Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
2021 |
Change categorization in short-term SAR time series
Boldt, Markus; Cadario, Erich |
Konferenzbeitrag
|
2021 |
Enhancement of coherence images for coherent change detection
Hammer, Horst; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Thiele, Antje |
Konferenzbeitrag
|
2021 |
Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors
Schreiner, Simon; Culibrk, Dubravko; Bandecchi, Michele; Gross, Wolfgang; Middelmann, Wolfgang |
Zeitschriftenaufsatz
|
2021 |
Quantifying the impact of urban infill on the urban heat Island effect - a case study for an alternative medium density model
Helmholz, P.; Bulatov, Dimitri; Kottler, Benedikt; Burton, P.; Mancini, F.; May, M.; Stauß, E.; Hecht, Marko |
Konferenzbeitrag
|
2021 |
Detektion von Weizenähren mithilfe neuronaler Netze und synthetisch erzeugter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse |
Zeitschriftenaufsatz
|
2021 |
1D-convolutional autoencoder based hyperspectral data compression
Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
Detection of Building Damages in High Resolution SAR Images based on SAR Simulation
Kuny, Silvia |
Dissertation
|
2021 |
Instance segmentation of deadwood objects in combined optical and elevation data using convolutional neural networks
Bulatov, Dimitri; Leidinger, Felix |
Konferenzbeitrag
|
2021 |
On the visualization of positional precision
Meidow, Jochen |
Konferenzbeitrag
|
2021 |
Improving trajectory estimation using 3D city models and kinematic point clouds
Lucks, Lukas; Klingbeil, Lasse; Pluemer, Lutz; Dehbi, Youness |
Zeitschriftenaufsatz
|
2021 |
Concept to Analyze the Displacement Time Series of Individual Persistent Scatterers
Evers, Madeline; Thiele, Antje; Hammer, Horst; Cadario, Erich; Schulz, Karsten; Hinz, S. |
Konferenzbeitrag
|
2021 |
Evaluating different water-land-boundary approximations to improve SAR-derived digital elevation models
Schneider, B.; Wortmeyer, E.; Schmitz, Sylvia; Thiele, Antje; Havel, P.; Dirks, H. |
Konferenzbeitrag
|
2021 |
Evaluating uniform manifold approximation and projection for dimension reduction and visualization of PolInSAR features
Schmitz, Sylvia; Weidner, Uwe; Hammer, Horst; Thiele, Antje |
Konferenzbeitrag
|
2021 |
Impact of different compression rates for hyperspectral data compression based on a convolutional autoencoder
Küster, Jannick; Gross, Wolfgang; Heizmann, Michael; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
Identification of misclassified pixels in semantic segmentation with uncertainty evaluation
Budde, Lina E.; Bulatov, Dimitri; Iwaszczuk, Dorota |
Konferenzbeitrag
|
2021 |
Style transfer-based domain adaptation for vegetation segmentation with optical imagery
Schenkel, Fabian; Hinz, Stefan; Middelmann, Wolfgang |
Zeitschriftenaufsatz
|
2021 |
Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover
González Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
Detection of Mussel Beds using Airborne Polarimetric SAR Data
Schmitz, Sylvia; Wortmeyer, E.; Thiele, Antje; Dirks, H.; Wurpts, A. |
Konferenzbeitrag
|
2021 |
On the classifier performance for simulation based debris detection in SAR imagery
Kuny, Silvia; Hammer, Horst; Schulz, Karsten |
Konferenzbeitrag
|
2021 |
A multi-temporal hyperspectral target detection experiment. Evaluation of military setups
Gross, Wolfgang; Queck, Florian; Vögtli, Marius; Schreiner, Simon; Küster, Jannick; Böhler, Jonas; Mispelhorn, Jonas; Kneubühler, Mathias; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
DTM Extraction and building detection in DSMs having large holes
Mousa, Yousif; Bulatov, Dimitri; Abed, Fanar; Helmholz, Petra |
Konferenzbeitrag
|
2021 |
Extending StructureNet to generate physically feasible 3D shapes
Koch, Jannik; Haraké, Laura; Jung, Alisa; Dachsbacher, Carsten |
Konferenzbeitrag
|
2021 |
Self-supervised multi-task learning for semantic segmentation of urban scenes
González Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
Hyperspectral anomaly detection of hidden camouflage objects based on convolutional autoencoder
Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2021 |
Enhancing Coherence Images for Coherent Change Detection: An Example on Vehicle Tracks in Airborne SAR Images
Hammer, Horst; Kuny, Silvia; Thiele, Antje |
