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

Arjan Kuijper

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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
2023 Fairer Face Recognition Through Individual Score Normalisation
Hempel, Philipp Valentin		 Bachelor Thesis
2023 On the Development of Face Recognition using Synthetic Data and Unsupervised Representation Learning
Klemt, Marcel		 Master Thesis
2023 Explaining Face Image Quality with SHAP
Rethfeld, Louis Paul		 Bachelor Thesis
2023 Analysing Variational Autoencoder-based Anomaly Detection with Biometric Data
Born, Markus		 Bachelor Thesis
2023 Evaluation of Function as a Service for Cloud Workflows
Klohr, Hannah		 Bachelor Thesis
2023 On the Origin of Gender Bias in Face Recognition
Kurz, Paul Jonas		 Bachelor Thesis
2023 Unsupervised Face Recognition using Unlabeled Synthetic Data
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser		 Konferenzbeitrag
Conference Paper
2023 Animierte Transformationen zwischen drei unterschiedlichen Visualisierungen zu medizinischen Daten
Baumgartl, Tom		 Master Thesis
2023 Boosting the Generalizability and Fairness of Presentation Attack Detection
Fang, Meiling		 Dissertation
Doctoral Thesis
2023 Vergleich von drei Verfahren zur Erstellung von künstlicher Transparenz
Henrich, Hennes		 Bachelor Thesis
2023 Identity Synthesis via Latent Diffusion Models for Accurate Face Recognition
Grebe, Jonas Henry		 Master Thesis
2023 Uncertainty-aware Comparison Scores for Face Recognition
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser		 Konferenzbeitrag
Conference Paper
2023 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		 Paper
2023 Migrating Monolithic Applications to Function as a Service
Würz, Hendrik Martin; Krämer, Michel; Kaster, Marvin; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2023 Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
Terhörst, Philipp; Huber, Marco; Damer, Naser; Kirchbuchner, Florian; Raja, Kiran; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2023 Approximation of Router Geolocation and Route Visualization
Wagner, Felix		 Bachelor Thesis
2023 Enhancing Depth Estimate Quality of Neural Radiance Fields (NeRFs)
Zheng, Teh-Hai Julian		 Master Thesis
2023 A Combined Renderer for Neural Radiance Fields and Meshed Objects
Özkara, Bekir		 Master Thesis
2023 Implementing Deep G-Buffers for Stable Global Illumination Approximation with Vulkan and a Security Analysis of Linux Vulkan GPU Drivers
Schulz, Urs		 Master Thesis
2023 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		 Konferenzbeitrag
Conference Paper
2023 Mesh Synthesis Based on Neural Radiance Fields
Ciotta, Luca		 Bachelor Thesis
2023 Interactive Configuration of Multiple Dependent Parameters
Fischer, Marc		 Bachelor Thesis
2023 Analysis of Uncertainty Estimation Methods to Detect Drifts in Data Streams
Winter, Anton		 Bachelor Thesis
2023 Backdoor Attacks on Face Recognition Systems
Dane, Leonidas		 Bachelor Thesis
2023 QMagFace: Simple and Accurate Quality-Aware Face Recognition
Terhörst, Philipp; Ihlefeld, Malte; Huber, Marco; Damer, Naser; Kirchbuchner, Florian; Raja, Kiran; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2023 Simulation optischer 3D Scanner
Dambeck, Daniel		 Bachelor Thesis
2023 Komprimierung von materialwissenschaftlichen Bilddaten
Abbenante, Alessandro Michele		 Bachelor Thesis
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Identification of Interesting Areas and Provisioning of Guidance in Scatter Plots
Stemmer, Martin		 Bachelor 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 Indexing of LiDAR Point Clouds during Capture
Dorra, Tobias		 Master Thesis
2022 Visual Analytics on Enterprise Reports for Investment and Strategical Analysis
Nazir, Sibgha		 Master Thesis
2022 Efficient Storage, Archiving, and Query Processing for Semantic Data in Smart Living
Khan, Daud Azim		 Master Thesis
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 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 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 Modifications to Neural Radiance Fields for Object Pose Estimation on unseen Object Appearances
Cao, Susanna		 Master Thesis
2022 Dense Stereo Object Pose Estimation
Emrich, Jan		 Master 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 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 Enhancing Recommendations in Visual Programming Environments
Liao, Jilin		 Bachelor Thesis
2022 Optimizations for Passive Electric Field Sensing
Wilmsdorff, Julian von; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Entwicklung eines Lidarray-tracing Algorithmus mit Hilfe von OptiX
Walter, Angelo		 Master Thesis
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 Visual Comparison of Software Vulnerability Scanner Analysis
Friedrich, Ludwig Georg		 Bachelor Thesis
2022 Neural Networks for Indoor Localization based on Electric Field Sensing
Kirchbuchner, Florian; Andres, Moritz; Wilmsdorff, Julian von; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Bias Exploration and Mitigation in Face Presentation Attack Detection Systems
