Publications

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2021 On the classifier performance for simulation based debris detection in SAR imagery
Kuny, Silvia; Hammer, Horst; Schulz, Karsten
Konferenzbeitrag
Conference Paper
2021 DTM Extraction and building detection in DSMs having large holes
Mousa, Yousif; Bulatov, Dimitri; Abed, Fanar; Helmholz, Petra
Konferenzbeitrag
Conference Paper
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
Conference Paper
2021 Extending StructureNet to generate physically feasible 3D shapes
Koch, Jannik; Haraké, Laura; Jung, Alisa; Dachsbacher, Carsten
Konferenzbeitrag
Conference Paper
2021 Identification of misclassified pixels in semantic segmentation with uncertainty evaluation
Budde, Lina E.; Bulatov, Dimitri; Iwaszczuk, Dorota
Konferenzbeitrag
Conference Paper
2021 Style transfer-based domain adaptation for vegetation segmentation with optical imagery
Schenkel, Fabian; Hinz, Stefan; Middelmann, Wolfgang
Zeitschriftenaufsatz
Journal Article
2021 Change categorization in short-term SAR time series
Boldt, Markus; Cadario, Erich
Konferenzbeitrag
Conference Paper
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
Conference Paper
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
Conference Paper
2021 Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors
Schreiner, Simon; Culibrk, Dubravko; Bandecchi, Michele; Gross, Wolfgang; Middelmann, Wolfgang
Zeitschriftenaufsatz
Journal Article
2021 Impact of different compression rates for hyperspectral data compression based on a convolutional autoencoder
Küster, Jannick; Gross, Wolfgang; Heizmann, Michael; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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
Conference Paper
2021 Evaluating uniform manifold approximation and projection for dimension reduction and visualization of PolInSAR features
Schmitz, Sylvia; Weidner, Uwe; Hammer, Horst; Thiele, Antje
Konferenzbeitrag
Conference Paper
2021 Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover
González Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2021 Detection of Mussel Beds using Airborne Polarimetric SAR Data
Schmitz, Sylvia; Wortmeyer, E.; Thiele, Antje; Dirks, H.; Wurpts, A.
Konferenzbeitrag
Conference Paper
2021 Enhancing Coherence Images for Coherent Change Detection: An Example on Vehicle Tracks in Airborne SAR Images
Hammer, Horst; Kuny, Silvia; Thiele, Antje
Zeitschriftenaufsatz
Journal Article
2021 Detektion von Weizenähren mithilfe neuronaler Netze und synthetisch erzeugter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse
Zeitschriftenaufsatz
Journal Article
2021 Enhancement of coherence images for coherent change detection
Hammer, Horst; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Thiele, Antje
Konferenzbeitrag
Conference Paper
2021 Detection of Building Damages in High Resolution SAR Images based on SAR Simulation
Kuny, Silvia
Dissertation
Doctoral Thesis
2021 1D-convolutional autoencoder based hyperspectral data compression
Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2021 Instance segmentation of deadwood objects in combined optical and elevation data using convolutional neural networks
Bulatov, Dimitri; Leidinger, Felix
Konferenzbeitrag
Conference Paper
2021 Improving trajectory estimation using 3D city models and kinematic point clouds
Lucks, Lukas; Klingbeil, Lasse; Pluemer, Lutz; Dehbi, Youness
Zeitschriftenaufsatz
Journal Article
2021 On the visualization of positional precision
Meidow, Jochen
Konferenzbeitrag
Conference Paper
2021 Self-supervised multi-task learning for semantic segmentation of urban scenes
González Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2021 Hyperspectral anomaly detection of hidden camouflage objects based on convolutional autoencoder
Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2020 Towards detection of thermal anomalies in large urban areas using simulation
Burkard, Eva; Bulatov, Dimitri; Kottler, Benedikt
Konferenzbeitrag
Conference Paper
2020 Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks
Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2020 Context-aware patch-based method for façade inpainting
Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang
Konferenzbeitrag
Conference Paper
2020 Localization and Grading of Building Roof Damages in High-Resolution Aerial Images
Böge, Melanie; Bulatov, Dimitri; Lucks, Lukas
Konferenzbeitrag
Conference Paper
2020 Strategic optimization of convolutional neural networks for hyperspectral land cover classification
Bühler, C.; Schenkel, F.; Groß, W.; Schaab, G.; Middelmann, W.
