Publikationen der Abteilung Szenenanalyse (SZA)

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2023 Your Input Matters - Comparing Real-Valued PolSAR Data Representations for CNN-Based Segmentation
Hochstuhl, Sylvia; Pfeffer, Niklas; Thiele, Antje; Hammer, Horst; Hinze, Stefan
Zeitschriftenaufsatz
Journal Article
2023 Influence of Out-of-Distribution Examples on the Quality of Semantic Segmentation in Remote Sensing
Qiu, Kevin; Bulatov, Dimitri; Budde, Lina E.; Kullmann, Timo; Iwaszczuk, Dorota
Konferenzbeitrag
Conference Paper
2023 Requirements for 3D Models to be Used in SAR Image Simulation
Hammer, Horst; Kuny, Silvia; Thiele, Antje
Konferenzbeitrag
Conference Paper
2023 Parameter Optimization for a Thermal Simulation of an Urban Area
Kottler, Benedikt; Fischer, Simon; Strauß, Eva; Bulatov, Dimitri; Helmholz, Petra
Konferenzbeitrag
Conference Paper
2023 Geometric reasoning for the freehand-drawn delineation of 2D geometries
Meidow, Jochen
Zeitschriftenaufsatz
Journal Article
2023 Adaptive two-stage multisensor convolutional autoencoder model for lossy compression of hyperspectral data
Küster, Jannick; Groß, Wolfgang; Schreiner, Simon; Middelmann, Wolfgang; Heizmann, Michael
Zeitschriftenaufsatz
Journal Article
2023 Hyperthun’22: A Multi-Sensor Multi-Temporal Camouflage Detection Campaign
Vögtli, M.; Sierro, L.; Kneubühler, M.; Schreiner, Simon; Groß, Wolfgang; Queck, Florian; Küster, Jannick; Mispelhorn, Jonas; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2023 CNN-based track detection in coherent SAR imagery: a distinction between foot and vehicle tracks
Kuny, Silvia; Hammer, Horst; Thiele, Antje
Konferenzbeitrag
Conference Paper
2023 PSDefoPAT - Persistent Scatterer Deformation Pattern Analysis Tool
Evers, Madeline; Thiele, Antje; Hammer, Horst; Hinz, Stefan
Zeitschriftenaufsatz
Journal Article
2023 On Acceleration of Thermal Simulation of Urban Scenes with the Application of an Evolutionary Algorithm to Tree Planting Strategies
Bulatov, Dimitri; Hecht, Marko; Kottler, Benedikt; Mispelhorn, Jonas; Strauß, Eva
Konferenzbeitrag
Conference Paper
2023 Terrestrial Visual Dust Density Estimation Based on Deep Learning
Michel, Andreas; Weinmann, Martin; Schenkel, Fabian; Gomez, Thomas; Falvey, Mark; Schmitz, Rainer; Middelmann, Wolfgang; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2023 Pol-InSAR-Island - A benchmark dataset for multi-frequency Pol-InSAR data land cover classification
Hochstuhl, Sylvia; Pfeffer, Niklas; Thiele, Antje; Hinz, Stefan; Amao-Oliva, Joel; Scheiber, Rolf; Reigber, Andreas; Dirks, Holger
Zeitschriftenaufsatz
Journal Article
2023 Monocular In-flight Measurement of Airfoil Deflections
Meidow, Jochen; Pfingsten, Kai-Christoph
Zeitschriftenaufsatz
Journal Article
2023 Convolutional Autoencoder Model for Hyperspectral Multi-Sensor Satellite Data Compression
Küster, Jannick; Groß, Wolfgang; Schreiner, Simon; Middelmann, Wolfgang; Heizmann, Michael
Konferenzbeitrag
Conference Paper
2023 Ground Filtering of Co-Registered Mobile and Stationary Laser Scans by Using Superpoints in Ransac Planes
Stütz, Dominik; Li, J.; Huai, J.; Bulatov, Dimitri
Konferenzbeitrag
Conference Paper
2023 Experimental Approach to Camouflaged Target Detection and Camouflage Evaluation
Groß, Wolfgang; Queck, Florian; Schreiner, Simon; Mispelhorn, Jonas; Küster, Jannick; Middelmann, Wolfgang; Vögtli, M.; Kneubühler, M.
