An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing |
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Bevölkerungsabschätzung anhand von Erdbeobachtungsdaten |
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Building segmentation through a gated graph convolutional neural network with deep structured feature embedding |
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Deep Learning for Aerial Scene Understanding in High Resolution Remote Sensing Imagery from the Lab to the Wild |
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Deep Learning for Building Footprint Generation from Optical Imagery |
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Deep Learning for Cloud Removal in Spaceborne Earth Observation |
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Deep learning for the eart sciences : a comprehensive approach to remote sensing, climate science, and geosciences |
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Deep Learning for Time-Series Analysis of Optical Satellite Imagery |
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Deep Learning für das Verständnis von Luftaufnahmen in hochauflösenden Fernerkundungsbildern vom Labor bis in die Wildnis |
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Deep Learning für die Erstellung von Gebäudegrundriss Karten von Optical Imagery |
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Deep Learning in Synthetic Aperture Radar Tomographic Inversion |
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Deep Saliency Smoothing Hashing for Drone Image Retrieval |
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Extracting glacier calving fronts by deep learning: the benefit of multi-spectral, topographic and textural input features |
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Feasibility studies for the identification of plastics on land surfaces and their functional assignment using optical remote sensing |
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Großflächige Rekonstruktion von Gebäudemodellen der Detailierungsstufe 1 (LoD1) aus einem einzelnen SAR-Bild |
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InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration |
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Interpretation of Structures in Polar Regions with Deep Learning Methods |
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Large-scale LoD1 building model reconstruction from a single SAR image |
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Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification |
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Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction |
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Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network |
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Machbarkeitsstudien zur Identifizierung von Kunststoffen auf Landoberflächen und deren funktionale Zuordnung mittels optischer Fernerkundung |
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Machinelles Lernen zur Wolkenentfernung in der satellitengestützten Erdbeobachtung |
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MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data |
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Modern signal processing concepts for remote sensing |
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MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images |
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Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification |
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Nonlocal Compressive Sensing-Based SAR Tomography |
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Population estimation utilizing Earth Observation data |
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Predicting Building Functions by Fusing Social Media and Remote Sensing Data |
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Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification |
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SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data |
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So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets] |
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Tomographische Inversion sehr hoch aufgelöster SAR-Daten für die Beobachtung urbaner Infrastruktur |
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Towards automatic SAR-optical stereogrammetry over urban areas using very high resolution imagery. |
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Very high resolution tomographic SAR inversion for urban infrastructure monitoring a sparse and nonlinear tour |
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Vorhersage von Gebäudefunktionen durch die Fusion von Social Media und Fernerkundungsdaten |
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Zeitreihenanalyse Optischer Satellitenbilder mit Künstlicher Intelligenz |
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