Publications

Publications

On the Quality and Diversity of Synthetic Face Data and its Relation to the Generator Training Data
Fu, Biying; Klemt, Marcel; Boutros, Fadi; Damer, Naser
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders
Damer, Naser; Fang, Meiling; Siebke, Patrick; Kolf, Jan Niklas; Huber, Marco; Boutros, Fadi
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


Uncertainty-aware Comparison Scores for Face Recognition
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


Optimization-Based Improvement of Face Image Quality Assessment Techniques
Babnik, Žiga; Damer, Naser; Štruc, Vitomir
International Workshop on Biometrics and Forensics 2023
[Conference Paper]


KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases
Höhn, Markus; Schwindt, Sarah; Hahn, Sara; Patyna, Sammy; Büttner, Stefan; Kohlhammer, Jörn
International Workshop on Visual Analytics 2023
[Conference Paper]


SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data
Fang, Meiling; Huber, Marco; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition
Kolf, Jan Niklas; Rieber, Tim Jannik; Elliesen, Jurek; Boutros, Fadi; Kuijper, Arjan; Damer, Naser
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


A machine learning method for the identification and characterization of novel COVID-19 drug targets
Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger
[Journal Article]


Metrikensysteme als Beitrag zur Umsetzung des risikobasierten Ansatzes
Gärtner, Tanya; Selzer, Annika
[Journal Article]


Personenbezogenheit vs. Anonymität
Stummer, Sarah
[Journal Article]


Digitalisierung in Deutschland: Ein Vergleich zu Südkorea und Singapur
Engelbrecht, Stefan; Gerber, Jens; Gyollai, Michael; Rosch, Philipp; Schulz, Cord C.; Selzer, Annika
[Journal Article]


Ohne Cybersicherheit kein Datenschutz, ohne Datenschutz keine Cybersicherheit?
Boll, Alina
[Journal Article]


Potentials and Limits of Filter Technology for the Regulation of Hate Speech and Fake News
Steinebach, Martin
[Book Article]


How applicable are attribute-based approaches for human-centered ranking creation?
Barth, Clara-Maria; Schmid, Jenny; Ibrahim, Al-Hazwani; Sachdeva, Madhav; Cibulski, Lena; Bernard, Jürgen
[Journal Article]


SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Proença, Hugo; Damer, Naser
[Journal Article]


BatNet: a deep learning-based tool for automated bat species identification from camera trap images
Krivek, Gabriella; Gillert, Alexander; Harder, Martin; Fritze, Marcus; Frankowski, Karina; Timm, Luisa; Meyer‐Olbersleben, Liska; Lukas, Uwe Freiherr von; Kerth, Gerald; Schaik, Jaap van
[Journal Article]


Synthetic data for face recognition: Current state and future prospects
Boutros, Fadi; Struc, Vitomir; Fierrez, Julian; Damer, Naser
[Journal Article]


Inconsistencies in Darknet Researches
Platzer, Florian; Lux, Alexandra
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Scraping and Analyzing Data of a Large Darknet Marketplace
Yannikos, York; Heeger, Julian; Steinebach, Martin
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Image Hashing Robust Against Cropping and Rotation
Steinebach, Martin; Berwanger, Tiberius; Liu, Huajian
International Conference on Availability, Reliability and Security 2022
[Journal Article]


Learning Needle Placement in Soft Tissue With Robot-assisted Navigation
Lautenschläger, Philipp; Rathmann, Nils; Rothfuss, Andreas; Kuhne, Markus; Stork, Simon; Noll, Matthias; Hetjens, Svetlana; Schoenberg, Stefan O.; Stallkamp, Jan; Diehl, Steffen
[Journal Article]


Distortion-Based Transparency Detection Using Deep Learning on a Novel Synthetic Image Dataset
Knauthe, Volker; Pöllabauer, Thomas; Faller, Katharina; Kraus, Maurice; Wirth, Tristan; Buelow, Max von; Kuijper, Arjan; Fellner, Dieter
Scandinavian Conference on Image Analysis 2023
[Conference Paper]


Detection and Pose Estimation of Flat, Texture-Less Industry Objects on HoloLens Using Synthetic Training
Pöllabauer, Thomas; Rücker, Fabian; Franek, Andreas; Gorschlüter, Felix
Scandinavian Conference on Image Analysis 2023
[Conference Paper]


Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
Gillert, Alexander; Resente, Giulia; Anadon-Rosell, Alba; Wilmking, Martin; Lukas, Uwe Freiherr von
Conference on Computer Vision and Pattern Recognition 2023
[Paper]


Deep Fake - Visuelle Manipulation medialer Inhalte
Steinebach, Martin
Tagung "Interkommunale Zusam­men­arbeit (IKZ) im Bereich der Cybersicherheit" 2022
[Conference Paper]


Greetings From the New EIC
Stork, Andre


Multi-Printer Learning Framework for Efficient Optical Printer Characterization
Chen, Danwu; Urban, Philipp
[Journal Article]


As good as human experts in detecting plant roots in minirhizotron images but efficient and reproducible: the convolutional neural network "RootDetector"
Peters, Bo; Blume-Werry, Gesche; Gillert, Alexander; Schwieger, Sarah; Lukas, Uwe Freiherr von; Kreyling, Jürgen
[Journal Article]


Tracking Growth and Decay of Plant Roots in Minirhizotron Images
Gillert, Alexander; Peters, Bo; Lukas, Uwe Freiherr von; Kreyling, Jürgen; Blume-Werry, Gesche
Winter Conference on Applications of Computer Vision 2023
[Conference Paper]