 16 Feb 2022
DDU-Net: Dual-Decoder-U-Net for Road Extraction Using High-Resolution Remote Sensing Images Ying Wang Yuexing Peng Xinran Liu Wei Li G. C. Alexandropoulos Junchuan Yu D. Ge Weixu Xiang 69 91 0 18 Jan 2022
Structure-Aware Image Segmentation with Homotopy Warping Xiaoling Hu 59 29 0 15 Dec 2021