Arjan Kuijper

Arjan Kuijper erwarb 1995 den MSc am Institut für Angewandte Mathematik der Universität Twente, Niederlande, und promovierte 2002 am Institut für Computer Science und Mathematik der Universität Utrecht, Niederlande, zum PhD.

 

Nach einer Zeit als Post-doc an dieser Universität war er von 2003 bis 2005 Assistent Research Professor an der IT Universität Kopenhagen, Dänemark. 2005 begann er als Forschungsleiter am Johann Radon Institute for Computational and Applied Mathematics (RICAM), Linz, Österreich.

 

Seit 2008 ist er Research Coach am Fraunhofer-Institut für Graphische Datenverarbeitung (IGD), Darmstadt, und koordiniert die Verbreitung wissenschaftlicher Forschungsergebnisse. Zusätzlich hält er Vorlesungen an der TU Darmstadt. 2009 schloss er seine Habilitation an der Technischen Universität Graz, Österreich, ab und ist seitdem auch Privatdozent am Institute for Computer Graphics and Vision (ICG) der TU Graz, ein Status, der 2010 an die TU Darmstadt übertragen wurde.

 

2015 wurde er in Zusammenarbeit mit dem Fraunhofer IGD auf eine 6-jährige W3-Professur für Mathematisches und Angewandtes Visual Computing an der TU Darmstadt berufen. Er ist Autor von über 390 begutachteten Veröffentlichungen und fungiert als Gutachter für viele Zeitschriften und Konferenzen sowie als Mitglied des Programmkomitees und Organisator von Konferenzen. Er ist Präsident der International Association of Pattern Recognition und Associate Editor für Computer Vision and Image Understanding, Pattern Recognition und The Visual Computer. Seine Forschungsinteressen umfassen alle Aspekte mathematikbasierter Methoden für maschinelles Lernen, Computer Vision, Grafik, Bildgebung, Mustererkennung, Interaktion und Visualisierung.

 