Zeitschriftenaufsatz
|
2020 |
Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification
Gross, Wolfgang; Bulatov, Dimitri; Schreiner, Simon; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Strategies for PS processing of large sentinel-1 datasets
Evers, Madeline; Hammer, Horst; Thiele, Antje; Schulz, Karsten |
Konferenzbeitrag
|
2020 |
An Approach to Near-lossless Hyperspectral Data Compression using Deep Autoencoder
Küster, Jannik; Groß, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Context-aware patch-based method for façade inpainting
Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang |
Konferenzbeitrag
|
2020 |
Hyperspectral Band Selection within a Deep Reinforcement Learning Framework
Michel, Andreas; Gross, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Selbstkalibrierung mobiler Multisensorsysteme mittelsgeometrischer 3D-Merkmale
Hillemann, Markus |
Dissertation
|
2020 |
DTM correction in areas of steep slopes
Häufel, Gisela; Böge, Melanie; Bulatov, Dimitri |
Konferenzbeitrag
|
2020 |
An unsupervised labeling approach for hyperspectral image classification
González Santiago, Jonathan; Schenkel, Fabian; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
From multi-sensor aerial data to thermal and infrared simulation of semantic 3D models: Towards identification of urban heat islands
Bulatov, Dimitri; Burkard, Eva; Ilehag, Rebecca; Kottler, Benedikt; Helmholz, Petra |
Zeitschriftenaufsatz
|
2020 |
Weizenährenerkennung mithilfe neuronaler Netze und synthetisch generierter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse |
Konferenzbeitrag
|
2020 |
Unsupervised hyperspectral classification based on similarity graphs
González Santiago, Jonathan; Schenkel, Fabian; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Superpoints in RANSAC planes: A new approach for ground surface extraction exemplified on point classification and context-aware reconstruction
Bulatov, Dimitri; Stütz, Dominik; Lucks, Lukas; Weinmann, Martin |
Konferenzbeitrag
|
2020 |
Towards detection of thermal anomalies in large urban areas using simulation
Burkard, Eva; Bulatov, Dimitri; Kottler, Benedikt |
Konferenzbeitrag
|
2020 |
Semi-automated tree-cadastre updating and tree classification based on high-resolution aerial RGB-imagery in Melville, Australia
Leidinger, Felix; Bulatov, Dimitri; Wernerus, Peter; Solbrig, Peter |
Konferenzbeitrag
|
2020 |
An approach to improve detection in scenes with varying object densities in remote sensing
Michel, Andreas; Mispelhorn, Jonas; Schenkel, Fabian; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks
Schenkel, Fabian; Middelmann, Wolfgang |
Konferenzbeitrag
|
2020 |
Incorporating interferometric coherence into LULC classification of airborne PolSAR-images using fully convolutional networks
Schmitz, Sylvia; Weinmann, Martin; Thiele, Antje |
Konferenzbeitrag
|
2020 |
Strategic optimization of convolutional neural networks for hyperspectral land cover classification
Bühler, C.; Schenkel, F.; Groß, W.; Schaab, G.; Middelmann, W. |
Konferenzbeitrag
|
2020 |
How to set up a dam monitoring system with PSInSAR and GPS
Evers, Madeline; Kyriou, A.; Thiele, Antje; Hammer, Horst; Nikolakopoulos, K.; Schulz, K. |
Konferenzbeitrag
|
2020 |
Automatic Generation of Training Data for Land Use and Land Cover Classification by Fusing Heterogeneous Data Sets
Schmitz, Sylvia; Weinmann, Martin; Weidner, Uwe; Hammer, Horst; Thiele, Antje |
Konferenzbeitrag
|
2020 |
A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results
Vögtli, M.; Schreiner, S.; Boehler, J.; Groß, W.; Küster, J.; Mispelhorn, J.; Hueni, A.; Middelmann, W.; Kneubuehler, M. |
Konferenzbeitrag
|
2020 |
Localization and Grading of Building Roof Damages in High-Resolution Aerial Images
Böge, Melanie; Bulatov, Dimitri; Lucks, Lukas |
Konferenzbeitrag
|
2020 |
Delineation and construction of 2D geometries by freehand drawing and geometric reasoning
Meidow, Jochen; Hammer, Horst; Lucks, Lukas |
Konferenzbeitrag
|
2019 |
Superpixel-wise Assessment of Building Damage from Aerial Images
Lucks, Lukas; Bulatov, Dimitri; Thönnessen, Ulrich; Böge, Melanie |
Konferenzbeitrag
|
2019 |
Building detection and regularisation using DSM and imagery information
Mousa, Y.A.; Helmholz, Petra; Belton, David; Bulatov, Dimitri |
