Publications
Publications
Vibroarthrography using Convolutional Neural Networks
Kraft, Dimitri; Bieber, Gerald
International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) 2020
[Conference Paper]
Analysis of Schedule and Layout Tuning for Sparse Matrices with Compound Entries on GPUs
Mueller-Roemer, Johannes; Stork, André; Fellner, Dieter W.
[Journal Article]
PE-MIU: A Training-Free Privacy-Enhancing Face Recognition Approach Based on Minimum Information Units
Terhörst, Philipp; Riehl, Kevin; Damer, Naser; Rot, Peter; Bortolato, Blaz; Kirchbuchner, Florian; Struc, Vitomir; Kuijper, Arjan
[Journal Article]
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]
Automatic procedural model generation for 3D object variation
Getto, Roman; Kuijper, Arjan; Fellner, Dieter W.
[Journal Article]
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]
Automated Cephalometric Landmark Localization using a Coupled Shape Model
Wirtz, Andreas; Lam, Julian; Wesarg, Stefan
German Society for Biomedical Engineering (BMT Annual Conference) 2020
[Journal Article]
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]
Unsupervised Privacy-enhancement of Face Representations Using Similarity-sensitive Noise Transformations
Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
[Journal Article]
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]
An Image-based Kinematic Model of the Tibiotalar and Subtalar Joints and its Application to Gait Analysis in Children with Juvenile Idiopathic Arthritis
Montefiori, Erica; Modenese, Luca; Marco, Roberto di; Magni-Manzoni, Silvia; Malattia, Clara; Petrarca, Maurizio; Ronchetti, Anna; Tanturri De Horatio, Laura; Dijkhuizen, Pieter van; Wang, Anqi; Wesarg, Stefan; Viceconti, Marco; Mazzà, Claudia
[Journal Article]
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]
Linking Joint Impairment and Gait Biomechanics in Patients with Juvenile Idiopathic Arthritis
Montefiori, Erica; Modenese, Luca; Marco, Roberto di; Magni-Manzoni, Silvia; Malattia, Clara; Petrarca, Maurizio; Ronchetti, Anna; Tanturri De Horatio, Laura; Dijkhuizen, Pieter van; Wang, Anqi; Wesarg, Stefan; Viceconti, Marco; Mazzà, Claudia
[Journal Article]
Combining Background Subtraction Algorithms with Convolutional Neural Network
Zeng, Dong-dong; Zhu, Ming; Kuijper, Arjan
[Journal Article]
Merge-SfM: Merging Partial Reconstructions
Fang, Meiling; Pollok, Thomas; Qu, Chengchao
British Machine Vision Conference (BMVC) 2019
[Conference Paper]
An Adaptive Two-scale Image Fusion of Visible and Infrared Images
Han, Xiyu; Lv, Tao; Song, Xiangyu; Nie, Ting; Liang, Huaidan; He, Bin; Kuijper, Arjan
[Journal Article]
iWOAR 2019, 6th international Workshop on Sensor-based Activity Recognition and Interaction. Proceedings
International Workshop on Sensor-based Activity Recognition and Interaction (iWOAR) 2019
[Conference Proceeding]
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]
Histograms of Gaussian normal distribution for 3D feature matching in cluttered scenes
Zhou, Wei; Ma, Calwen; Yao, Tong; Chang, Peng; Zhang, Qi; Kuijper, Arjan
[Journal Article]
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]