Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB

Publikationen

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
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