Zeitschriftenaufsatz
|
2019 |
Improving GPS trajectories using 3D city models and kinematic point clouds
Dehbi, Y.; Lucks, Lukas; Behmann, J.; Klingbeil, L.; Plümer, L. |
Konferenzbeitrag
|
2019 |
Automatic Extrinsic Self-Calibration of Mobile Mapping Systems Based on Geometric 3D Features
Hillemann, Markus; Weinmann, Martin; Mueller, Markus S.; Jutzi, Boris |
Zeitschriftenaufsatz
|
2019 |
Dense point cloud generation of urban scenes from nadir RGB images in a remote sensing system
Schreyvogel, Nayeli S.; Mispelhorn, Jonas; Middelmann, Wolfgang |
Konferenzbeitrag
|
2019 |
Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks
Schenkel, Fabian; Middelmann, Wolfgang |
Konferenzbeitrag
|
2019 |
Draw and order - modeless interactive acquisition of outlines
Meidow, Jochen; Lucks, Lukas |
Konferenzbeitrag
|
2019 |
A comparative study of coherence estimators for interferometric SAR image coregistration and coherent change detection
Hammer, Horst; Thiele, Antje; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Schulz, Karsten |
Konferenzbeitrag
|
2019 |
Alignment of Building Footprints Using Quasi-Nadir Aerial Photography
Bulatov, Dimitri |
Konferenzbeitrag
|
2019 |
Land Cover Classification in Combined Elevation and Optical Images Supported by OSM Data, Mixed-level Features, and Non-local Optimization Algorithms
Bulatov, Dimitri; Häufel, Gisela; Lucks, Lukas; Pohl, Melanie |
Zeitschriftenaufsatz
|
2019 |
Satellite remote sensing of chlorophyll and Secchi depth for monitoring lake water quality: A validation study
Karle, Nathalie; Wolf, Thomas; Heege, Thomas; Schenk, Karin; Klinger, Philip; Schulz, Karsten |
Konferenzbeitrag
|
2019 |
Fusion von Kameradaten und Laserscanner-Daten für mobile Anwendungen
Meidow, Jochen; Weinmann, Martin; Jutzi, Boris |
Aufsatz in Buch
|
2019 |
Application of Nonlinear Feature Normalization on Combined Hyperspectral and Lidar Data
Gross, Wolfgang; Bulatov, Dimitri; Solbrig, Peter |
Konferenzbeitrag
|
2019 |
A study on recent ground deformation near Patras, Greece
Evers, Madeline; Kyriou, Aggeliki; Schulz, Karsten; Nikolakopoulos, Konstantinos |
Konferenzbeitrag
|
2019 |
Impact of different trajectories on extrinsic self-calibration for vehicle-based mobile laser scanning systems
Hillemann, Markus; Meidow, Jochen; Jutzi, Boris |
Konferenzbeitrag
|
2019 |
Fundamental Research on Convolutional Neural Network Architectures for Extracting Spectral Features from Hyperspectral Data - An Approach of Adapting Pre-trained Models
Bühler, Carina |
Master Thesis
|
2019 |
Ship detection and classification with terrestrial hyperspectral data based on convolutional neural networks
Schenkel, Fabian; Wohnhas, Benjamin; Gross, Wolfgang; Schreiner, Simon; Bagov, Ilia; Middelmann, Wolfgang |
Konferenzbeitrag
|
2019 |
Practical approach for synthetic aperture radar change analysis in urban environments
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Meyer, Franz J.; Hinz, Stefan |
Zeitschriftenaufsatz
|
2019 |
Towards change analysis in sequences of SAR sub-aperture images
Boldt, Markus; Cadario, Erich |
Konferenzbeitrag
|
2019 |
Statistical analysis of airborne imagery combined with GIS information for training data generation
Häufel, Gisela; Bulatov, Dimitri; Helmholz, Petra |
Konferenzbeitrag
|
2019 |
Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects
Gross, Wolfgang; Tuia, Devis; Soergel, Uwe; Middelmann, Wolfgang |
Zeitschriftenaufsatz
|
2019 |
Simultaneous Chain-Forming and Generalization of Road Networks
Wenzel, Susanne; Bulatov, Dimitri |
Zeitschriftenaufsatz
|
2019 |
Nonlinear Feature Normalization for Hyperspectral Feature Transfer
Groß, Wolfgang Johannes |
Dissertation
|
2019 |
Physically-based thermal simulation of large scenes for infrared imaging
Kottler, Benedikt; Burkard, Eva; Bulatov, Dimitri; Haraké, Laura |
Konferenzbeitrag
|
2018 |
Änderungsanalyse in Zeitreihen hochaufgelöster SAR-Satellitenbilder
Boldt, Markus |
Dissertation
|
2018 |
Machine learning methods for remote sensing applications: An overview
Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe |
Konferenzbeitrag
|
2018 |
Towards fast 3D reconstruction of urban areas from aerial nadir images for a near real-time remote sensing system
Espinosa, Nayeli; Lenz, Andreas; Gross, Wolfgang; Middelmann, Wolfgang |