Konferenzbeitrag
Conference Paper
2020 Incorporating interferometric coherence into LULC classification of airborne PolSAR-images using fully convolutional networks
Schmitz, Sylvia; Weinmann, Martin; Thiele, Antje
Konferenzbeitrag
Conference Paper
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
Conference Paper
2020 An unsupervised labeling approach for hyperspectral image classification
González Santiago, Jonathan; Schenkel, Fabian; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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
Journal Article
2020 Selbstkalibrierung mobiler Multisensorsysteme mittelsgeometrischer 3D-Merkmale
Hillemann, Markus
Dissertation
Doctoral Thesis
2020 Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification
Gross, Wolfgang; Bulatov, Dimitri; Schreiner, Simon; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2020 DTM correction in areas of steep slopes
Häufel, Gisela; Böge, Melanie; Bulatov, Dimitri
Konferenzbeitrag
Conference Paper
2020 Hyperspectral Band Selection within a Deep Reinforcement Learning Framework
Michel, Andreas; Gross, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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
Conference Paper
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
Conference Paper
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
Conference Paper
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
Conference Paper
2020 Strategies for PS processing of large sentinel-1 datasets
Evers, Madeline; Hammer, Horst; Thiele, Antje; Schulz, Karsten
Konferenzbeitrag
Conference Paper
2020 An Approach to Near-lossless Hyperspectral Data Compression using Deep Autoencoder
Küster, Jannik; Groß, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2020 Weizenährenerkennung mithilfe neuronaler Netze und synthetisch generierter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse
Konferenzbeitrag
Conference Paper
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
Conference Paper
2020 Unsupervised hyperspectral classification based on similarity graphs
González Santiago, Jonathan; Schenkel, Fabian; Gross, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2020 Delineation and construction of 2D geometries by freehand drawing and geometric reasoning
Meidow, Jochen; Hammer, Horst; Lucks, Lukas
Konferenzbeitrag
Conference Paper
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 Impact of different trajectories on extrinsic self-calibration for vehicle-based mobile laser scanning systems
Hillemann, Markus; Meidow, Jochen; Jutzi, Boris
Konferenzbeitrag
Conference Paper
2019 Application of Nonlinear Feature Normalization on Combined Hyperspectral and Lidar Data
Gross, Wolfgang; Bulatov, Dimitri; Solbrig, Peter
Konferenzbeitrag
Conference Paper
2019 Simultaneous Chain-Forming and Generalization of Road Networks
Wenzel, Susanne; Bulatov, Dimitri
Zeitschriftenaufsatz
Journal Article
2019 Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects
Gross, Wolfgang; Tuia, Devis; Soergel, Uwe; Middelmann, Wolfgang
Zeitschriftenaufsatz
Journal Article
2019 Physically-based thermal simulation of large scenes for infrared imaging
Kottler, Benedikt; Burkard, Eva; Bulatov, Dimitri; Haraké, Laura
Konferenzbeitrag
Conference Paper
2019 A study on recent ground deformation near Patras, Greece
Evers, Madeline; Kyriou, Aggeliki; Schulz, Karsten; Nikolakopoulos, Konstantinos
Konferenzbeitrag
Conference Paper
2019 Nonlinear Feature Normalization for Hyperspectral Feature Transfer
Groß, Wolfgang Johannes
Dissertation
Doctoral Thesis
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
Conference Paper
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
Conference Paper
2019 Automatic Extrinsic Self-Calibration of Mobile Mapping Systems Based on Geometric 3D Features
Hillemann, Markus; Weinmann, Martin; Mueller, Markus S.; Jutzi, Boris
Zeitschriftenaufsatz
Journal Article
2019 Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks
Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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
Conference Paper
2019 Practical approach for synthetic aperture radar change analysis in urban environments
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Meyer, Franz J.; Hinz, Stefan
Zeitschriftenaufsatz
Journal Article
2019 Statistical analysis of airborne imagery combined with GIS information for training data generation
Häufel, Gisela; Bulatov, Dimitri; Helmholz, Petra
Konferenzbeitrag
Conference Paper
2019 Towards change analysis in sequences of SAR sub-aperture images
Boldt, Markus; Cadario, Erich
Konferenzbeitrag
Conference Paper
2019 Superpixel-wise Assessment of Building Damage from Aerial Images
Lucks, Lukas; Bulatov, Dimitri; Thönnessen, Ulrich; Böge, Melanie
Konferenzbeitrag
Conference Paper
2019 Draw and order - modeless interactive acquisition of outlines
Meidow, Jochen; Lucks, Lukas
Konferenzbeitrag
Conference Paper
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
Conference Paper
2019 Building detection and regularisation using DSM and imagery information
Mousa, Y.A.; Helmholz, Petra; Belton, David; Bulatov, Dimitri
Zeitschriftenaufsatz
Journal Article
2019 Improving GPS trajectories using 3D city models and kinematic point clouds
Dehbi, Y.; Lucks, Lukas; Behmann, J.; Klingbeil, L.; Plümer, L.
