Fraunhofer Institute for Computer Graphics Research IGD
Fraunhofer Institute for Computer Graphics Research IGD

Arjan Kuijper

Expand all Close all

Arjan Kuijper received his MSc in 1995 from the Department of Applied Mathematics, University of Twente, The Netherlands, and his PhD in 2002 from the Department of Computer Science and Mathematics, University of Utrecht, The Netherlands.

After a period as a post-doc at this university, he was an assistant research professor at the IT University of Copenhagen, Denmark from 2003 to 2005. In 2005 he started as senior researcher at the Johann Radon Institute for Computational and Applied Mathematics (RICAM), Linz, Austria.

Since 2008 he has been a research coach at the Fraunhofer IGD, Darmstadt, and coordinates the dissemination of scientific research results. In addition, he gives lectures at the TU Darmstadt. In 2009 he completed his habilitation at the Technical University of Graz, Austria, and since then has also been a private lecturer at the Institute for Computer Graphics and Vision (ICG) at TU Graz, a status that was transferred to TU Darmstadt in 2010.

In 2015, in cooperation with Fraunhofer IGD, he was appointed to a 6-year W3 professorship for Mathematical and Applied Visual Computing at the TU Darmstadt. He is the author of over 390 peer-reviewed publications and serves as a reviewer for many journals and conferences, as well as a program committee member and conference organizer. He is President of the International Association of Pattern Recognition (IAPR) and Associate Editor for Computer Vision and Image Understanding (CVIU), Pattern Recognition (PR) and The Visual Computer (TVCJ). His research interests include all aspects of mathematics-based methods for machine learning, computer vision, graphics, imaging, pattern recognition, interaction, and visualization.

 

