Publications
Publications
Visualization of Class Activation Maps to Explain AI Classification of Network Packet Captures
Cherepanov, Igor; Ulmer, Alex; Joewono, Jonathan Geraldi; Kohlhammer, Jörn
Symposium on Visualization for Cyber Security 2022
[Conference Paper]
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi
Conference on Computer Vision and Pattern Recognition Workshops 2022
[Conference Paper]
Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations through Activation Map Variation Analyses in Face Recognition Models
Fu, Biying; Damer, Naser
Winter Conference on Applications of Computer Vision (WACV) 2022
[Conference Paper]
Working Efficiently with Large Geodata Files using Ad-hoc Queries
Bormann, Pascal; Krämer, Michel; Würz, Hendrik Martin
International Conference on Data Science, Technology and Applications 2022
[Conference Paper]
RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings
Schmid, Jenny; Cibulski, Lena; Hazwani, Ibrahim al; Bernard, Jürgen
International Workshop on Visual Analytics 2022
[Conference Paper]
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference on Computer Vision and Pattern Recognition Workshops 2022
[Conference Paper]
GraMMaCAD: Interactively Defining Spatially Varying FGMs on BRep CAD Models
Luu, Thu Huong; Altenhofen, Christian; Stork, Andre; Fellner, Dieter
Computers and Information in Engineering Conference 2022
[Conference Paper]
On Evaluating Pixel-Level Face Image Quality Assessment
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan
European Signal Processing Conference 2022
[Conference Paper]
Alignment and Reassembly of Broken Specimens for Creep Ductility Measurements
Knauthe, Volker; Kraus, Maurice; Buelow, Max von; Wirth, Tristan; Rak, Arne; Merth, Laurenz; Erbe, Alexander; Kontermann, Christian; Guthe, Stefan; Kuijper, Arjan; Fellner, Dieter
Symposium on Vision, Modeling, and Visualization 2022
[Conference Paper]
CareCam: An Intelligent, Camera-based Health Companion at the Workplace
Kraft, Dimitri; Schmidt, Angelina; Oschinsky, Frederike Marie; Büttner, Lea; Lambusch, Fabienne; Laerhoven, Kristof van; Bieber, Gerald; Fellmann, Michael
Conference "NeuroIS Retreat" 2022
[Conference Paper]
Fitness of General-Purpose Monocular Depth Estimation Architectures for Transparent Structures
Wirth, Tristan; Jamili, Aria; Buelow, Max von; Knauthe, Volker; Guthe, Stefan
European Association for Computer Graphics (Eurographics Annual Conference) 2022
[Conference Paper]
Accelerated Airborne Virus Spread Simulation: Coupling Agent-based Modeling with GPU-accelerated Computational Fluid Dynamics
Schinko, Christoph; Shao, Lin; Mueller-Roemer, Johannes Sebastian; Weber, Daniel; Zhang, Xingzi; Lee, Eugene; Sander, Bastian; Steinhardt, Alexander; Settgast, Volker; Eggeling, Eva; Erdt, Marius; Chen, Kan
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2022
[Conference Paper]
Preprocessing of Terrain Data in the Cloud using a Workflow Management System
Kaster, Marvin; Würz, Hendrik Martin
International Conference on Data Science, Technology and Applications 2022
[Conference Paper]
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement
Neto, Pedro C.; Goncalves, Tiago; Huber, Marco; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.