Konferenzbeitrag
|
2018 |
On the classification of high activity objects
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Hinz, Stefan |
Konferenzbeitrag
|
2018 |
Change detection in sequences of SAR sub-aperture images
Boldt, Markus; Cadario, Erich |
Konferenzbeitrag
|
2018 |
Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe |
Zeitschriftenaufsatz
|
2018 |
Obtaining as-built models of manufacturing plants from point clouds
Meidow, Jochen; Usländer, Thomas; Schulz, Karsten |
Zeitschriftenaufsatz
|
2018 |
On the categorization of high activity objects using differential attribute profiles
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Hinz, Stefan |
Konferenzbeitrag
|
2018 |
Urban change detection in TanDEM-X interferograms
Welte, Amelie; Hammer, Horst; Thiele, Antje; Hinz, Stefan |
Konferenzbeitrag
|
2018 |
Object-based detection of vehicles using combined optical and elevation data
Schilling, Hendrik; Bulatov, Dimitri; Middelmann, Wolfgang |
Zeitschriftenaufsatz
|
2018 |
Towards physically based material appearance in the thermal infrared spectrum: A short survey
Haraké, Laura; Burkard, E. |
Konferenzbeitrag
|
2018 |
Improving linear classification using semi-supervised invertible manifold alignment
Gross, Wolfgang; Espinosa, Nayeli; Becker, Merlin; Schreiner, Simon; Middelmann, Wolfgang |
Konferenzbeitrag
|
2018 |
Klassifikation von Fahrzeugen aus RGB- und LiDAR-Daten mit Convolutional Neural Networks
Niessner, Robin; Schilling, Hendrik; Hinz, Stefan; Jutzi, Boris |
Konferenzbeitrag
|
2018 |
Evaluation of CNNs for land cover classification in high-resolution airborne images
Häufel, Gisela; Lucks, Lukas; Pohl, Melanie; Bulatov, Dimitri; Schilling, Hendrik |
Konferenzbeitrag
|
2018 |
On the classification of passenger cars in airborne SAR images using simulated training data and a convolutional neural network
Hammer, Horst; Hoffmann, Klaus; Schulz, Karsten |
Konferenzbeitrag
|
2018 |
InSAR deformation analysis with distributed scatterers: A review complemented by new advances
Even, Markus; Schulz, Karsten |
Zeitschriftenaufsatz
|
2018 |
Geometric reasoning with uncertain polygonal faces
Meidow, Jochen; Förstner, Wolfgang |
Zeitschriftenaufsatz
|
2018 |
Generation of training examples using OSM data applied for remote sensed landcover classification
Häufel, Gisela; Bulatov, Dimitri; Pohl, Melanie; Lucks, Lukas |
Konferenzbeitrag
|
2018 |
Improving the efficiency of land cover classification by combining segmentation, hierarchical clustering, and active learning
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe |
Zeitschriftenaufsatz
|
2018 |
Classification and representation of commonly used roofing materials using multisensorial aerial data
Ilehag, R.; Bulatov, Dimitri; Helmholtz, P.; Belton, D. |
Konferenzbeitrag
|
2018 |
Real-time texturing and visualization of a 2.5D terrain model from live LiDAR and RGB data streaming in a remote sensing workflow
Mispelhorn, Jonas; Becker, Merlin; Middelmann, Wolfgang |
Konferenzbeitrag
|
2018 |
Reconnaissance of coastal areas using simulated EnMAP data in an ERDAS IMAGINE environment
Becker, Merlin; Schreiner, Simon; Auer, Stefan; Cerra, Daniele; Gege, Peter; Bachmann, Martin; Roitzsch, Andreas; Mitschke, Uwe; Middelmann, Wolfgang |
Konferenzbeitrag
|
2018 |
HERACLES: EU-backed multinational project on cultural heritage preservation
Bulatov, Dimitri; Lucks, Lukas; Mossgraber, Jürgen; Pohl, Melanie; Solbrig, Peter; Murchio, Gabriele; Padeletti, Giuseppina |
Konferenzbeitrag
|
2018 |
Study on phenological changes in TerraSAR-X time series
Kuny, Silvia; Ihrig, Ramona; Boldt, Markus; Thiele, Antje |
Konferenzbeitrag
|
2017 |
Analysis of phenological changes of high vegetation in amplitude images of SAR time series
Ihrig, Ramona; Kuny, Silvia; Thiele, Antje; Hinz, Stefan |
Konferenzbeitrag
|
2017 |
Representing shapes of 2D point sets by straight outlines
Feldmann, Dirk; Pohl, Melanie |
Konferenzbeitrag
|
2017 |
3D building reconstruction in a remote sensing workflow
Becker, Merlin; Espinosa, Nayeli S.; Middelmann, Wolfgang; Runkel, Irmgard |
Konferenzbeitrag
|
2017 |
Improving active queries with a local segmentation step and application to land cover classification
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe |
Konferenzbeitrag
|