OpenStreetMap: Challenges and Opportunities in Machine Learning and
Remote Sensing

OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing

13 July 2020

John E. Vargas-Muñoz

Shivangi Srivastava

Papers citing "OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing"

12 / 12 papers shown

Title
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 53 0 0 19 Mar 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery Utkarsh Mall Cheng Perng Phoo Mia Chiquier Bharath Hariharan Kavita Bala Carl Vondrick 69 1 0 17 Feb 2025
Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art Models Malak Mansour Ahmed Aly Bahey Tharwat Sarim Hashmi Dong An Ian Reid LM&Ro ELM LRM 56 0 0 07 Jan 2025
From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas Yanxin Xi Yu Liu Zhicheng Liu Sasu Tarkoma Pan Hui Yong Li 23 0 0 17 Jun 2024
Better, Not Just More: Data-Centric Machine Learning for Earth Observation R. Roscher M. Rußwurm Caroline Gevaert Michael C. Kampffmeyer J. A. dos Santos ... Ronny Hansch Stine Hansen Keiller Nogueira Jonathan Prexl D. Tuia 32 10 0 08 Dec 2023
StructuredMesh: 3D Structured Optimization of Façade Components on Photogrammetric Mesh Models using Binary Integer Programming Libin Wang Han Hu Qisen Shang Bo Xu Qing Zhu 17 0 0 07 Jun 2023
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata Nando Metzger John E. Vargas-Muñoz Rodrigo Caye Daudt B. Kellenberger Thao T-T Whelan Ferda Ofli Muhammad Imran Konrad Schindler D. Tuia 11 19 0 08 Nov 2022
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 13 126 0 28 Aug 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 37 68 0 11 Apr 2021
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings Kun Zhao Yongkun Liu Siyuan Hao Shaoxing Lu Hongbin Liu Lijian Zhou 15 20 0 03 Oct 2020
Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach Rodrigo Berriel Franco Schmidt Rossi Alberto F. de Souza Thiago Oliveira-Santos 17 50 0 30 May 2018
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback Carolin (Haas) Lawrence Stefan Riezler OffRL 171 56 0 03 May 2018