v1v2 (latest)

RoadTracer: Automatic Extraction of Road Networks from Aerial Images

11 February 2018

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

47 / 97 papers shown

Title
Road Extraction from Overhead Images with Graph Neural Networks Gaétan Bahl Mehdi Bahri Florent Lafarge 86 5 0 09 Dec 2021
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps Zhenhua Xu Yuxuan Liu Lu Gan Xiangcheng Hu Yuxiang Sun Ming-Yuan Liu Lujia Wang 61 28 0 11 Nov 2021
Updating Street Maps using Changes Detected in Satellite Imagery Favyen Bastani Songtao He Satvat Jagwani Mohammad Alizadeh Harinarayanan Balakrishnan Sanjay Chawla Sam Madden M. Sadeghi 90 6 0 13 Oct 2021
Persistent Homology with Improved Locality Information for more Effective Delineation Doruk Öner A. Garin Mateusz Koziñski K. Hess Pascal Fua 70 9 0 12 Oct 2021
Beyond Road Extraction: A Dataset for Map Update using Aerial Images Favyen Bastani Sam Madden 118 16 0 10 Oct 2021
SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving W. G. C. Bandara Jeya Maria Jose Valanarasu Vishal M. Patel 42 35 0 16 Sep 2021
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 83 128 0 28 Aug 2021
CP-loss: Connectivity-preserving Loss for Road Curb Detection in Autonomous Driving with Aerial Images Zhenhua Xu Yuxiang Sun Lujia Wang Ming-Yuan Liu 48 13 0 26 Jul 2021
Graph Representation Learning for Road Type Classification Zahra Gharaee S. Kowshik Oliver Stromann Michael Felsberg GNN 59 30 0 16 Jul 2021
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps Lu Mi Hang Zhao C. Nash Xiaohan Jin Jiyang Gao Chen Sun Cordelia Schmid Nir Shavit Yuning Chai Drago Anguelov 57 54 0 28 Jun 2021
Trajectory Prediction for Autonomous Driving with Topometric Map Jiaolong Xu Liang Xiao Dawei Zhao Yiming Nie Bin Dai 35 8 0 09 May 2021
Lane Graph Estimation for Scene Understanding in Urban Driving Jannik Zürn Johan Vertens Wolfram Burgard 63 30 0 01 May 2021
Learning Human Objectives from Sequences of Physical Corrections Mengxi Li R. Nemiroff Dylan P. Losey Dorsa Sadigh HAI 36 33 0 31 Mar 2021
Topo-boundary: A Benchmark Dataset on Topological Road-boundary Detection Using Aerial Images for Autonomous Driving Zhenhua Xu Yuxiang Sun Ming-Yuan Liu 103 41 0 31 Mar 2021
iCurb: Imitation Learning-based Detection of Road Curbs using Aerial Images for Autonomous Driving Zhenhua Xu Yuxiang Sun Ming-Yuan Liu 117 42 0 31 Mar 2021
YOLinO: Generic Single Shot Polyline Detection in Real Time Annika Meyer Philipp Skudlik Jan-Hendrik Pauls Christoph Stiller 92 6 0 26 Mar 2021
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li Hao He Xia Li Duo Li Guangliang Cheng Jianping Shi Lubin Weng Yunhai Tong Zhouchen Lin 3DPC 101 90 0 11 Mar 2021
House-GAN++: Generative Adversarial Layout Refinement Networks Nelson Nauata Sepidehsadat Hosseini Kai-Hung Chang Hang Chu Chin-Yi Cheng Yasutaka Furukawa GAN 100 28 0 03 Mar 2021
Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery Yujiao Shi Dylan Campbell Xin Yu Hongdong Li 90 45 0 02 Mar 2021
MP3: A Unified Model to Map, Perceive, Predict and Plan Sergio Casas Abbas Sadat R. Urtasun 3DV 116 238 0 18 Jan 2021
GridTracer: Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery Bohao Huang Jichen Yang Artem Streltsov Kyle Bradbury L. Collins Jordan M. Malof 20 8 0 16 Jan 2021
Principled network extraction from images Diego Baptista Caterina De Bacco 19 14 0 23 Dec 2020
DAGMapper: Learning to Map by Discovering Lane Topology N. Homayounfar Wei-Chiu Ma Justin Liang Xinyu Wu Jack Fan R. Urtasun 80 94 0 22 Dec 2020