Jahr
Year		Titel/Autor:in
Title/Author		Publikationstyp
Publication Type
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 A Comprehensive Study on Face Recognition Biases Beyond Demographics
Terhörst, Philipp; Kolf, Jan Niklas; Huber, Marco; Kirchbuchner, Florian; Damer, Naser; Morales, Aythami; Fierrez, Julian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Efficient Storage, Archiving, and Query Processing for Semantic Data in Smart Living
Khan, Daud Azim		 Master Thesis
2022 Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Visual Analytics on Enterprise Reports for Investment and Strategical Analysis
Nazir, Sibgha		 Master Thesis
2022 Indexing of LiDAR Point Clouds during Capture
Dorra, Tobias		 Master Thesis
2022 Identification of Interesting Areas and Provisioning of Guidance in Scatter Plots
Stemmer, Martin		 Bachelor Thesis
2022 The Overlapping Effect and Fusion Protocols of Data Augmentation Techniques in Iris PAD
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Acquisition of EFS and Capacitive Measurement Data on Low-Power and Connected IoT Devices
Wilmsdorff, Julian von; Lenhart, Malte; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Design, Implementation and Evaluation of AR/VR Scenarios in Space Exploration
Fischer, Marion		 Master Thesis
2022 Performance Comparison of E-Textile Electrode Properties in a Capacitive Proximity Sensing Setting
Faquiri, Silvia; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Neural Networks for Indoor Localization based on Electric Field Sensing
Kirchbuchner, Florian; Andres, Moritz; Wilmsdorff, Julian von; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Visual Comparison of Software Vulnerability Scanner Analysis
Friedrich, Ludwig Georg		 Bachelor Thesis
2022 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		 Konferenzbeitrag
Conference Paper
2022 Optimizations for Passive Electric Field Sensing
Wilmsdorff, Julian von; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Double Deep Q-Learning with Prioritized Experience Replay for Anomaly Detection in Smart Environments
Fährmann, Daniel; Jorek, Nils; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 On Evaluating Pixel-Level Face Image Quality Assessment
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 On the Effect of Synthetic Data Generation on Face Recognition Performance
Rieber, Tim Jannik		 Master Thesis
2022 Representation of Discovered Frequent Information in Compressed Log Files
Joewono, Jonathan Geraldi		 Bachelor Thesis
2022 Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems
Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models
Boutros, Fadi; Damer, Naser; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Intra-identity PatchSwap: On the Generalizability of Face Presentation Attack Detection
Ali, Hamza		 Master Thesis
2022 Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Stylized Rendering in the Style of Copperplate Engravings
Enders, Jan		 Master Thesis
2022 NetVisGame: Mobile Gamified Information Visualization of Home Network Traffic Data
Schufrin, Marija; Kuban, Katharina; Kuijper, Arjan; Kohlhammer, Jörn		 Konferenzbeitrag
Conference Paper
2022 Exploring Shift Operations as Attention Mechanism for Capturing Heterogeneous Information in Medical Image Segmentation
Rheude, Tillmann		 Master Thesis
2022 Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kaehm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Dynamic Adaptation for Serious Games in Hand Therapy
Kohlhas, Jonathan Maria		 Bachelor Thesis
2022 Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains
Boutros, Fadi		 Dissertation
Doctoral Thesis
2022 QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Boutros, Fadi; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation
Boutros, Fadi; Siebke, Patrick; Klemt, Marcel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Paper
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 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		 Konferenzbeitrag
Conference Paper
2022 Evaluation von Tabellenfeatures und ihr Einfluss auf die Güte von Tabellenähnlichkeitsmaßen
Rothenbacher, Erik		 Bachelor Thesis
2022 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		 Konferenzbeitrag
Conference Paper
2021 Person Re-Identification in a Car Seat: Comparison of Cosine Similarity and Triplet Loss based approaches on Capacitive Proximity Sensing data
Rus, Silvia; Nottebaum, Moritz; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 A Self-adaptive Learning Method for Motion Blur Kernel Estimation of the Single Image
Zhou, Wei; Hao, Xingxing; Cui, Jin; Yu, Yongxiang; Cao, Xin; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Towards Quality-Aware Face Recognition
Ihlefeld, Malte		 Bachelor Thesis
2021 Inside-out Tracking of Fastening Tools in Safety Relevant Applications
Botschek, David Tobias		 Master Thesis
