11 |
Hannes Taubenböck (German Aerospace Center (DLR)), Lifeng Shi (China University of Mining and Technology), Tobias Leichtle (German Aerospace Center (DLR)), Shihong Du (Institute of Remote Sensing and GIS, Peking University) and Michael Wurm (German Aerospace Center (DLR)) |
The ‘ghost city’ phenomenon in China: mapping and categorization at intra-urban scale |
13 |
Flavio Marzialetti (Molise University, Envix Lab, Department of Bioscience and Territory), Maria Laura Carranza (Molise University), Antonietta Sorriso (University of Pavia) and Paolo Gamba (University of Pavia) |
Comparing SAR X and L bands to map the urban extent in a metropolis of South America. The potential of multitemporal data. |
20 |
Katrin Krzepek (Technical University of Darmstadt), Michael Rudolf (Technical University of Darmstadt), Benjamin Homuth (Hessian Agency for Nature Conservation, Environment and Geology), Andreas Henk (Technical University of Darmstadt) and Dorota Iwaszczuk (Technical University of Darmstadt) |
Raster Representation of Ground Motion Service Data and Automated Hot-Spot Detection |
22 |
Alessandra Gandini (TECNALIA), Daniel Navarro (TECNALIA) and Efren Feliu (TECNALIA) |
Identification and mapping of areas and buildings with high roof greening potential |
26 |
Fan Fan (Technical University of Munich), Yilei Shi (Technical University of Munich) and Xiao Xiang Zhu (Technical University of Munich) |
Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network |
36 |
Yikai Yao (University of Waterloo), Sarah Fatholahi (University of Waterloo), Yiping Chen (Sun Yat-sen University) and Jonathan Li (University of Waterloo) |
Indoor LiDAR Point Clouds Upsampling for Object Detection Enhancement |
38 |
Chahine-Nicolas Zede (University of Applied Sciences Western Switzerland) and Adrien Gressin (University of Applied Sciences Western Switzerland) |
Geolocation of a panoramic camera by reference pairing |
40 |
Sasha Mullally (University of New Brunswick), Yun Zhang (University of New Brunswick), David Fraser (University of New Brunswick), William (Weilong) Liu (University of New Brunswick), Toni MacRae (University of New Brunswick) and Sean Cox (University of New Brunswick) |
Development of a Deep Urban Time Series Using Historical Aerial Photos to Document the Evolution of Recreational Urban Spaces |
41 |
Benjamin Palmaerts (Institut Scientifique de Service Public (ISSeP)), Benjamin Beaumont (Institut Scientifique de Service Public (ISSeP)), Dimitri Graur (Institut Scientifique de Service Public (ISSeP)), Gérard Swinnen (Institut Scientifique de Service Public (ISSeP)) and Eric Hallot (Institut Scientifique de Service Public (ISSeP)) |
Oriented aircraft object detector using YOLOv4 on very high resolution satellite and synthetic datasets |
42 |
Coraline Wyard (Institut Scientifique de Service Public (ISSeP)), Hugo Fauvel (ENSTA Bretagne), Benjamin Palmaerts (Institut Scientifique de Service Public (ISSeP)), Benjamin Beaumont (Institut Scientifique de Service Public (ISSeP)) and Eric Hallot (Institut Scientifique de Service Public (ISSeP)) |
From DL approach conception to operational product design : identifying roof materials for policy makers |
48 |
Johannes Mast (German Aerospace Center (DLR)), Marta Sapena (German Aerospace Center (DLR)), Christian Geiß (German Aerospace Center (DLR)) and Hannes Taubenböck (German Aerospace Center (DLR)) |
Linking remote sensing data and online engagement in flood events in Nigeria |
51 |
Andreas Braun (University of Tübingen), Oliver Assmann (AT Verband), Gebhard Warth (University of Tübingen), Christian Khouri ( University of Tübingen), Michael Schultz (University of Tübingen) and Volker Hochschild (University of Tübingen) |
Urban structures retrieved by satellite imagery correlate with socio-economic household data. Insights from the City of Kigali, Rwanda |
54 |
Friedemann Roy (International Finance Corporation) |
Climate change will exacerbate demographic challenges for urban planners |
55 |
Yajin Xu (German Aerospace Center), Philipp Schuegraf (German Aerospace Center) and Ksenia Bittner (German Aerospace Center) |
Vertex Aided Building Polygonization from Satellite Imagery Applying Deep Learning |
59 |
Yue Zeng (Technical University of Munich), Jianhua Guo (Technical University of Munich) and Xiao Xiang Zhu (Technical University of Munich) |
Spatial-Temporal Analysis of Urban Green Space and the Impact on Land Surface Temperature of Beijing, China |
62 |
Dorothee Stiller (German Aerospace Center (DLR)), Thomas Stark (German Aerospace Center (DLR)), Verena Strobl (German Aerospace Center (DLR)), Maike Leupold (Federal Statistical Office Germany (Destatis)), Michael Wurm (German Aerospace Center (DLR)) and Hannes Taubenböck (German Aerospace Center (DLR)) |
Efficiency of CNNs for Building Extraction: Comparative Analysis of Performance and Time |
64 |
Xiangyu Zhuo (German Aerospace Center), Jiaojiao Tian (German Aerospace Center) and Karl-Heinz Häfele (Karlsruhe Institute of Technology) |
Direct Window-to-Wall Ratio Prediction Using Deep Learning Approaches |
87 |
Michael Foumelis (Aristotle University of Thessaloniki (AUTh)), Jose Manuel Delgado Blasco (Universidad de Jaén), Elena Papageorgiou (Aristotle University of Thessaloniki (AUTh)), Fabrizio Pacini (Terradue s.r.l.) and Philippe Bally (European Space Agency) |
Nationwide Monitoring of Urban Surface Motion in Greece using GEP SNAPPING Online Service |
120 |
David Parastatidis (Foundation for Research and Technology - Hellas (FORTH)) and Nektarios Chrysoulakis (Foundation for Research and Technology - Hellas (FORTH)) |
RSLab Global Land Surface Albedo from MODIS |