Recent scientific publications of Fraunhofer IOSB

YearTitle/AuthorDocument Type
2021Privacy and Patient Involvement in e-Health Worldwide: An International Analysis
Appenzeller, Arno
Conference Paper
2021Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan
Book Article
2021Tiefe neuronale Netze: Welche Vorteile haben tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.
Book Article
2021Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition
Bayer, Jens; Münch, David; Arens, Michael
Conference Paper
2021Optimal multispectral sensor confgurations through machine learning for cognitive agriculture
Becker, Florian; Backhaus, Andreas; Johrden, Felix; Flitter, Merle
Journal Article
2021Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2020, Berlin, March 22-23, 2020
Beyerer, J.; Maier, A.; Niggemann, O.
Conference Proceedings
2021OCM 2021, 5th International Conference on Optical Characterization of Materials: March 17th - 18th, 2021; Karlsruhe, Germany, Online event
Beyerer, Jürgen; Längle, Thomas ; Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung -IOSB-, Karlsruhe; Karlsruher Institut für Technologie -KIT-
Conference Proceedings
2021Kompetent im Einsatz. Variable Autonomie Lernender Systeme in lebensfeindlichen Umgebungen: White paper
Beyerer, Jürgen; Deserno, Thomas M.; Straube, Sirko; Tchouchenkov, Igor; Wedler, Armin
Report
2021Smart agriculture. Editorial
Beyerer, Jürgen; Bretthauer, Georg; Längle, Thomas
Editorial
2021Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory 2020. Proceedings: 27th to the 31st of July 2020, Karlsruhe
Beyerer, Jürgen (Ed.); Zander, Tim (Ed.)
Conference Proceedings
2021The AMLTestCenter: Rule-based verification of AML documents for generic and AAS conformity: Kap. 5
Blume, Jan-Wilhelm; Stojanovic, Ljiljana
Book Article
2021Change categorization in short-term SAR time series
Boldt, Markus; Cadario, Erich
Conference Paper
2021Security in Industrial Environments: Presentation held at Software Campus Alumni Vortragsreihe, 11.03.2021, Online
Borcherding, Anne
Presentation
2021Information Acquisition on Pedestrian Movements in Urban Traffic with a Mobile Multi-Sensor System
Borgmann, Björn; Hebel, Marcus; Arens, Michael; Stilla, Uwe
Conference Paper
2021The MODISSA testbed: A multi-purpose platform for the prototypical realization of vehicle-related applications using optical sensors
Borgmann, Björn; Schatz, Volker; Hammer, Marcus; Hebel, Marcus; Arens, Michael; Stilla, Uwe
Journal Article
2021At the end of the line: How automakers can embrace flexible production
Borowski, Axel; Hafner, Claus; Trögel, Peter; Sauer, Olaf; Pfrommer, Julius
Study
2021Datensouveränität für Patienten im Gesundheitswesen. Eine Chance für die medizinische Forschung und den Datenschutz
Bretthauer, Sebastian; Appenzeller, Arno; Birnstill, Pascal
Journal Article
2021Light-field sensor, light-field sensor arrangement and camera apparatus
Brink, Gunnar; Pak, Alexey; Willersinn, Dieter
Patent
2021Das Internet der Dinge und neue digitale Geschäftsmodelle in der Lebensmittelindustrie
Brink, Gunnar; Chaves, Fernando
Book Article
2021Classification of airborne 3D point clouds regarding separation of vegetation in complex environments
Bulatov, Dimitri; Stütz, Dominik; Hacker, Jorg; Weinmann, Martin
Journal Article
20213D Surface Reconstruction from Multi-Date Satellite Images
Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael
Conference Paper
2021A Photogrammetry-based Framework to Facilitate Image-based Modeling and Automatic Camera Tracking
Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael
Conference Paper
2021A Survey on the Explainability of Supervised Machine Learning
Burkart, Nadia; Huber, Marco F.