2021 Partial Attack Supervision and Regional Weighted Inference for Masked Face Presentation Attack Detection
Fang, Meiling; Boutros, Fadi; Kuijper, Arjan; Damer, Naser		 Konferenzbeitrag
Conference Paper
2021 NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization
Wang, Caiyong; Wang, Yunlong; Zhang, Kunbo; Muhammad, Jawad; Lu, Tianhao; Zhang, Qi; Tian, Qichuan; He, Zhaofeng; Sun, Zhenan; Zhang, Yiwen; Liu, Tianbao; Yang, Wei; Wu, Dongliang; Liu, Yingfeng; Zhou, Ruiye; Wu, Huihai; Zhang, Hao; Wang, Junbao; Wang, Jiayi; Xiong, Wantong; Shi, Xueyu; Zeng, Shao; Li, Peihua; Sun, Haodong; Wang, Jing; Zhang, Jiale; Wang, Qi; Wu, Huijie; Zhang, Xinhui; Li, Haiqing; Chen, Yu; Chen, Liang; Zhang, Menghan; Sun, Ye; Zhou, Zhiyong; Boutros, Fadi; Damer, Naser; Kuijper, Arjan; Tapia, Juan; Valenzuela, Andrés; Busch, Christoph; Gupta, Gourav; Raja, Kiran; Wu, Xi; Li, Xiaojie; Yang, Jingfu; Jing, Hongyan; Wang, Xin; Kong, Bin; Yin, Youbing; Song, Qi; Lyu, Siwei; Hu, Shu; Premk, Leon; Vitek, Matej; Struc, Vitomir; Peer, Peter; Khiarak, Jalil Nourmohammadi; Jaryani, Farhang; Nasab, Samaneh Salehi; Moafinejad, Seyed Naeim; Amini, Yasin; Noshad, Morteza		 Konferenzbeitrag
Conference Paper
2021 Face Liveness Detection Competition (LivDet-Face) - 2021
Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Kantarci, Alperen; Demir, Basar; Yildiz, Zafer; Ghafoory, Zabi; Dertli, Hasan; Ekenel, Hazim Kemal; Vu, Son; Christophides, Vassilis; Dashuang, Liang; Guanghao, Zhang; Zhanlong, Hao; Junfu, Liu; Yufeng, Jin; Liu, Samo; Huang, Samuel; Kuei, Salieri; Singh, Jag Mohan; Ramachandra, Raghavendra		 Konferenzbeitrag
Conference Paper
2021 Semiautomatische Segmentierung von relevanten Gelenken zur Frühdiagnose von Psoriasis-Arthritis in Röntgenbildern
Bauer, Christoph		 Master Thesis
2021 A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet
Schufrin, Marija; Reynolds, Steven Lamarr; Kuijper, Arjan; Kohlhammer, Jörn		 Zeitschriftenaufsatz
Journal Article
2021 Development and Optimization of a Real-time Encoding and Decoding Pipeline for Heavily Compressed Video Data
Geibel, Marcel		 Bachelor Thesis
2021 ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
Damer, Naser; Raja, Kiran; Süßmilch, Marius; Venkatesh, Sushma; Boutros, Fadi; Fang, Meiling; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Analysis of Capacitive Proximity Sensing as Basis for Human Vehicle Interfaces
Frank, Sebastian		 Dissertation
Doctoral Thesis
2021 Analysis of Metrics for Image Comparison in the Context of Automated Testing of Iterative Rendering Technologies
Sue Sommer, Thu Helga		 Bachelor Thesis
2021 Handling of Backgrounds in Furniture Recognition with Neural Networks
Gottschalk, Maximilian		 Master Thesis
2021 Automation for camera-only 6D Object Detection
Rojtberg, Pavel		 Dissertation
Doctoral Thesis
2021 Explainable Face Image Quality Assessment
Huber, Marco		 Master Thesis
2021 Fluid Detection and Analysis in Ultrasonic Image Data Applying Artificial Intelligence
Callmer, Pia		 Bachelor Thesis
2021 MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Registration of EMT Positions and X-Ray Images in an Aortic Phantom
Grotz, Dennis		 Bachelor Thesis
2021 Process Mining for Workflow-Driven Assistance in Visual Trend Analytics
Badar, Shahrukh		 Master Thesis
2021 Towards Unsupervised Fingerprint Image Quality Assessment
Boller, André		 Bachelor Thesis
2021 On Soft-Biometric Information Stored in Biometric Face Embeddings
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Linoc: A Prototyping Platform for Capacitive and Passive Electrical Field Sensing
Wilmsdorff, Julian von; Lenhart, Malte; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Extending the Design Space of E-Textile Assistive Smart Environment Applications
Rus, Silvia		 Dissertation
Doctoral Thesis
2021 Material Segmentation for Visual aware Recommender Systems
Wiesmaier, Luca		 Master Thesis
2021 Optimising Immersive Virtual Reality Training to Improve Human Performance in Industry
Zürcher, Paul-David		 Bachelor Thesis
2021 Automatisierte Bilderverarbeitung für Ionenstrahldiagnostik
Endl, Barbara Sophie		 Bachelor Thesis
2021 Progressive Visual Analysis of Interdomain Routing Data
Feil, Alexander		 Bachelor Thesis
2021 Ontological Modelling of Non-Functional Characteristics of Devices in IoT systems
Audichya, Manasvi		 Master Thesis
2021 Visualisierung von Laufzeitdaten zur Unterstützung der Analyse von Softwarekomponenten in der AUTOSAR-basierten Entwicklung
Schäfer, Lukas		 Bachelor Thesis
2021 A Graphical Social Topology Model for RGB-D Multi-Person Tracking
Gao, Shan; Ye, Qixiang; Liu, Li; Kuijper, Arjan; Ji, Xiangyang		 Zeitschriftenaufsatz
Journal Article
2021 Analyse und Entwicklung einer Objektklassifizierung von Zusatzzeichen der StVO basierend auf Kameradaten eines automatisierten Fahrzeugs
Gröger, Simon		 Bachelor Thesis
2021 Progressives Indexieren von massiven Punktwolken mit Big-Data-Technologien