Konferenzbeitrag
Conference Paper
2023 Wishart-Umap - Translating Pixel Similarity of PolSAR Images to Real-Valued Feature Descriptors
Hochstuhl, Sylvia; Hammer, Horst; Thiele, Antje; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2023 Dimension Reduction of Combined Image and Elevation Remote Sensing Data Using UMAP, Autoencoders, and Variational Autoencoders: Investigation on Shaded Regions
Bulatov, Dimitri; Böge, Melanie; Debroize, Denis; Häufel, Gisela; Qiu, Kevin
Konferenzbeitrag
Conference Paper
2023 Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification
Gonzalez-Santiago, Jonathan; Schenkel, Fabian; Groß, Wolfgang; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2023 Synthetic thermal imagery for UAV-based reconnaissance by change detection
Strauß, Eva; Bulatov, Dimitri; Stütz, Peter
Konferenzbeitrag
Conference Paper
2023 Ghost: getting invisibly from position A to position B
Häufel, Gisela; Bulatov, Dimitri; Emter, Thomas; Frese, Christian; Kottler, Benedikt; Petereit, Janko; Schmidt, Arno; Solbrig, Peter; Stütz, Dominik; Wernerus, Peter
Konferenzbeitrag
Conference Paper
2023 Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification
Gonzalez-Santiago, Jonathan; Groß, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
2023 Silbermöwe oder Heringsmöwe? - Klassifikation von Seevögeln in UAS-Aufnahmen
Gölz, Katrin; Hochstuhl, Sylvia; Thiele, Antje
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 Geospecific terrain databases for military simulation environments
Frommholz, Dirk; Frido Kuijper, Frido; Bulatov, Dimitri; Cheung, Desmond
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
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 Deep self-supervised band-level learning for hyperspectral classification
Gonzalez-Santiago, Jonathan; Schenkel, Fabian; Middelmann, Wolfgang
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 A region-based machine learning approach for self-diagnosis of a 4D digital thermal twin
Strauß, Eva; Bulatov, Dimitri
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 3D Mapping of Buried Pipes in Multi-Channel GPR Data
Karle, Nathalie; Boldt, Markus; Thiele, Antje; Thönnessen, Ulrich
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 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 PSDEFOPAT - Towards Automatic Model Based PSI Post-Processing
Evers, Madeline; Thiele, Antje; Hammer, Horst; Hinz, Stefan
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 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 Training data generation for machine learning using GPR images
Boldt, Markus; Thiele, Antje; Schulz, Karsten
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 Improving Car Detection from Aerial Footage with Elevation Information and Markov Random Fields
Qiu, Kevin; Bulatov, Dimitri; Lucks, Lukas
Konferenzbeitrag
Conference Paper
2022 Class-aware Object Counting
Michel, Andreas; Groß, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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 The Filling Process of an Embankment Dam Monitored with PSI
Evers, Madeline; Thiele, Antje; Hammer, Horst; Hinz, S.
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 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
2021 Enhancement of coherence images for coherent change detection
Hammer, Horst; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Thiele, Antje
Konferenzbeitrag
Conference Paper
2021 Detektion von Weizenähren mithilfe neuronaler Netze und synthetisch erzeugter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse
Zeitschriftenaufsatz
Journal Article
2021 Change categorization in short-term SAR time series
Boldt, Markus; Cadario, Erich
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 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 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 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 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 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 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 Instance segmentation of deadwood objects in combined optical and elevation data using convolutional neural networks
Bulatov, Dimitri; Leidinger, Felix
Konferenzbeitrag
Conference Paper
2021 1D-convolutional autoencoder based hyperspectral data compression
Küster, Jannick; Gross, Wolfgang; Middelmann, Wolfgang
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 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 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 Style transfer-based domain adaptation for vegetation segmentation with optical imagery
Schenkel, Fabian; Hinz, Stefan; Middelmann, Wolfgang
Zeitschriftenaufsatz
Journal Article
2021 Classification of airborne 3D point clouds regarding separation of vegetation in complex environments
Bulatov, Dimitri; Stütz, Dominik; Hacker, Jorg; Weinmann, Martin
Zeitschriftenaufsatz
Journal Article
2021 DTM Extraction and building detection in DSMs having large holes
Mousa, Yousif; Bulatov, Dimitri; Abed, Fanar; Helmholz, Petra
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 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 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
2020 Hyperspectral Band Selection within a Deep Reinforcement Learning Framework
Michel, Andreas; Gross, Wolfgang; Schenkel, Fabian; Middelmann, Wolfgang
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 Strategies for PS processing of large sentinel-1 datasets
Evers, Madeline; Hammer, Horst; Thiele, Antje; Schulz, Karsten
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 DTM correction in areas of steep slopes
Häufel, Gisela; Böge, Melanie; Bulatov, Dimitri
Konferenzbeitrag
Conference Paper
2020 Selbstkalibrierung mobiler Multisensorsysteme mittelsgeometrischer 3D-Merkmale
Hillemann, Markus
Dissertation
Doctoral Thesis
2020 Self-Calibration for the Time-of-Arrival Positioning
Sidorenko, Juri; Schatz, Volker; Bulatov, Dimitri; Scherer-Negenborn, Norbert; Arens, Michael; Hugentobler, Urs
Zeitschriftenaufsatz
Journal Article
2020 Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification
Gross, Wolfgang; Bulatov, Dimitri; Schreiner, Simon; 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 Towards detection of thermal anomalies in large urban areas using simulation
Burkard, Eva; Bulatov, Dimitri; Kottler, Benedikt
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 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 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 Self-Calibration for the Time Difference of Arrival Positioning
Sidorenko, Juri; Schatz, Volker; Bulatov, Dimitri; Scherer-Negenborn, Norbert; Arens, Michael; Hugentobler, Urs
Zeitschriftenaufsatz
Journal Article
2020 Context-aware patch-based method for façade inpainting
Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang
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 Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks
Schenkel, Fabian; Middelmann, Wolfgang
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 Localization and Grading of Building Roof Damages in High-Resolution Aerial Images
Böge, Melanie; Bulatov, Dimitri; Lucks, Lukas
Konferenzbeitrag
Conference Paper
2020 "BLUEASSIST" Verbundprojekt: Konzept-Entwicklung und Ersterprobung eines innovativen UAS-Gesamtsystems zur zuverlässigen und kostengünstigen Datenerfassung im maritimen Bereich. Abschlussbericht
Schreiner, Simon; Michel, Andreas; Schenkel, Fabian; Gonzalez-Santiago, Jonathan; Lenz, Andreas; Groß, Wolfgang; Middelmann, Wolfgang; Karremann, Michael; Jackson, Birgit; Sabath, Stephan; Lukat, Marco; Friedrichs, Wilm; Lange, Axel
Bericht
Report
2020 Delineation and construction of 2D geometries by freehand drawing and geometric reasoning
Meidow, Jochen; Hammer, Horst; Lucks, Lukas
Konferenzbeitrag
Conference Paper
2019 Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks
Schenkel, Fabian; Middelmann, Wolfgang
Konferenzbeitrag
Conference Paper
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