Publications

Publications

Machine Learning Based Approach for Motion Detection and Estimation in Routinely Acquired Low Resolution Near Infrared Fluorescence Optical Imaging
Zerweck, Lukas; Wesarg, Stefan; Kohlhammer, Jörn; Köhm, Michaela
International Workshop on Clinical Image-Based Procedures 2022
[Conference Paper]


Measuring the Uptaking of Digital Health Platforms on AAL/AHA Domain
Juiz, Carlos; Bermejo, Belen; Nikolov, Alexander; Rus, Silvia; Carboni, Andrea; Russo, Dario; Moroni, Davide; Karanastasis, Efstathios; Andronikou, Vassiliki; Samuelsson, Christina; Lievens, Frederic; Berlo, Ad van; Staalduinen, Willeke van; Cabrera-Umpierrez, Maria Fernanda
International Congress on Information and Communication Technology 2022
[Conference Paper]


CareCam: Towards user-tailored Interventions at the Workplace using a Webcam
Kraft, Dimitri; Schmidt, A.; Büttner, Lea; Oschinsky, Frederike Marie; Lambusch, F.; Laerhoven, K. von; Bieber, Gerald; Fellmann, M.
International Conference on PErvasive Technologies Related to Assistive Environments 2022
[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
[Conference Paper]


A Post-Quantum Secure Subscription Concealed Identifier for 6G
Ulitzsch, V.Q.; Park, S.; Marzougui, S.; Seifert, Jean-Pierre
Conference on Security and Privacy in Wireless and Mobile Networks 2022
[Conference Paper]


Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan
Gesellschaft für Informatik, Special Interest Group on Biometrics (BIOSIG International Conference) 2022
[Conference Paper]


Physics-driven Digital Twin for Laser Powder Bed Fusion on GPUs
Ferreira, Stephanie; Klein, Benjamin; Stork, Andre; Fellner, Dieter
European Congress on Computational Methods in Applied Sciences and Engineering 2022
[Conference Paper]


Automated Classification of Crests on Pottery Sherds Using Pattern Recognition on 2D Images
Ritz, Martin; Santos, Pedro; Fellner, Dieter
Workshop on Graphics and Cultural Heritage 2022
[Conference Paper]


Interactive Visualization of Machine Learning Model Results Predicting Infection Risk
Schäfer, Steffen; Baumgartl, Tom; Wulff, A.; Kuijper, Arjan; Marschollek, M.; Scheithauer, S.; Landesberger, Tatiana von
Eurographics Conference on Visualization 2022
[Conference Paper]


A Structure from Motion Pipeline for Orthographic Multi-View Images
Neumann, Kai; Hoffmann, Philipp P.; Buelow, Max von; Knauthe, Volker; Wirth, Tristan; Kontermann, Christian; Kuijper, Arjan; Guthe, Stefan; Fellner, Dieter
International Conference on Image Processing 2022
[Conference Paper]


Comparison of CNN-based segmentation models for forest type classification
Kocon, Kevin; Krämer, Michel; Würz, Hendrik Martin
Conference on Geographic Information Science 2022
[Conference Paper]


Profiling and Visualizing GPU Memory Access and Cache Behavior of Ray Tracers
Buelow, Max von; Riemann, Kai; Guthe, Stefan; Fellner, Dieter
Eurographics Symposium on Parallel Graphics and Visualization 2022
[Conference Paper]


Utility-based performance evaluation of biometric sample quality assessment algorithms
Henniger, Olaf; Fu, Biying; Chen, Cong
Gesellschaft für Informatik, Special Interest Group on Biometrics (BIOSIG International Conference) 2022
[Conference Paper]


Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition
Huber, Marco; Terhörst, Philipp; Luu, Anh Thi; Damer, Naser; Kirchbuchner, Florian
International Conference on Pattern Recognition 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
[Paper]


Real-time indexing of point cloud data during LiDAR capture
Bormann, Pascal; Dorra, Tobias; Stahl, Bastian; Fellner, Dieter
Computer Graphics & Visual Computing 2022
[Conference Paper]


Visual Firewall Log Analysis - At the Border Between Analytical and Appealing
Schufrin, Marija; Lücke-Tieke, Hendrik; Kohlhammer, Jörn
Symposium on Visualization for Cyber Security 2022
[Conference Paper]


Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Winter Conference on Applications of Computer Vision (WACV) 2022
[Conference Paper]


A Deep Insight into Measuring Face Image Utility with General and Face-Specific Image Quality Metrics
Fu, Biying; Chen, Cong; Henniger, Olaf; Damer, Naser
Winter Conference on Applications of Computer Vision (WACV) 2022
[Conference Paper]


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]