JURSE

Publications

2023

Fengxiang Guo, Uwe Schlink
A nationwide dataset of building features for Germany. JURSE (2023)
Sining Chen, Yilei Shi, Xiao Xiang Zhu
Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images. JURSE (2023)
Eleni Athanasopoulou, Anastasia Kakouri, Dimitris Karagiannis, Orestis Speyer, Georgios Grivas, Evangelos Gerasopoulos
Enhancing air quality data from multiple platforms towards geospatial health-related information in the intra-urban environment. JURSE (2023)
Flavio Marzialetti, Maria Laura Carranza, Antonietta Sorriso, Paolo Gamba
Comparing SAR X and L bands to map the urban extent in a metropolis of South America. The potential of multitemporal data. JURSE (2023)
Andreas Rienow
Modeling Future Urban Expansion based on Global Settlement Products - A Comparative Study. JURSE (2023)
Ines Standfuß, Matthias Weigand, Monika Gähler, Antonia Milbert, Fabian Dosch, Silas Eichfuss, Nikola Sander, Christian Geiß, Hannes Taubenböck
Categorizing urban areas into "core", "fringe", and "periphery" based on the built-up morphology. JURSE (2023)
Sara Akodad, Pierre Lassalle, Bruno Vallet, Etienne Le Bihan, Pierre-Marie Brunet
AI4GEO: LOD0 Generation for 3D building models. JURSE (2023)
Wen Zhou, Claudio Persello, Alfred Stein
Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method. JURSE (2023)
Giannis Lantzanakis, Dimitris Tsirantonakis, Nektarios Chrysoulakis, Sue Grimmond, Andreas Christen, Jörn Birkmann
Initial development of the urbisphere urban hyperspectral library: Berlin, Germany. JURSE (2023)
John Friesen, Oyutan Delger
Spatial Accessibility to Hospitals for Informal Settlement Dwellers in Three sub-Saharan Cities. JURSE (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Exploring inference of a land use and land cover model trained on MultiSenGE dataset. JURSE (2023)
Isabelle Tingzon, James Matthew Miraflor, Xiao Xiang Zhu, Mrinalini Kochupillai
Towards Impactful Applications of AI4EO in the Global South. JURSE (2023)
Michael Recla, Michael Schmitt
From Relative to Absolute Heights in SAR-based Single-Image Height Prediction. JURSE (2023)
Maria Gkolemi, Zina Mitraka, Nektarios Chrysoulakis
Local scale surface temperature estimation by downscaling satellite thermal infrared observations using neural networks. JURSE (2023)
Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck
Detecting challenging urban environments using a few-shot meta-learning approach. JURSE (2023)
Michael Wurm, Raphael Tubbesing, Thomas Stark, Marlene Kühnl, Marta Sapena, Wolfgang Sulzer, Hannes Taubenböck
Revealing landslide exposure of informal settlements in Medellín using Deep Learning. JURSE (2023)
Yajin Xu, Philipp Schuegraf, Ksenia Bittner
Vertex Aided Building Polygonization from Satellite Imagery Applying Deep Learning. JURSE (2023)
Hannes Taubenböck, Lifeng Shi, Tobias Leichtle, Shihong Du, Michael Wurm
The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale. JURSE (2023)
Blewa Audrey Tohoun, Marta Sapena, Johannes Mast, Hannes Taubenböck, Ibrahim Haruna, Vincent Orekan, Appollonia A. Okhimamhe
Are citizens' perceptions on urban green spaces influenced by their immediate environment? The case of Grand Nokoue, Benin Republic. JURSE (2023)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. JURSE (2023)
Qiaosi Li, Qunshan Zhao
Weakly-Supervised Semantic Segmentation of Airborne LiDAR Point Clouds in Hong Kong Urban Areas. JURSE (2023)
Aya Otahara, Hiroshi Hanaizumi
An Improved Method for Analyzing Three-Dimensional Human Walking. JURSE (2023)
Panagiotis Sismanidis, Benjamin Bechtel, Iphigenia Keramitsoglou, Zihan Liu, Wenfeng Zhan
The Intensity of Surface Urban Heat Islands in the Global North during the COVID-19 Lockdowns. JURSE (2023)
Job F. Rosier, Jasper van Vliet, Vita Bakker
Mapping intra-urban development trajectories in Nairobi, Kenya. JURSE (2023)
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
UCDFormer: Unsupervised Change Detection Using Real-time Transformers. JURSE (2023)
Sébastien Gadal, Mounir Oukhattar, Solomon Abody Otobo
Multi-temporal recognition of built-up area and land cover changes using machine learning approach in the Metropolis of Aix-Marseille-Provence in France. JURSE (2023)