Convolutional Recurrent Network for Road Boundary Extraction Justin Liang N. Homayounfar Wei-Chiu Ma Shenlong Wang R. Urtasun 177 73 0 21 Dec 2020
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery Zhuo Zheng Yanfei Zhong Junjue Wang A. Ma 121 239 0 19 Nov 2020
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images Yao Wei Shunping Ji 57 83 0 25 Oct 2020
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training An Tran Ali Zonoozi Jagannadan Varadarajan Hannes Kruppa SSeg 65 14 0 14 Oct 2020
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation Doruk Öner Mateusz Koziñski Leonardo Citraro N. Dadap A. Konings Pascal Fua 124 31 0 15 Sep 2020
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding Songtao He Favyen Bastani Satvat Jagwani Mohammad Alizadeh H. Balakrishnan Sanjay Chawla M. Elshrif Samuel Madden M. Sadeghi 61 94 0 19 Jul 2020
TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation Subeesh Vasu Mateusz Koziñski Leonardo Citraro Pascal Fua GAN 36 7 0 17 Jul 2020
OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing John E. Vargas-Muñoz Shivangi Srivastava D. Tuia A. X. Falcão 70 111 0 13 Jul 2020
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment A. Gupta Simon Watson Hujun Yin 94 56 0 10 Jun 2020
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories Hao Wu Hanyuan Zhang Xinyu Zhang Weiwei Sun Baihua Zheng Yuning Jiang 108 33 0 17 Feb 2020
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks Songtao He Favyen Bastani Satvat Jagwani Edward Park Sofiane Abbar Mohammad Alizadeh H. Balakrishnan Sanjay Chawla Samuel Madden M. Sadeghi 76 34 0 28 Dec 2019
Towards Reliable Evaluation of Road Network Reconstructions Leonardo Citraro Mateusz Koziñski Pascal Fua 28 0 0 28 Nov 2019
Neural Turtle Graphics for Modeling City Road Layouts Aran Mohammad Daiqing Li David Acuna Amlan Kar Maria Shugrina Xinkai Wei Ming-Yuan Liu Antonio Torralba Sanja Fidler 78 88 0 04 Oct 2019
Inferring and Improving Street Maps with Data-Driven Automation Favyen Bastani Songtao He Satvat Jagwani Edward Park Sofiane Abbar Mohammad Alizadeh H. Balakrishnan Sanjay Chawla Sam Madden M. Sadeghi 21 7 0 02 Oct 2019
City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times A. V. Etten 44 41 0 06 Aug 2019
Remote Estimation of Free-Flow Speeds Weilian Song Tawfiq Salem Hunter Blanton Nathan Jacobs 29 8 0 24 Jun 2019
Machine-Assisted Map Editing Favyen Bastani Songtao He Sofiane Abbar Mohammad Alizadeh H. Balakrishnan Sanjay Chawla Samuel Madden 53 20 0 17 Jun 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 153 29 0 09 May 2019
Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery Tao Sun Zonglin Di Pengyu Che Chun Liu Yin Wang 69 91 0 04 May 2019
Self-Driving Cars: A Survey C. Badue Rânik Guidolini Raphael V. Carneiro Pedro Azevedo Vinicius B. Cardoso ... T. M. Paixão Filipe Wall Mutz Lucas Veronese Thiago Oliveira-Santos Alberto F. de Souza LRM 129 958 0 14 Jan 2019
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 143 160 0 04 Dec 2018
Some Requests for Machine Learning Research from the East African Tech Scene Milan Cvitkovic 15 5 0 25 Oct 2018
Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Resolution Satellite Images G. Rotich Rodrigo Minetto Sudeep Sarkar ObjD 26 3 0 23 Oct 2018
Map matching when the map is wrong: Efficient vehicle tracking on- and off-road for map learning James Murphy Yuanyuan Pao Albert Yuen 13 3 0 25 Sep 2018