Journal Article
2021Are you sure? Prediction revision in automated decision-making
Burkart, Nadia; Robert, Sebastian; Huber, Marco
Journal Article
2021Explanation Framework for Intrusion Detection
Burkart, Nadia; Franz, Maximilian; Huber, Marco F.
Conference Paper
2021Supported Decision-Making by Explainable Predictions of Ship Trajectories
Burkart, Nadia; Huber, Marco; Anneken, Mathias
Conference Paper
2021Analytical determination of the complex refractive index and the incident angle of an optically isotropic substrate by ellipsometric parameters and reflectance
Chen, Chia-Wei; Hartrumpf, Matthias; Längle, Thomas; Beyerer, Jürgen
Journal Article
2021Characterization of Mueller matrices in retroreflexellipsometry
Chen, Chia-Wei
Conference Paper
2021Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge
Coluccia, Angelo; Fascista, Alessio; Schumann, Arne; Sommer, Lars; Dimou, Anastasios T.; Zarpalas, Dimitrios; Mendez, Miguel; Iglesia, David de la; Gonzalez, Iago; Mercier, Jean Philippe; Gagne, Guillaume; Mitra, Arka; Rajashekar, Shobha
Journal Article
2021A Data Annotation Process for Human Activity Recognition in Public Places
Cormier, Mickael
Conference Paper
2021First Approaches to Automatically Diagnose and Reconfigure Hybrid Cyber-Physical Systems
Diedrich, Alexander; Balzereit, Kaja; Niggemann, Oliver
Conference Paper
2021Human-Machine Interactions for on the Fly Free Text Input Processing
Dyck, Sergius; Hoffmann, Almuth
Conference Paper
2021Q-switched, high average output power Tm3+:Ho3+-codoped triple-clad fiber laser for nonlinear frequency conversion
Forster, Patrick; Romano, Clément; Eichhorn, Marc; Kieleck, Christelle
Conference Paper
2021Exploitation of data augmentation strategies for improved UAV detection
Freudenmann, Lucas; Sommer, Lars; Schumann, Arne
Conference Paper
2021Developing a handheld NIR sensor for the detection of ripening in grapevine
Gebauer, Lucie; Krause, Julius; Zheng, Xiaorong; Gruna, Robin; Töpfer, Reinhard; Kicherer, Anna
Conference Paper
2021Efficient Tour Planning for a Measurement Vehicle by Combining Next Best View and Traveling Salesman
Gehrung, Joachim; Hebel, Marcus; Arens, Michael; Stilla, Uwe
Conference Paper
2021"Let’s get ready to bundle!": Crowd-level Human Keypoint Tracking
Golda, Thomas
Conference Paper
2021High-pulse-energy, Q-switched Ho3+:YAG laser for mid-infrared optical parametric oscillator pumping
Griesbeck, Michael; Büker, Hendrik; Eitner, Madeleine; Goth, Katharina; Braesicke, Peter; Eichhorn, Marc; Kieleck, Christelle
Conference Paper
2021Mid-infrared optical parametric oscillator pumped by a high-pulse-energy, Q-switched Ho3+:YAG laser
Griesbeck, Michael; Büker, Hendrik; Eitner, Madeleine; Goth, Katharina; Braesicke, Peter; Eichhorn, Marc; Kieleck, Christelle
Journal Article
2021UAV Use Case: Real-Time Obstacle Avoidance System for Unmanned Aerial Vehicles Based on Stereo Vision
Grinberg, Michael; Ruf, Boitumelo
Book Article
2021Praxisnahes Lernen: IT-Sicherheit in der Industrie 4.0
Haas, Christian; Otto, Jens