Yang, Wufei		 Bachelor Thesis
2022 A Study on Subdivision and Displacement for Higher-Order Lagrange Elements in 3D Printing
Jariwala, Jigar		 Bachelor Thesis
2022 Low-resolution Iris Recognition via Knowledge Distillation
Kähm, Olga		 Master Thesis
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 Stylized Rendering in the Style of Copperplate Engravings
Enders, Jan		 Master Thesis
2022 Progressive Indexing of Geospatial Data
Göhringer, Patrick Hugo Waldemar		 Bachelor Thesis
2022 Dynamic Adaptation for Serious Games in Hand Therapy
Kohlhas, Jonathan Maria		 Bachelor 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 Intra-identity PatchSwap: On the Generalizability of Face Presentation Attack Detection
Ali, Hamza		 Master Thesis
2022 Passive Electric Field Sensing for Ubiquitous and Environmental Perception
Wilmsdorff, Julian von		 Dissertation
Doctoral Thesis
2022 Reducing Deployment Cost for Passive Electric Field Sensors
Wilmsdorff, Julian von; Kolf, Jan Niklas; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Optimierung der Markerverteilung zur geometrischen Kalibrierung in Cone-Beam-CT
Ballmann, Dorothea		 Bachelor Thesis
2022 Multi View Focus Stacking
Wempe, Leon Julia		 Master Thesis
2022 PatchSwap: Boosting the Generalizability of Face Presentation Attack Detection by Identity-aware Patch Swapping
Fang, Meiling; Hamza, Ali; Kuijper, Arjan; Damer, Naser		 Konferenzbeitrag
Conference Paper
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Evaluation of a Deep Neural Network for Full-Reference Image Quality Assessment in the Context of 3D Data Visualization
Fix, Niklas		 Master Thesis
2022 On the (Limited) Generalization of MasterFace Attacks and its Relation to the Capacity of Face Representations
Terhörst, Philipp; Bierbaum, Florian; Huber, Marco; Damer, Naser; Kirchbuchner, Florian; Raja, Kiran; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 Realistic Simulation Techniques for Evaluating 3D Scanning Setups
Dworski, Patrick		 Master Thesis
2022 Convert a High-Polygon Mesh to a Low-Polygon Mesh with a Displacement Map
Lemke, Nick		 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 Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach
Vitek, Matej; Das, Abhijit; Lucio, Diego Rafael; Zanlorensi , Luiz Antonio; Menotti, David; Shahpar, Mohsen Akbari; Khiarak, Jalil Nourmohammadi; Asgari-Chenaghlu, Meysam; Jaryani, Farhang; Valenzuela, Andres; Tapia, Juan E.; Wang, Caiyong; Raja, Kiran; Wang, Yunlong; Kumar, S.V. Aruna; Boutros, Fadi; Damer, Naser; He, Zhaofeng; Kuijper, Arjan; Grebe, Jonas Henry; Harish, B. S.; Pal, Umapada; Peer, Peter; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Gupta, Gourav; Struc, Vitomir; Sun, Zhenan		 Zeitschriftenaufsatz
Journal Article
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 A Generic Neighborhood Information Extraction Mechanism for High-resolution Remote Sensing Image Segmentation
Oestreich, Lennart Frederik		 Bachelor Thesis
2022 Representation of Discovered Frequent Information in Compressed Log Files
Joewono, Jonathan Geraldi		 Bachelor 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 Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 Zeitschriftenaufsatz
Journal Article
2022 Acceleration of an Autoencoder using a FPGA-SoC in a High-Performance Node of a Distributed Onboard Computer
Freitag, Timo		 Master Thesis
2022 Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
Huber, Marco; Terhörst, Philipp; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan		 Konferenzbeitrag
Conference Paper
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan		 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 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 Evaluation von Tabellenfeatures und ihr Einfluss auf die Güte von Tabellenähnlichkeitsmaßen
Rothenbacher, Erik		 Bachelor Thesis
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 Studie über die Anforderungen an die Nutzungsqualität von Visuellen Datenflusseditoren
Bihler, Yvonne		 Bachelor Thesis
2022 3D Reconstruction of Static Indoor Scenes and Objects with Monocular Image Sequences
Dornauf, Ares		 Master Thesis
2022 Investigating the Generalizability of MasterFace Attacks on Face Recognition Systems
Bierbaum, Florian		 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 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 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 Inside-out Tracking of Fastening Tools in Safety Relevant Applications
Botschek, David Tobias		 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 Semiautomatische Segmentierung von relevanten Gelenken zur Frühdiagnose von Psoriasis-Arthritis in Röntgenbildern
Bauer, Christoph		 Master Thesis
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 Analysis of Capacitive Proximity Sensing as Basis for Human Vehicle Interfaces
Frank, Sebastian		 Dissertation
Doctoral 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 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
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=