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
2024 Fairness in Face Presentation Attack Detection
Fang, Meiling; Yang, Wufei; Kuijper, Arjan; S̆truc, Vitomir; Damer, Naser
Zeitschriftenaufsatz
Journal Article
2024 Migrating Monolithic Applications to Function as a Service
Würz, Hendrik Martin; Krämer, Michel; Kaster, Marvin; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2024 Ubiquitous Multi-Occupant Detection in Smart Environments
Fährmann, Daniel; Boutros, Fadi; Kubon, Philipp; Kirchbuchner, Florian; Kuijper, Arjan; Damer, Naser
Zeitschriftenaufsatz
Journal Article
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 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 Analysing Variational Autoencoder-based Anomaly Detection with Biometric Data
Born, Markus
Bachelor Thesis
2023 IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
Boutros, Fadi; Grebe, Jonas Henry; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 Synthetic Pose Dataset
Sterz, Hannah
Master Thesis
2023 Unsupervised Face Recognition using Unlabeled Synthetic Data
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 On the Origin of Gender Bias in Face Recognition
Kurz, Paul Jonas
Bachelor Thesis
2023 Vergleich von drei Verfahren zur Erstellung von künstlicher Transparenz
Henrich, Hennes
Bachelor Thesis
2023 Patch-based Discriminative Learning for Iris Presentation Attack Detection
Ott, Janosch
Bachelor Thesis
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 Identity Synthesis via Latent Diffusion Models for Accurate Face Recognition
Grebe, Jonas Henry
Master Thesis
2023 Tabellenvisualisierung und -Navigation mit einem Minimal-Zoom Überblick
Ohl, Julian Michael
Bachelor Thesis
2023 Evaluation of Function as a Service for Cloud Workflows
Klohr, Hannah
Bachelor Thesis
2023 Real-Time Indexing of Arbitrarily Attributed Point Clouds
Hermann, Paul
Bachelor 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
Konferenzbeitrag
Conference Paper
2023 IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models
Boutros, Fadi; Grebe, Jonas Henry; Kuijper, Arjan; Damer, Naser
Paper
2023 Backdoor Attacks on Face Recognition Systems
Dane, Leonidas
Bachelor 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 Transparency Detection from Multi-View Data
Chahota, Karanveer Singh
Master Thesis
2023 In Situ Code Profiling IDE Feedback for CUDA Applications
Pauli, Armin
Bachelor Thesis
2023 User-Centered Table Augmentation
Pöhlmann, Linda
Bachelor Thesis
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 A Combined Renderer for Neural Radiance Fields and Meshed Objects
Özkara, Bekir
Master Thesis
2023 Making Noise - Improving Seismocardiography Based Heart Analysis with Denoising Autoencoders
Burian, Jonas; Tödtmann, Helmut; Haescher, Marian; Aehnelt, Mario; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2023 Segmenting Transparent Structures in Real Life
Weitz, Paul Jakob
Bachelor Thesis
2023 Approximation of Router Geolocation and Route Visualization
Wagner, Felix
Bachelor Thesis
2023 Hierarchical Compression of Geometry and Bounding Volume Hierarchies using Dynamic Bit Wise Encoding for Memory Efficient Ray Tracing on the GPU
Ditzinger, Amon
Master Thesis
2023 Explaining Face Image Quality with SHAP
Rethfeld, Louis Paul
Bachelor Thesis
2023 Transparency Segmentation by Region Similarity on Stereo Images
Erni, Michael
Bachelor Thesis
2023 Robustness of Image Segmentation Models for Images taken through Transparent Structures
Metzler, Simon Konstantin
Master Thesis
2023 Interactive Configuration of Multiple Dependent Parameters
Fischer, Marc
Bachelor Thesis
2023 Mesh Synthesis Based on Neural Radiance Fields
Ciotta, Luca
Bachelor Thesis
2023 Analysis of Uncertainty Estimation Methods to Detect Drifts in Data Streams
Winter, Anton
Bachelor Thesis
2023 Simulation optischer 3D Scanner
Dambeck, Daniel
Bachelor Thesis
2023 Enhancing Depth Estimate Quality of Neural Radiance Fields (NeRFs)
Zheng, Teh-Hai Julian
Master Thesis
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 Point Cloud Quality Metrics for Incremental Image-based 3D Reconstruction
Neumann, Kai
Master Thesis
2023 Komprimierung von materialwissenschaftlichen Bilddaten
Abbenante, Alessandro Michele
Bachelor Thesis
2023 Surface Reconstruction of Transparent Structures using Neural Volumetric Representations