Journal Article
2021Enhancement of coherence images for coherent change detection
Hammer, Horst; Lorenz, Fabian; Cadario, Erich; Kuny, Silvia; Thiele, Antje
Conference Paper
2021Rare SARS-CoV-2 antibody development in cancer patients
Hempel, Louisa; Molnar, Jakob; Robert, Sebastian; Veloso, Julia; Trepotec, Zeljka; Englisch, Sofie; Weinzierl, Philip; Schick, Cordula; Milani, Valeria; Schweneker, Katrin; Fleischmann, Bastian; Scheiber, Josef; Gandorfer, Beate; Kleespies, Axel; Hempel, Dirk; Riedmann, Kristina; Piehler, Armin
Journal Article
2021Laser safety assessments supported by analyses of reflections from metallic targets irradiated by high-power laser light
Henrichsen, Michael; Schwarz, Bastian; Ritt, Gunnar; Azarian, Adrian; Eberle, Bernd
Journal Article
2021OPAL - The Toolbox for the Integration and Analysis of IoT in a Semantically Annotated Way
Hertweck, Philipp; Hellmund, Tobias; Moßgraber, Jürgen
Journal Article
2021Übertragung eines Vorgehensmodells zur KI-Integration von der Industrie auf Umweltinformationssysteme
Hilbring, Desiree; Pfrommer, Julius
Conference Paper
2021ShiSha: Enabling Shared Perspective with Face-to-Face Collaboration Using Redirected Avatars in Virtual Reality
Hoppe, Adrian H.; Camp, Florian van de; Stiefelhagen, Rainer
Journal Article
2021Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Journal Article
2021An Approach for Realizing Hybrid Digital Twins Using Asset Administration Shells and Apache StreamPipes
Jacoby, Michael; Jovicic, Branislav; Stojanovic, Ljiljana; Stojanovic, Nenad
Journal Article
2021An intelligent management system for aquaponics
Karimanzira, Divas; Rauschenbach, Thomas
Journal Article
2021Intelligent Information Management in Aquaponics to Increase Mutual Benefits
Karimanzira, Divas; Na, Chai; Hong, Mu; Wei, Yaoguang
Journal Article
2021Light field illumination. Problem-specific lighting adjustment
Kludt, Christian; Längle, Thomas; Beyerer, Jürgen
Journal Article
2021Extending StructureNet to generate physically feasible 3D shapes
Koch, Jannik; Haraké, Laura; Jung, Alisa; Dachsbacher, Carsten
Conference Paper
2021On the Security of IIoT Deployments: An Investigation of Secure Provisioning Solutions for OPC UA
Kohnhäuser, Florian; Meier, David; Patzer, Florian; Finster, Sören
Journal Article
2021Detection of pyrrolizidine alkaloid containing herbs using hyperspectral imaging in the short-wave infrared
Krause, Julius; Tron, Nanina; Maier, Georg; Gruna, Robin; Krähmer, Andrea
Conference Paper
2021New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin
Journal Article
2021SmartSpectrometer - Embedded Optical Spectroscopy for Applications in Agriculture and Industry
Krause, Julius; Grüger, Heinrich; Gebauer, Lucie; Zheng, Xiaorong; Knobbe, Jens; Pügner, Tino; Kicherer, Anna; Gruna, Robin; Längle, Thomas; Beyerer, Jürgen
Journal Article
2021Application of LSTM Networks for Water Demand Prediction in Optimal Pump Control
Kühnert, Christian; Gonuguntla, Naga; Krieg, Helene; Nowak, Dimitri; Thomas, Jorge A.
