Publikationen der Abteilung Szenenanalyse (SZA)

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2023	Geometric reasoning for the freehand-drawn delineation of 2D geometries Meidow, Jochen	Zeitschriftenaufsatz Journal Article
2023	Monocular In-flight Measurement of Airfoil Deflections Meidow, Jochen; Pfingsten, Kai-Christoph	Zeitschriftenaufsatz Journal Article
2022	Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data Küster, Jannick; Groß, Wolfgang; Schreiner, Simon; Heizmann, Michael; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	Geospecific terrain databases for military simulation environments Frommholz, Dirk; Frido Kuijper, Frido; Bulatov, Dimitri; Cheung, Desmond	Konferenzbeitrag Conference Paper
2022	Improving Car Detection from Aerial Footage with Elevation Information and Markov Random Fields Qiu, Kevin; Bulatov, Dimitri; Lucks, Lukas	Konferenzbeitrag Conference Paper
2022	Experimental airborne multisensor system enabling data fusion for real-time remote sensing Lenz, Andreas; Groß, Wolfgang; Schulz, Karsten	Vortrag Presentation
2022	Towards the CNN-based detection of disturbing objects in multi-channel GPR data Karle, Nathalie; Boldt, Markus; Schmitz, Sylvia; Thiele, Antje	Konferenzbeitrag Conference Paper
2022	Investigating the influence of hyperspectral data compression on spectral unmixing Küster, Jannick; Anastasiadis, Johannes; Middelmann, Wolfgang; Heizmann, Michael	Konferenzbeitrag Conference Paper
2022	The Filling Process of an Embankment Dam Monitored with PSI Evers, Madeline; Thiele, Antje; Hammer, Horst; Hinz, S.	Konferenzbeitrag Conference Paper
2022	CNN Based Vehicle Track Detection in Coherent SAR Imagery: An Analysis of Data Augmentation Kuny, Silvia; Hammer, Horst; Thiele, Antje	Konferenzbeitrag Conference Paper
2022	ARM-NMS: Shape Based Non-Maximum Suppression For Instance Segmentation in Large Scale Imagery Michel, Andreas; Groß, Wolfgang; Hinz, S.; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	A multi-temporal hyperspectral camouflage detection and transparency experiment Groß, Wolfgang; Queck, Florian; Schreiner, Simon; Vögtli, Marius; Küster, Jannick; Mispelhorn, Jonas; Kneubühler, Mathias; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	Class-aware Object Counting Michel, Andreas; Groß, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	Multi-Frequency PolInSAR Data are Advantageous for Land Cover Classification - A Visual and Quantitative Analysis Schmitz, Sylvia; Hammer, Horst; Thiele, Antje	Konferenzbeitrag Conference Paper
2022	Exploring fusion techniques in U-Net and DeepLab V3 architectures for multi-modal land cover classification Qiu, Kevin; Budde, Lina E.; Bulatov, Dimitri; Iwaszczuk, Dorota	Konferenzbeitrag Conference Paper
2022	Evaluation of the NEON dataset for the automatic detection of treetops and delineation of tree crowns in American and German mixed forests Palka, Jessica; Lenz, Andreas; Middelmann, Wolfgang; Weinmann, Martin	Konferenzbeitrag Conference Paper
2022	Assessing Geo-Typical Techniques for Modeling Buildings using Thermal Simulations Bulatov, Dimitri; Kottler, Benedikt; Strauß, Eva; Häufel, Gisela; May, Marie; Helmholz, Petra; Mancini, Francesco	Konferenzbeitrag Conference Paper
2022	3GAN: A Three-GAN-based Approach for Image Inpainting Applied to the Reconstruction of Occluded Parts of Building Walls Kottler, Benedikt; List, Ludwig; Bulatov, Dimitri; Weinmann, Martin	Konferenzbeitrag Conference Paper
2022	Training data generation for machine learning using GPR images Boldt, Markus; Thiele, Antje; Schulz, Karsten	Konferenzbeitrag Conference Paper
2022	Deep self-supervised band-level learning for hyperspectral classification Gonzalez-Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	A region-based machine learning approach for self-diagnosis of a 4D digital thermal twin Strauß, Eva; Bulatov, Dimitri	Konferenzbeitrag Conference Paper
2022	3D Mapping of Buried Pipes in Multi-Channel GPR Data Karle, Nathalie; Boldt, Markus; Thiele, Antje; Thönnessen, Ulrich	Konferenzbeitrag Conference Paper
2022	PSDEFOPAT - Towards Automatic Model Based PSI Post-Processing Evers, Madeline; Thiele, Antje; Hammer, Horst; Hinz, Stefan	Konferenzbeitrag Conference Paper
2022	Deep Self-Supervised Pixel-Level Learning for Hyperspectral Classification Gonzalez-Santiago, Jonathan; Schenkel, Fabian; Groß, Wolfgang; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2022	Training a CNN with Simulated Data for ATR - Lessons Learned Hammer, Horst; Kuny, Silvia; Schmitz, Sylvia; Thiele, Antje	Konferenzbeitrag Conference Paper
2022	Impact of Highly Varying Incidence Angle on the Feature Space of PolSAR Images Schmitz, Sylvia; Thiele, Antje; Hammer, Horst; Hinz, Stefan	Konferenzbeitrag Conference Paper
2021	Change categorization in short-term SAR time series Boldt, Markus; Cadario, Erich	Konferenzbeitrag Conference Paper
2021	Enhancement of coherence images for coherent change detection Hammer, Horst; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Thiele, Antje	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	On the classifier performance for simulation based debris detection in SAR imagery Kuny, Silvia; Hammer, Horst; Schulz, Karsten	Konferenzbeitrag Conference Paper
2021	Extending StructureNet to generate physically feasible 3D shapes Koch, Jannik; Haraké, Laura; Jung, Alisa; Dachsbacher, Carsten	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