Yikai Yao, Sarah Narges Fatholahi, Yiping Chen, Jonathan Li
Indoor LiDAR Point Clouds Upsampling for Object Detection Enhancement. JURSE (2023)
Mario J. Al Sayah, Didier Soto, Rachid Nedjai, Karim Selouane, Nicolas Ziv, Philippe Sohouenou
On the use of remote sensing and modeling techniques for urban heat detection, an operational study. JURSE (2023)
Monika Kuffer, Inas M. M. Ali, Asgad Gummah, Andre Da Silva Mano, Wafa Sakhi, Ibrahim Kushieb, Serkan Girgin, Nuha Eltiny, Julia Kumi, Mosub Abdallah, Maysoon Bad, Fatima Ahmed, Mustafa Hamza, Jon Wang, Taha Elzaki, Caroline Gevaert, Charlotte Flasse
IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty. JURSE (2023)
Dorothee Stiller, Thomas Stark, Verena Strobl, Maike Leupold, Michael Wurm, Hannes Taubenböck
Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time. JURSE (2023)
Zhiyuan Wang, Mattia Marconcini, Linh Hoang Khanh Nguyen, Tung Gia Pham, Felix Bachofer
Settlement Growth Prediction exploiting EO-based Time Series with the Spatio-Temporal Matrix Approach: a Case Study for the City of Hue, Vietnam. JURSE (2023)
Robbe Neyns, Kyriakos Efthymiadis, Pieter Libin, Frank Canters
Tree species mapping in the Brussels Capital Region using deep learning and data fusion. JURSE (2023)
Hiba Hamdi, Laure Roupioz, Thomas Corpetti, Xavier Briottet, Antoine Lefebvre
Evaluation of Urban Weather Generator for air temperature and urban heat islands simulation over Toulouse (France). JURSE (2023)
Ivana Hlavácová, Jan Kolomazník, Juraj Struhár, Erika Orlitová
InSAR Ground Motion Mapping in Support of Urban Resilience and Regional Landscape Planning. JURSE (2023)
Christian Bignami, Cristiano Tolomei, Stefano Salvi
The contribution of InSAR deformation time series for geohazard in urban environment for HARMONIA project. JURSE (2023)
Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images. JURSE (2023)
Sergio Vitale, Giampaolo Ferraioli, Wenyu Yang, Gilda Schirinzi, Vito Pascazio
A multi-objective deep learning based approach for SAR image reconstruction in urban environment. JURSE (2023)
Thomas Krauß, Susanne Weyand, Veronika Gstaiger, Franz Kurz, Alexandre Wiefels, Shuhai Yu
Parallel Acquisition of Airborne and Satellite Nighttime Datasets over Oldenburg. JURSE (2023)
Jonathan Prexl, Michael Schmitt
The Potential of Sentinel-2 Data for Global Building Footprint Mapping with High Temporal Resolution. JURSE (2023)
David Parastatidis, Nektarios Chrysoulakis
RSLab Global Land Surface Albedo product from MODIS. JURSE (2023)
Benjamin Palmaerts, Benjamin Beaumont, Dimitri Graur, Gèrard Swinnen, Eric Hallot
Oriented aircraft object detector using Scaled YOLOv4 on very high resolution satellite and synthetic datasets. JURSE (2023)
Katarzyna Goch, Martino Pesaresi, Christina Corbane, Panagiotis Politis, Thomas Kemper
Multiple regression model for estimating vertical characteristics of built-up areas at 100 m resolution from open and global Digital Elevation Models. JURSE (2023)
Sebastian Hafner, Yifang Ban, Andrea Nascetti
Investigating Imbalances Between SAR and Optical Utilization for Multi-Modal Urban Mapping. JURSE (2023)
Qingyu Li, Yao Sun, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
Semi-supervised segmentation of individual buildings from SAR imagery. JURSE (2023)
Alessandra Gandini, Daniel Navarro, Efren Feliu
Identification and mapping of areas and buildings with high roof greening potential. JURSE (2023)
Ilter Turkmenli, Koray Kayabol, Erchan Aptoula
A Smoothing Layer for SAR Image Semantic Segmentation with Fully Convolutional Networks. JURSE (2023)
Coraline Wyard, Hugo Fauvel, Benjamin Palmaerts, Benjamin Beaumont, Eric Hallot
From DL approach conception to operational product design : identifying roof materials for policy makers. JURSE (2023)
Alex Levering, Diego Marcos, Devis Tuia
Time Series Analysis of Urban Liveability. JURSE (2023)
Melika Ghobakhloo, Yun Zhang, Sasha Mullally
Preliminary Study of Urban Land Use Classification Using Historical Aerial Photos and AI Technology. JURSE (2023)
Julia Nerantzia Tzortzi, Maria Stella Lux, Rita Maria Cristina Musacchio, Carlo Andrea Castiglioni
Integrating Earth-Observation services to improve the resilience of Milan urban area towards Climate Change within HARMONIA project. JURSE (2023)