Journal Article
2021Attacking dynamic power system control centers - a cyber-physical threat analysis
Kummerow, André; Rüsch, Dennis; Nicolai, Steffen; Brosinsky, Christoph; Westermann, Dirk; Naumann, Andre
Conference Paper
2021I-Mouse: A Framework for Player Assistance in Adaptive Serious Games
Lalwani, Riya; Chouhan, Ashish; John, Varun; Sonar, Prashant; Mahajan, Aakash; Pendyala, Naresh; Streicher, Alexander; Prabhune, Ajinkya
Conference Paper
2021Beleuchtungsvorrichtung und Beleuchtungsverfahren für zumindest eine Pflanze
Längle, Thomas; Seiffer, Dirk; Vogel, Simon; Reimann, Andreas
Patent
2021Energetische Sanierung von Mehrfamilienhäusern mit PVT-Hybridsystem und Messdienst-basiertem Energiemanagement: Paper präsentiert beim 31. Symposium Solarthermie und innovative Wäremesysteme 2021, Bad Staffelstein, 27. - 29.04.2021
Leibfried, Ulrich; Bernard, Thomas; Stürtz, Simon
Conference Paper
2021Direct-imaging DOEs for high-NA multi-spot confocal surface measurement
Li, Zheng; Taphanel, Miro; Längle, Thomas; Beyerer, Jürgen
Journal Article
2021DOE-based Multi-spot Confocal Interference Microscope
Li, Zheng
Conference Paper
2021High-resolution confocal microscopy with low-NA objectives based on diffractive lens arrays
Li, Zheng; Taphanel, Miro; Längle, Thomas; Beyerer, Jürgen
Journal Article
2021Nitrat-Monitoring 4.0 - Intelligente Systeme zur nachhaltigen Reduzierung von Nitrat im Grundwasser
Liesch, Tanja; Bruns, Julian; Abecker, Andreas; Hilbring, Desiree; Karimanzira, Divas; Martin, Tobias; Wagner, Martin; Wunsch, Andreas; Fischer, Thilo
Conference Paper
2021Nanosecond pulsed single-frequency two-stage holmium-doped fiber MOPA at 2054 nm and 2090 nm
Lorenz, Dominik; Romano, Clément; Eichhorn, Marc; Kieleck, Christelle
Journal Article
2021Detektion von Weizenähren mithilfe neuronaler Netze und synthetisch erzeugter Trainingsdaten
Lucks, Lukas; Haraké, Laura; Klingbeil, Lasse
Journal Article
2021Improving trajectory estimation using 3D city models and kinematic point clouds
Lucks, Lukas; Klingbeil, Lasse; Pluemer, Lutz; Dehbi, Youness
Journal Article
2021Experimental Evaluation of a Novel Sensor-Based Sorting Approach Featuring Predictive Real-Time Multiobject Tracking
Maier, Georg; Pfaff, Florian; Pieper, Christoph; Gruna, Robin; Noack, Benjamin; Kruggel-Emden, Harald; Längle, Thomas; Hanebeck, Uwe D.; Wirtz, Siegmar; Scherer, Viktor; Beyerer, Jürgen
Journal Article
2021Motion-based visual inspection of optically indiscernible defects on the example of hazelnuts
Maier, Georg; Shevchyk, Anja; Flitter, Merle; Gruna, Robin; Längle, Thomas; Hanebeck, Uwe D.; Beyerer, Jürgen
Journal Article
2021Microgrid Systems: Towards a Technical Performance Assessment Frame
Marchand, Sophie; Monsalve, Cristian; Reimann, Thorsten; Heckmann, Wolfram; Ungerland, Jakob; Lauer, Hagen; Ruhe, Stephan; Krauß, Christoph
Journal Article
2021On the visualization of positional precision
Meidow, Jochen
Conference Paper
2021On the Depth of Gestalt Hierarchies in Common Imagery
Michaelsen, Eckart
Conference Paper
2021A study of person re-identification design characteristics for aerial data
Moritz, Lennart; Specker, Andreas; Schumann, Arne
Conference Paper
2021Corona-Management per Map und Touch. Elektronische Lagedarstellung erleichtert Abstimmung im Bevölkerungsschutz: ÖFFENTLICHE SICHERHEIT
Moßgraber, Jürgen
Science Communication Online
2021Interfaces for Explanations in Human-AI Interaction. Proposing a Design Evaluation Approach
Mucha, Henrik; Robert, Sebastian; Breitschwerdt, Rüdiger; Fellmann, Michael
Conference Paper
