Publications

Publications

The Effect of Wearing a Mask on Face Recognition Performance. An Exploratory Study
Damer, Naser; Grebe, Jonas Henry; Chen, Cong; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Gesellschaft für Informatik, Special Interest Group on Biometrics and Electronic Signatures (BIOSIG International Conference) 2020
[Conference Paper]


Vibroarthrography using Convolutional Neural Networks
Kraft, Dimitri; Bieber, Gerald
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2020
[Conference Paper]


Style-transfer GANs for Bridging the Domain Gap in Synthetic Pose Estimator Training
Rojtberg, Pavel; Pöllabauer, Thomas Jürgen; Kuijper, Arjan
International Conference on Artificial Intelligence and Virtual Reality (AIVR) 2020
[Conference Paper]


Capability-based Scheduling of Scientific Workflows in the Cloud
Krämer, Michel
International Conference on Data Science, Technology and Applications (DATA) 2020
[Conference Paper]


AI-based Anomaly Detection supported by Explainable AI
Wirtz, Marc Christopher
[Paper]


Cross-spectrum thermal to visible face recognition based on cascaded image synthesis
Mallat, Khawla; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Dugelay, Jean-Luc
International Conference on Biometrics (ICB) 2019
[Conference Paper]


Thermal and Cross-spectral Palm Image Matching in the Visual Domain by Robust Image Transformation
Bartuzi, Ewelina; Damer, Naser
International Conference on Biometrics (ICB) 2019
[Conference Paper]


Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions
Terhörst, Philipp; Zelch, Ines; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Biometrics - Theory, Applications and Systems (BTAS) 2019
[Conference Paper]


Realistic Dreams: Cascaded Enhancement of GAN-generated Imageswith an Example in Face Morphing Attacks
Damer, Naser; Boutros, Fadi; Saladie, Alexandra Moseguí; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Biometrics - Theory, Applications and Systems (BTAS) 2019
[Conference Paper]


Cross-Spectral Periocular Recognition by Cascaded Spectral Image Transformation
Raja, Kiran; Damer, Naser; Ramachandra, Raghavendra; Boutros, Fadi; Busch, Christoph
International Conference on Imaging Systems & Techniques (IST) 2019
[Conference Paper]


Minutiae-Based Gender Estimation for Full and Partial Fingerprints of Arbitrary Size and Shape
Terhörst, Philipp; Damer, Naser; Braun, Andreas; Kuijper, Arjan
Asian Conference on Computer Vision (ACCV) 2018
[Conference Paper]


D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation from Semantic Segmentation
Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Computer Vision (ICCV) 2019
[Conference Paper]


Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Computer Vision (ICCV) 2019
[Conference Paper]


AR Tracking with Hybrid, Agnostic and Browser Based Approach
Laxman Ahire, Amit; Basgier, Dennis
International Conference on Artificial Intelligence and Virtual Reality (AIVR) 2019
[Conference Paper]


Merge-SfM: Merging Partial Reconstructions
Fang, Meiling; Pollok, Thomas; Qu, Chengchao
British Machine Vision Conference (BMVC) 2019
[Conference Paper]


NetCapVis: Web-based Progressive Visual Analytics for Network Packet Captures
Ulmer, Alex; Sessler, David; Kohlhammer, Jörn
Symposium on Visualization for Cyber Security (VizSec) 2019
[Conference Paper]


Hand-Arm Vibration Estimation Using A Commercial Smartwatch
Matthies, Denys J.C.; Haescher, Marian; Bieber, Gerald; Nanayakkara, Suranga
International Conference on Hand-Arm Vibration 2019
[Conference Paper]


To Detect or not to Detect: The Right Faces to Morph
Damer, Naser; Saladie, Alexandra Moseguí; Zienert, Steffen; Wainakh, Yaza; Kirchbuchner, Florian; Kuijper, Arjan; Terhörst, Philipp
International Conference on Biometrics (ICB) 2019
[Conference Paper]


On Learning Joint Multi-biometric Representations by Deep Fusion
Damer, Naser; Dimitrov, Kristiyan; Braun, Andreas; Kuijper, Arjan
International Conference on Biometrics - Theory, Applications and Systems (BTAS) 2019
[Conference Paper]


Semi-automatic Segmentation of JIA-induced Inflammation in MRI Images of Ankle Joints
Wang, Anqi; Franke, Andreas; Wesarg, Stefan
Conference "Medical Imaging - Image Processing" 2019
[Conference Paper]


On the Generalization of Detecting Face Morphing Attacks as Anomalies: Novelty vs. Outlier Detection
Damer, Naser; Grebe, Jonas Henry; Zienert, Steffen; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Biometrics - Theory, Applications and Systems (BTAS) 2019
[Conference Paper]


Presenting a Data Imputation Concept to Support the Continuous Assessment of Human Vital Data and Activities
Haescher, Marian; Matthies, Denys J.C.; Krause, Silvio; Bieber, Gerald
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2019
[Conference Paper]


A Survey on Vibration and Sound Analysis for Disease Detection of Knee and Hip Joints
Kraft, Dimitri; Knaack, Franziska; Bader, Rainer; Portwich, Rene; Eichstaedt, Peter; Bieber, Gerald
International Workshop on Sensor-based Activity Recognition and Interaction (iWOAR) 2019
[Conference Paper]


Suppressing Gender and Age in Face Templates Using Incremental Variable Elimination
Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Biometrics (ICB) 2019
[Conference Paper]


A Multi-detector Solution Towards an Accurate and Generalized Detection of Face Morphing Attacks
Damer, Naser; Zienert, Steffen; Wainakh, Yaza; Moseguí Saladié, Alexandra; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on Information Fusion (FUSION) 2019
[Conference Paper]


Designing a Self-Aware Jacket
Rus, Silvia; Braun, Andreas; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2019
[Conference Paper]


Detecting Face Morphing Attacks by Analyzing the Directed Distances of Facial Landmarks Shifts
Damer, Naser; Boller, Viola; Wainakh, Yaza; Boutros, Fadi; Terhörst, Philipp; Braun, Andreas; Kuijper, Arjan
German Conference on Pattern Recognition (GCPR) 2018
[Conference Paper]


Underwater Color Restoration Using U-Net Denoising Autoencoder
Hashisho, Yousif; Albadawi, Mohamad; Krause, Tom; Lukas, Uwe von
International Symposium on Image and Signal Processing and Analysis (ISPA) 2019
[Conference Paper]


Ontology in Holonic Cooperative Manufacturing: A Solution to Share and Exchange the Knowledge
Sadik, Ahmed R.; Urban, Bodo
International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K) 2017
[Conference Paper]


E-Textile Capacitive Electrodes: Fabric or Thread
Rus, Silvia; Braun, Andreas; Kirchbuchner, Florian; Kuijper, Arjan
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2019
[Conference Paper]