Gesellschaft für Informatik, Special Interest Group on Biometrics (BIOSIG International Conference) 2022
[Conference Paper]
Interactive Input and Visualization for Planning with Temporal Uncertainty
Höhn, Markus; Wunderlich, Marcel; Ballweg, Kathrin; Kohlhammer, Jörn; Landesberger, Tatiana von
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2022
[Conference Paper]
NetVisGame: Mobile Gamified Information Visualization of Home Network Traffic Data
Schufrin, Marija; Kuban, Katharina; Kuijper, Arjan; Kohlhammer, Jörn
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2022
[Conference Paper]
Determination of the healing corridor of patients with knee arthroplasty by a motor-powered rollator
Bieber, Gerald; Kraft, Dimitri; Hölle, Bernd; Blenke, Dennis; Bader, Rainer; Herrmann, Peter
International Conference on PErvasive Technologies Related to Assistive Environments 2022
[Conference Paper]
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Boutros, Fadi; Damer, Naser; Kuijper, Arjan
International Conference on Pattern Recognition 2022
[Conference Paper]
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference on Computer Vision and Pattern Recognition 2022
[Paper]
Acquisition of EFS and Capacitive Measurement Data on Low-Power and Connected IoT Devices
Wilmsdorff, Julian von; Lenhart, Malte; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Sensor Networks (SENSORNETS) 2020
[Conference Paper]
Supporting Domain Characterization in Visualization Design Studies with the Critical Decision Method
Cibulski, Lena; Dimara, Evanthia; Hermawati, Setia; Kohlhammer, Jörn
Workshop on Visualization Guidelines in Research, Design, and Education 2022
[Paper]
Reconstructing Bounding Volume Hierarchies from Memory Traces of Ray Tracers
Buelow, Max von; Stensbeck, Tobias; Knauthe, Volker; Guthe, Stefan; Fellner, Dieter
Pacific Conference on Computer Graphics and Applications 2022
[Conference Paper]
Neural Networks for Indoor Localization based on Electric Field Sensing
Kirchbuchner, Florian; Andres, Moritz; Wilmsdorff, Julian von; Kuijper, Arjan
International Conference on Deep Learning Theory and Applications 2022
[Conference Paper]
Performance Comparison of E-Textile Electrode Properties in a Capacitive Proximity Sensing Setting
Faquiri, Silvia; Kuijper, Arjan
International Conference on PErvasive Technologies Related to Assistive Environments 2022
[Conference Paper]
SEC-Learn: Sensor Edge Cloud for Federated Learning
Aichroth, Patrick; Antes, Christoph; Gembaczka, Pierre; Graf, Holger; Johnson, David S.; Jung, Matthias; Kämpfe, Thomas; Kleinberger, Thomas; Köllmer, Thomas; Kuhn, Thomas; Kutter, Christoph; Krüger, Jens; Loroch, Dominik M.; Lukashevich, Hanna; Laleni, Nelli; Zhang, Lei; Leugering, Johannes; Martín Fernández, Rodrigo; Mateu, Loreto; Mojumder, Shaown; Prautsch, Benjamin; Pscheidl, Ferdinand; Roscher, Karsten; Schneickert, Sören; Vanselow, Frank; Wallbott, Paul; Walter, Oliver; Weber, Nico
International Conference on Embedded Computer Systems - Architectures, Modeling, and Simulation 2021
[Conference Paper]
DIY-PressMat: A Smart Sensor Mat for Posture Detection Applicable for Bed-exit Intention Detection, Pressure Ulcer Prevention, and Sleep Apnea Mitigation
Matthies, Denys J.C.; Haescher, Marian; Chodan, Wencke; Bieber, Gerald
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2021
[Conference Paper]
Prototyping Smart Eyewear with Capacitive Sensing for Facial and Head Gesture Detection
Matthies, Denys J.C.; Woodall, Alex; Urban, Bodo
International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) 2021
[Conference Paper]
AI-assisted Automated Pipeline for Length Estimation, Visual Assessment of the Digestive Tract and Counting of Shrimp in Aquaculture Production
Hashisho, Yousif; Dolereit, Tim; Segelken-Voigt, Alexandra; Bochert, Ralf; Vahl, Matthias
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) 2021
[Conference Paper]
Towards more robust fashion recognition by combining of deep-learning-based detection with semantic reasoning
Reiz, Achim; Albadawi, Mohamad; Sandkuhl, Kurt; Vahl, Matthias; Sidin, Dennis
Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE) 2021
[Conference Paper]
Towards Using the Critical Decision Method for Studying Visualisation-Based Decision-Making
Hermawati, Setia; Cibulski, Lena; Lawson, Glyn
Chartered Institute of Ergonomics & Human Factors (CIEHF Annual Conference) 2021
[Conference Paper]