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 Efficient Storage, Archiving, and Query Processing for Semantic Data in Smart Living
Khan, Daud Azim
Master Thesis
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 Performance Comparison of E-Textile Electrode Properties in a Capacitive Proximity Sensing Setting
Faquiri, Silvia; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Design, Implementation and Evaluation of AR/VR Scenarios in Space Exploration
Fischer, Marion
Master Thesis
2022 Visual Comparison of Software Vulnerability Scanner Analysis
Friedrich, Ludwig Georg
Bachelor Thesis
2022 On the Effect of Synthetic Data Generation on Face Recognition Performance
Rieber, Tim Jannik
Master Thesis
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 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Paper
2022 Identification of Interesting Areas and Provisioning of Guidance in Scatter Plots
Stemmer, Martin
Bachelor Thesis
2022 Visual Analytics on Enterprise Reports for Investment and Strategical Analysis
Nazir, Sibgha
Master 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 Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Indexing of LiDAR Point Clouds during Capture
Dorra, Tobias
Master Thesis
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 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 Stylized Rendering in the Style of Copperplate Engravings
Enders, Jan
Master Thesis
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 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 Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Exploring Shift Operations as Attention Mechanism for Capturing Heterogeneous Information in Medical Image Segmentation
Rheude, Tillmann
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 Dynamic Adaptation for Serious Games in Hand Therapy
Kohlhas, Jonathan Maria
Bachelor Thesis
2022 Evaluation von Tabellenfeatures und ihr Einfluss auf die Güte von Tabellenähnlichkeitsmaßen
Rothenbacher, Erik
Bachelor Thesis
2022 Intra-identity PatchSwap: On the Generalizability of Face Presentation Attack Detection
Ali, Hamza
Master Thesis
2021 MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Fluid Detection and Analysis in Ultrasonic Image Data Applying Artificial Intelligence
Callmer, Pia
Bachelor Thesis
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 Inside-out Tracking of Fastening Tools in Safety Relevant Applications
Botschek, David Tobias
Master Thesis
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 Automation for camera-only 6D Object Detection
Rojtberg, Pavel
Dissertation
Doctoral Thesis
2021 Explainable Face Image Quality Assessment
Huber, Marco
Master 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 Process Mining for Workflow-Driven Assistance in Visual Trend Analytics
Badar, Shahrukh
Master 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 Registration of EMT Positions and X-Ray Images in an Aortic Phantom
Grotz, Dennis
Bachelor Thesis
2021 Towards Unsupervised Fingerprint Image Quality Assessment
Boller, André
Bachelor Thesis
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 Linoc: A Prototyping Platform for Capacitive and Passive Electrical Field Sensing
Wilmsdorff, Julian von; Lenhart, Malte; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Learning to Track Permanent Magnets by Example
Krumb, Henry John
Master 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 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 Towards Quality-Aware Face Recognition
Ihlefeld, Malte
Bachelor Thesis
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 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 Semiautomatische Segmentierung von relevanten Gelenken zur Frühdiagnose von Psoriasis-Arthritis in Röntgenbildern
Bauer, Christoph
Master 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 Development and Optimization of a Real-time Encoding and Decoding Pipeline for Heavily Compressed Video Data
Geibel, Marcel
Bachelor 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 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 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 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 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 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 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 Analysis of Capacitive Proximity Sensing as Basis for Human Vehicle Interfaces
Frank, Sebastian
Dissertation
Doctoral Thesis
2021 Voronoi based Lattice infill Structures
Hoebelt, Dennis
Bachelor 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 Generalizing a Clustering of Units Visualization for Personal Cyber Analytics
Guski, Florian
Master 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 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 Vollautomatische Initialisierung von Coupled-Shape-Modellen mithilfe von Deep Neural Networks
Singer, Maxim
Bachelor Thesis
2021 Analyse und Entwicklung einer Objektklassifizierung von Zusatzzeichen der StVO basierend auf Kameradaten eines automatisierten Fahrzeugs
Gröger, Simon
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 Visualizing Online Personal Data based on the Mental Models of Common Internet User Types
Starcevic, Natasa
Master 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 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 Optimising Immersive Virtual Reality Training to Improve Human Performance in Industry
Zürcher, Paul-David
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 Adding Reason to the Blackbox: Building Surrogate Models Based on Adaptive Abstractions
Schmidt, Tim
Master Thesis
2021 Neural Radiance Fields for Real-time Object Pose Estimation on unseen Object Appearances
Werner, Christoph
Master Thesis
2021 Human-Centered Visual-Interactive Labeling in Active Learning Scenario
Hammacher, Christian
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 Interactive Visualization of Model Results and their Comparison - regarding infection control in hospitals
Schäfer, Steffen
Master Thesis
2021 User-Guided Visual Interactive Interface to extract Data from Personal Data Exports
Schröter, Julien Rene
Bachelor Thesis
2021 Adaptive Personalization in Driver Assistance Systems
Dang, Hien Quoc
Dissertation
Doctoral Thesis
2021 Mitigating Soft-Biometric Driven Bias and Privacy Concerns in Face Recognition Systems
Terhörst, Philipp
Dissertation
Doctoral Thesis
2021 Development of an AI Web Application to Train Radiologists in Deep Learning
Jestädt, Sebastian
Master Thesis
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 User Verification Using Handwritten Signatures/Signs for Unlocking a FIDO Authenticator
Krause, Florian
Master Thesis
2021 PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection
Damer, Naser; Spiller, Noémie Catherine Hélène; Fang, Meiling; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Reducing Deep Face Recognition Model Memory Footprint via Quantization
Tu, Ha Hai
Bachelor Thesis
2020 Style-transfer GANs for Bridging the Domain Gap in Synthetic Pose Estimator Training
Rojtberg, Pavel; Pöllabauer, Thomas Jürgen; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Einführung von Serious-Gaming Techniken in die Digitale Physiotherapie der Zukunft
Becker, Hagen
Master Thesis
2020 STYLE: Style Transfer for Synthetic Training of a YoLo6D Pose Estimator
Pöllabauer, Thomas Jürgen
Master Thesis
2020 Segmentation of Cropland Field Parcels from SAR-based Phenological Stage Probability Maps
Keßel, Julian Nicola Yves
Master Thesis
2020 Methods for Large-Scale Image-Based Localization Using Structure-from-Motion Point Clouds
Cheng, Wentao
Dissertation
Doctoral Thesis
2020 NannyCaps - Monitoring Child Conditions and Activity in Automotive Applications Using Capacitive Proximity Sensing
Frank, Sebastian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Iris and Periocular Biometrics for Head Mounted Displays. Segmentation, Recognition, and Synthetic Data Generation
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 KI basierte automatische Lymphknotendetektion für Ultraschall
Bauer, Markus
Bachelor Thesis
2020 Improved estimation of motion blur parameters for restoration from a single image
Zhou, Wei; Hao, Xingxing; Wang, Kaidi; Zhang, Zhenyang; Yu, Yongxiang; Su, Haonan; Li, Kang; Cao, Xin; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 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
Zeitschriftenaufsatz
Journal Article
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=