Konferenzbeitrag
Conference Paper
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
Journal Article
2019 Alignment of Building Footprints Using Quasi-Nadir Aerial Photography
Bulatov, Dimitri
Konferenzbeitrag
Conference Paper
2019 Fusion von Kameradaten und Laserscanner-Daten für mobile Anwendungen
Meidow, Jochen; Weinmann, Martin; Jutzi, Boris
Aufsatz in Buch
Book Article
2018 Generation of training examples using OSM data applied for remote sensed landcover classification
Häufel, Gisela; Bulatov, Dimitri; Pohl, Melanie; Lucks, Lukas
Konferenzbeitrag
Conference Paper
2018 Study on phenological changes in TerraSAR-X time series
Kuny, Silvia; Ihrig, Ramona; Boldt, Markus; Thiele, Antje
Konferenzbeitrag
Conference Paper
2018 Geometric reasoning with uncertain polygonal faces
Meidow, Jochen; Förstner, Wolfgang
Zeitschriftenaufsatz
Journal Article
2018 Classification and representation of commonly used roofing materials using multisensorial aerial data
Ilehag, R.; Bulatov, Dimitri; Helmholtz, P.; Belton, D.
Konferenzbeitrag
Conference Paper
2018 Improving the efficiency of land cover classification by combining segmentation, hierarchical clustering, and active learning
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
Zeitschriftenaufsatz
Journal Article
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
Conference Paper
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
Conference Paper
2018 Obtaining as-built models of manufacturing plants from point clouds
Meidow, Jochen; Usländer, Thomas; Schulz, Karsten
Zeitschriftenaufsatz
Journal Article
2018 On the categorization of high activity objects using differential attribute profiles
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2018 Urban change detection in TanDEM-X interferograms
Welte, Amelie; Hammer, Horst; Thiele, Antje; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2018 Towards physically based material appearance in the thermal infrared spectrum: A short survey
Haraké, Laura; Burkard, E.
Konferenzbeitrag
Conference Paper
2018 Object-based detection of vehicles using combined optical and elevation data
Schilling, Hendrik; Bulatov, Dimitri; Middelmann, Wolfgang
Zeitschriftenaufsatz
Journal Article
2018 InSAR deformation analysis with distributed scatterers: A review complemented by new advances
Even, Markus; Schulz, Karsten
Zeitschriftenaufsatz
Journal Article
2018 Machine learning methods for remote sensing applications: An overview
Schulz, Karsten; Hänsch, Ronny; Sörgel, Uwe
Konferenzbeitrag
Conference Paper
2018 Änderungsanalyse in Zeitreihen hochaufgelöster SAR-Satellitenbilder
Boldt, Markus
Dissertation
Doctoral Thesis
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
Conference Paper
2018 Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe
Zeitschriftenaufsatz
Journal Article
2018 On the classification of high activity objects
Boldt, Markus; Thiele, Antje; Schulz, Karsten; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2018 Change detection in sequences of SAR sub-aperture images
Boldt, Markus; Cadario, Erich
Konferenzbeitrag
Conference Paper
2018 Klassifikation von Fahrzeugen aus RGB- und LiDAR-Daten mit Convolutional Neural Networks
Niessner, Robin; Schilling, Hendrik; Hinz, Stefan; Jutzi, Boris
Konferenzbeitrag
Conference Paper
2018 Improving linear classification using semi-supervised invertible manifold alignment
Gross, Wolfgang; Espinosa, Nayeli; Becker, Merlin; Schreiner, Simon; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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
Conference Paper
2018 Evaluation of CNNs for land cover classification in high-resolution airborne images
Häufel, Gisela; Lucks, Lukas; Pohl, Melanie; Bulatov, Dimitri; Schilling, Hendrik
Konferenzbeitrag
Conference Paper
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
Conference Paper
2017 Improving active queries with a local segmentation step and application to land cover classification
Wuttke, Sebastian; Middelmann, Wolfgang; Stilla, Uwe
Konferenzbeitrag
Conference Paper
2017 Simulation-based signature analysis of fuel storage tanks in high-resolution SAR images
Hammer, Horst; Kuny, Silvia; Schulz, Karsten
Zeitschriftenaufsatz
Journal Article
2017 Chain-wise generalization of road networks using model selection
Bulatov, Dimitri; Wenzel, Susanne; Häufel, Gisela; Meidow, Jochen
Konferenzbeitrag
Conference Paper
2017 SAR-SIFT for matching multiple SAR images and radargrammetry
Dubois, Clémence; Nascetti, Andrea; Thiele, Antje; Crespi, Mattia; Hinz, Stefan
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica