57 citations
- Technical University of MunichDE10 papers
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE4 papers
- European Southern ObservatoryCL3 papers
- Ghent UniversityBE3 papers
- Heidelberg UniversityDE3 papers
- Max Planck Institute for AstronomyDE3 papers
- The Ohio State UniversityUS3 papers
- University of BonnDE3 papers
- Australian National UniversityAU2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Laboratoire d’Etudes du Rayonnement et de la Matière en Astrophysique et AtmosphèresFR2 papers
- Liverpool John Moores UniversityGB2 papers
4 papers · 1 filter
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images
Yuansheng Hua, Lichao Mou, Pu Jin +1
Aerial scene recognition is a fundamental research problem in interpreting high-resolution aerial imagery. Over the past few years, most studies focus on classifying an image into…
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification
Chunping Qiu, Lukas Liebel, Lloyd H. Hughes +3
Human Settlement Extent (HSE) and Local Climate Zone (LCZ) maps are both essential sources, e.g., for sustainable urban development and Urban Heat Island (UHI) studies. Remote sens…
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification
Lukas Liebel, Marco Körner
We introduce MultiDepth, a novel training strategy and convolutional neural network (CNN) architecture that allows approaching single-image depth estimation (SIDE) as a multi-task…
Towards Multi-class Object Detection in Unconstrained Remote Sensing Imagery
Seyed Majid Azimi, Eleonora Vig, Reza Bahmanyar +2
Automatic multi-class object detection in remote sensing images in unconstrained scenarios is of high interest for several applications including traffic monitoring and disaster ma…