2021	DTM Extraction and building detection in DSMs having large holes Mousa, Yousif; Bulatov, Dimitri; Abed, Fanar; Helmholz, Petra	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	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	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	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	Instance segmentation of deadwood objects in combined optical and elevation data using convolutional neural networks Bulatov, Dimitri; Leidinger, Felix	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	Style transfer-based domain adaptation for vegetation segmentation with optical imagery Schenkel, Fabian; Hinz, Stefan; Middelmann, Wolfgang	Zeitschriftenaufsatz Journal Article
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	Detection of Building Damages in High Resolution SAR Images based on SAR Simulation Kuny, Silvia	Dissertation Doctoral Thesis
2021	Identification of misclassified pixels in semantic segmentation with uncertainty evaluation Budde, Lina E.; Bulatov, Dimitri; Iwaszczuk, Dorota	Konferenzbeitrag Conference Paper
2021	On the visualization of positional precision Meidow, Jochen	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	1D-convolutional autoencoder based hyperspectral data compression Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2021	Detektion von Weizenähren mithilfe neuronaler Netze und synthetisch erzeugter Trainingsdaten Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse	Zeitschriftenaufsatz Journal Article
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	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
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	Unsupervised hyperspectral classification based on similarity graphs González Santiago, Jonathan; Schenkel, Fabian; 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	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	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	Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks Schenkel, Fabian; Middelmann, Wolfgang	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	Context-aware patch-based method for façade inpainting Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang	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	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	Incorporating interferometric coherence into LULC classification of airborne PolSAR-images using fully convolutional networks Schmitz, Sylvia; Weinmann, Martin; Thiele, Antje	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	An Approach to Near-lossless Hyperspectral Data Compression using Deep Autoencoder Küster, Jannik; Groß, Wolfgang; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2020	Selbstkalibrierung mobiler Multisensorsysteme mittelsgeometrischer 3D-Merkmale Hillemann, Markus	Dissertation Doctoral Thesis
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	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	Strategies for PS processing of large sentinel-1 datasets Evers, Madeline; Hammer, Horst; Thiele, Antje; Schulz, Karsten	Konferenzbeitrag Conference Paper
2020	Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification Gross, Wolfgang; Bulatov, Dimitri; Schreiner, Simon; Middelmann, Wolfgang	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	Localization and Grading of Building Roof Damages in High-Resolution Aerial Images Böge, Melanie; Bulatov, Dimitri; Lucks, Lukas	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	Fusion von Kameradaten und Laserscanner-Daten für mobile Anwendungen Meidow, Jochen; Weinmann, Martin; Jutzi, Boris	Aufsatz in Buch Book Article
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	Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks Schenkel, Fabian; Middelmann, Wolfgang	Konferenzbeitrag Conference Paper
2019	Draw and order - modeless interactive acquisition of outlines Meidow, Jochen; Lucks, Lukas	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	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	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	Superpixel-wise Assessment of Building Damage from Aerial Images Lucks, Lukas; Bulatov, Dimitri; Thönnessen, Ulrich; Böge, Melanie	Konferenzbeitrag Conference Paper
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	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	A study on recent ground deformation near Patras, Greece Evers, Madeline; Kyriou, Aggeliki; Schulz, Karsten; Nikolakopoulos, Konstantinos	Konferenzbeitrag Conference Paper
2019	Physically-based thermal simulation of large scenes for infrared imaging Kottler, Benedikt; Burkard, Eva; Bulatov, Dimitri; Haraké, Laura	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	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	Application of Nonlinear Feature Normalization on Combined Hyperspectral and Lidar Data Gross, Wolfgang; Bulatov, Dimitri; Solbrig, Peter	Konferenzbeitrag Conference Paper
2019	Nonlinear Feature Normalization for Hyperspectral Feature Transfer Groß, Wolfgang Johannes	Dissertation Doctoral Thesis
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	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	Simultaneous Chain-Forming and Generalization of Road Networks Wenzel, Susanne; Bulatov, Dimitri	Zeitschriftenaufsatz Journal Article
2018	Urban change detection in TanDEM-X interferograms Welte, Amelie; Hammer, Horst; Thiele, Antje; Hinz, Stefan	Konferenzbeitrag Conference Paper
2018	On the classification of high activity objects Boldt, Markus; Thiele, Antje; Schulz, Karsten; Hinz, Stefan	Konferenzbeitrag Conference Paper

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