Kocon, Kevin		 Master Thesis
2021 Neural Architecture Search for Mobile Face Recognition
Siebke, Patrick		 Bachelor Thesis
2021 Visualizing Online Personal Data based on the Mental Models of Common Internet User Types
Starcevic, Natasa		 Master Thesis
2021 MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
Terhörst, Philipp; Boller, André; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Voronoi based Lattice infill Structures
Hoebelt, Dennis		 Bachelor Thesis
2021 Generalizing a Clustering of Units Visualization for Personal Cyber Analytics
Guski, Florian		 Master Thesis
2021 Analysis of the Usability of IPG Movie in a Car Maker-Simulation for the Development of Perception Algorithms for Automated Driving
Bonneschky, Marco		 Bachelor Thesis
2021 Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems
Terhörst, Philipp		 Dissertation
Doctoral Thesis
2021 User-Guided Visual Interactive Interface to extract Data from Personal Data Exports
Schröter, Julien Rene		 Bachelor Thesis
2021 Neural Radiance Fields for Real-time Object Pose Estimation on unseen Object Appearances
Werner, Christoph		 Master Thesis
2021 Adding Reason to the Blackbox: Building Surrogate Models Based on Adaptive Abstractions
Schmidt, Tim		 Master Thesis
2021 Adaptive Personalization in Driver Assistance Systems
Dang, Hien Quoc		 Dissertation
Doctoral Thesis
2021 Interactive Visualization of Model Results and their Comparison - regarding infection control in hospitals
Schäfer, Steffen		 Master Thesis
2021 Vollautomatische Initialisierung von Coupled-Shape-Modellen mithilfe von Deep Neural Networks
Singer, Maxim		 Bachelor Thesis
2021 Privacy-Enhancing Face Biometrics: A Comprehensive Survey
Meden, Blaz; Rot, Peter; Terhörst, Philipp; Damer, Naser; Kuijper, Arjan; Scheirer, Walter J.; Ross, Arun A.; Peer, Peter; Struc, Vitomir		 Zeitschriftenaufsatz
Journal Article
2021 Extended Evaluation of the Effect of Real and Simulated Masks on Face Recognition Performance
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Human-Centered Visual-Interactive Labeling in Active Learning Scenario
Hammacher, Christian		 Bachelor Thesis
2021 Detection of Fiber Defects Using Keypoints and Deep Learning
Siegmund, Dirk; Fu, Biying; José-García, Adán; Salahuddin, Ahmad Masood; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Modified ICP Algorithm for Tracking of CAD Geometries using Depth Data
Martens, Mirko		 Bachelor Thesis
2021 Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-Adaption and Few-Shot Learning
Fu, Biying; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Learning to Track Permanent Magnets by Example
Krumb, Henry John		 Master Thesis
2021 MFR 2021: Masked Face Recognition Competition
Boutros, Fadi; Damer, Naser; Kolf, Jan Niklas; Raja, Kiran; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan; Fang, Pengcheng; Zhang, Chao; Wang, Fei; Montero, David; Aginako, Naiara; Sierra, Basilio; Nieto, Marcos; Erakin, Mustafa Ekrem; Demir, Ugur; Ekenel, Hazim Kemal; Kataoka, Asaki; Ichikawa, Kohei; Kubo, Shizuma; Zhang, Jie; He, Mingjie; Han, Dan; Shan, Shiguang; Grm, Klemen; Struc, Vitomir; Seneviratne, Sachith; Kasthuriarachchi, Nuran; Rasnayaka, Sanka; Neto, Pedro C.; Sequeira, Ana F.; Pinto, Joao Ribeiro; Saffari, Mohsen; Cardoso, Jaime S.		 Konferenzbeitrag
Conference Paper
2021 Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2021 Progressive Bilateral-Context Driven Model for Post-Processing Person Re-Identification
Cao, Min; Chen, Chen; Dou, Hao; Hu, Xiyuan; Peng, Silong; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Development of a Method for the Fusion of Environment Perception Sensor Data for an Automated Vehicle
Uecker, Marc		 Master Thesis
2021 Comparing RGBD-based 6D Pose Estimation
Boche, Benjamin		 Bachelor Thesis
2021 Sensor Applications for Human Activity Recognition in Smart Environments
Fu, Biying		 Dissertation
Doctoral Thesis
2021 Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2021 Development of an AI Web Application to Train Radiologists in Deep Learning
Jestädt, Sebastian		 Master Thesis
2021 User Verification Using Handwritten Signatures/Signs for Unlocking a FIDO Authenticator
Krause, Florian		 Master Thesis
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica

Research Keywords: Computer Vision, 3D Imaging, Image Processing, Pattern Recognition, Biometry, Computer
Graphics, Human Computer Interaction, Biomedical Imaging, Applied Machine Learning, Mathematical Methods
for Computer Vision and Image Processing: Variational Methods, Partial Differential Equations, and Singularity
Theory.

Publications and citations according to
• OrCID: https://orcid.org/0000-0002-6413-0061
• Google scholar: http://scholar.google.de/citations?user=yy68pbIAAAAJ
• DBLP: http://dblp.uni-trier.de/pers/hc/k/Kuijper:Arjan.html
• Scopus: https://www.scopus.com/authid/detail.uri?origin=resultslist&authorId=56131137100&zone=