2021Fast signature preserving LWIR detail uncovering and image enhancement with dedicated color tables
Müller, Thomas
Conference Paper
2021Modular and scalable automation for field robots
Osten, Julia; Weyers, Catrin; Bregler, Kevin; Emter, Thomas; Petereit, Janko
Journal Article
2021Efficient Semantic Representation of Network Access Control Configuration for Ontology-based Security Analysis
Patzer, Florian; Beyerer, Jürgen
Conference Paper
2021Detecting vibration features from remote objects based on high-speed imagery
Paunescu, Gabriela; Lutzmann, Peter; Wegner, Daniel; Göhler, Benjamin
Journal Article
2021Multimedia analysis platform for crime prevention and investigation. Results of MAGNETO project
Perez, Francisco J.; Garrido, Victor J.; Garcia, Alberto; Zambrano, Marcelo; Kozik, Rafal; Choras, Michal; Mühlenberg, Dirk; Pallmer, Dirk; Müller, Wilmuth
Journal Article
2021Quantum ghost imaging using asynchronous detection
Pitsch, Carsten; Walter, Dominik; Grosse, Simon; Brockherde, Werner; Bürsing, Helge; Eichhorn, Marc
Journal Article
2021A Proposal on Discovering Causal Structures in Technical Systems by Means of Interventions
Rehak, Josephine
Conference Paper
2021Correction: Ritt, G. Laser Safety Calculations for Imaging Sensors. Sensors 2019, 19, 3765
Ritt, Gunnar
Journal Article
2021kW-class nanosecond pulsed polarized MOPA laser at 2050 and 2090 nm
Romano, Clément; Lorenz, Dominik; Eichhorn, Marc; Kieleck, Christelle
Conference Paper
2021Watt-level thulium:holmium-codoped versus holmium-doped polarization-maintaining fiber amplifier at 2050 and 2090 nm
Romano, Clément; Lorenz, Dominik; Eichhorn, Marc; Kieleck, Christelle
Conference Paper
2021Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
Rueden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Walczak, Michal; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis
Journal Article
2021ReS2tAC - UAV-borne real-time SGM stereo optimized for embedded ARM and CUDA devices
Ruf, Boitumelo; Mohrs, Jonas; Weinmann, Martin; Hinz, Stefan; Beyerer, Jürgen
Journal Article
2021Supplementing Machine Learning with Knowledge Models Towards Semantic Explainable AI
Sander, Jennifer; Kuwertz, Achim
Conference Paper
2021Impact of industrial environments on visiblelight communication
Schneider, Daniel; Shrotri, Abhijeet; Flatt, Holger; Stübbe, Oliver; Wolf, Alexander; Lachmayer, Roland; Bunge, Christian-Alexander
Journal Article
2021Efficient visible light communication drivers using illumination LEDs in industrial environments
Schneider, Daniel; Shrotri, Abhijeet; Flatt, Holger; Stübbe, Oliver; Lachmayer, Roland
Conference Paper
2021Advances in 2 µm polarization-maintaining thulium-doped Q-switched fiber lasers for frequency conversion into the mid-IR
Schneider, Julian; Forster, Patrick; Romano, Clément; Eichhorn, Marc; Kieleck, Christelle
Conference Paper
2021Investigation of the pulse energy limits of actively Q-switched polarization-maintaining Tm3+-doped fiber lasers
Schneider, Julian; Forster, Patrick; Romano, Clément; Eichhorn, Marc; Kieleck, Christelle
Journal Article
2021High pulse energy ZnGeP2 OPO directly pumped by a Q-switched Tm3+-doped single-oscillator fiber laser
Schneider, Julian; Forster, Patrick; Romano, Clément; Eichhorn, Marc; Kieleck, Christelle
Journal Article
2021Diagnostizierende Beleuchtung
Schreiber, Peter; Wächter, Christoph; Monari, Eduardo; Roschani, Masoud; Filsinger, Max; Manger, Daniel; Willersinn, Dieter
Patent
2021Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors
Schreiner, Simon; Culibrk, Dubravko; Bandecchi, Michele; Gross, Wolfgang; Middelmann, Wolfgang
Journal Article
2021Impact of threshold assessment methods in laser-induced damage measurements using the examples of CCD, CMOS, and DMD
Schwarz, Bastian; Ritt, Gunnar; Eberle, Bernd
Journal Article
2021Optimal, blind-search modal wavefront correction in atmospheric turbulence. Part I: Simulations
Segel, Max; Gladysz, Szymon
Journal Article
2021Manufacturing of lens array prototypes containing spherical and fresnel lenses for visible light communications using stereolithography apparatus
Shrotri, Abhijeet; Beyer, Micha; Schneider, Daniel; Stübbe, Oliver
Conference Paper
2021Verzögerungs-Kalibrierung für Decawave UWB
Sidorenko, Juri; Scherer-Negenborn, Norbert; Arens, Michael
Patent
2021DecaWave ultra-wideband warm-up error correction
Sidorenko, Juri; Schatz, Volker; Scherer-Negenborn, Norbert; Arens, Michael; Hugentobler, Urs
Journal Article
2021Deep learning based person search in aerial imagery
Sommer, Lars; Specker, Andreas; Schumann, Arne
Conference Paper
2021Deep learning based UAV type classification
Sommer, Lars; Schumann, Arne
Conference Paper
2021Deep Learning based Vehicle Detection in Aerial Imagery
Sommer, Lars Wilko
Dissertation
2021A Step Towards Explainable Person Re-identification Rankings
Specker, Andreas
Conference Paper
2021Multi-Object Tracking in Drone Videos
Stadler, Daniel
Conference Paper
2021A General Framework and Control Theoretic Approach for Adaptive Interactive Learning Environments
Streicher, Alexander; Schönbein, Rainer; Pickl, Stefan Wolfgang
Book Article
2021Novel highly efficient in-band pump wavelengths for Ho-doped fiber amplifiers
Tench, Robert; Delavaux, Jean-Marc; Romano, Clément
Conference Paper
20213.5 W Broadband PM Hybrid Amplifier at 2051 nm with Holmium- and Thulium-Doped Single-Clad Fibers
Tench, Robert E.; Amavigan, Alexandre; Romano, Clément; Traore, Daniya; Delavaux, Jean-Marc; Robin, Thierry; Cadier, Benoît; Laurent, Arnaud; Crochet, Patrice
Journal Article
2021Industrie 4.0 - Aktuelle Entwicklungen aus Sicht der Informatik
Usländer, Thomas
Conference Paper
2021International Data Spaces tailored to Industrie 4.0 - How to Address the Requirements for Data Sovereignty
Usländer, Thomas
Conference Paper
2021Smart Factory Web - A Blueprint Architecture for Open Marketplaces for Industrial Production
Usländer, Thomas; Schöppenthau, Felix; Schnebel, Boris; Heymann, Sascha; Stojanovic, Ljiljana; Watson, Kym; Nam, Seungwook; Morinaga, Satoshi
Journal Article
2021Evaluation of Interpretable Association Rule Mining Methods on Time-Series in the Maritime Domain
Veerappa, Manjunatha; Anneken, Mathias; Burkart, Nadia
Conference Paper
2021Sharing of Asset Administration Shells with the International Data Spaces
Volz, Friedrich
Conference Paper
2021Classifying Usage Control and Data Provenance Architectures
Wagner, Paul Georg
Conference Paper
2021Information modeling and knowledge extraction for machine learning applications in industrial production systems
Windmann, Stefan; Kühnert, Christian
Conference Paper
2021Phenoliner 2.0: RGB and near-infrared (NIR) image acquisition for an efficient phenotyping in grapevine research
Zheng, Xiaorong; Krause, Julius; Flitter, Merle; Gruna, Robin; Töpfer, Reinhard; Kicherer, Anna
Conference Paper
2021Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods
Zimmering, Bernd; Niggemann, Oliver; Hasterok, Constanze; Pfannstiel, Erik; Ramming, Dario; Pfrommer, Julius
Journal Article
This publication list has been generated from the publication database Fraunhofer-Publica.