Jamili, Aria
Master Thesis
2023 Investigation and Improvements of Neural Field Efficiency and Quality
Berman, David
Master Thesis
2023 ExFaceGAN: Exploring Identity Directions in GAN’s Learned Latent Space for Synthetic Identity Generation
Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser
Konferenzbeitrag
Conference Paper
2023 One-to-many Reconstruction of 3D Geometry of cultural Artifacts using a synthetically trained Generative Model
Pöllabauer, Thomas; Kühn, Julius; Li, Jiayi; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; 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 Identification of Interesting Areas and Provisioning of Guidance in Scatter Plots
Stemmer, Martin
Bachelor Thesis
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 Visual Comparison of Software Vulnerability Scanner Analysis
Friedrich, Ludwig Georg
Bachelor Thesis
2022 Bias Exploration and Mitigation in Face Presentation Attack Detection Systems
Yang, Wufei
Bachelor Thesis
2022 Design, Implementation and Evaluation of AR/VR Scenarios in Space Exploration
Fischer, Marion
Master 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 Enhancing Recommendations in Visual Programming Environments
Liao, Jilin
Bachelor Thesis
2022 Entwicklung eines Lidarray-tracing Algorithmus mit Hilfe von OptiX
Walter, Angelo
Master Thesis
2022 On the Effect of Synthetic Data Generation on Face Recognition Performance
Rieber, Tim Jannik
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 Convert a High-Polygon Mesh to a Low-Polygon Mesh with a Displacement Map
Lemke, Nick
Bachelor Thesis
2022 Realistic Simulation Techniques for Evaluating 3D Scanning Setups
Dworski, Patrick
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 Evaluation of a Deep Neural Network for Full-Reference Image Quality Assessment in the Context of 3D Data Visualization
Fix, Niklas
Master Thesis
2022 Optimierung der Markerverteilung zur geometrischen Kalibrierung in Cone-Beam-CT
Ballmann, Dorothea
Bachelor 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 Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Multi View Focus Stacking
Wempe, Leon Julia
Master Thesis
2022 Low-resolution Iris Recognition via Knowledge Transfer
Boutros, Fadi; Kähm, Olga; Fang, Meiling; Kirchbuchner, Florian; Damer, Naser; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
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 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 Reducing Deployment Cost for Passive Electric Field Sensors
Wilmsdorff, Julian von; Kolf, Jan Niklas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Passive Electric Field Sensing for Ubiquitous and Environmental Perception
Wilmsdorff, Julian von
Dissertation
Doctoral 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 QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Boutros, Fadi; Damer, Naser; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Efficient and High Performing Biometrics: Towards Enabling Recognition in Embedded Domains
Boutros, Fadi
Dissertation
Doctoral 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 Acceleration of an Autoencoder using a FPGA-SoC in a High-Performance Node of a Distributed Onboard Computer
Freitag, Timo
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 Stylized Rendering in the Style of Copperplate Engravings
Enders, Jan
Master Thesis
2022 Representation of Discovered Frequent Information in Compressed Log Files
Joewono, Jonathan Geraldi
Bachelor Thesis
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 A Generic Neighborhood Information Extraction Mechanism for High-resolution Remote Sensing Image Segmentation
Oestreich, Lennart Frederik
Bachelor Thesis
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 Progressive Indexing of Geospatial Data
Göhringer, Patrick Hugo Waldemar
Bachelor Thesis
2022 Studie über die Anforderungen an die Nutzungsqualität von Visuellen Datenflusseditoren
Bihler, Yvonne
Bachelor Thesis
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 3D Reconstruction of Static Indoor Scenes and Objects with Monocular Image Sequences
Dornauf, Ares
Master 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 Investigating the Generalizability of MasterFace Attacks on Face Recognition Systems
Bierbaum, Florian
Bachelor 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=