Selected Readings in Computer Graphics 2022

The “Selected Readings in Computer Graphics 2022” consist of 40 articles selected from a total of 125 scientific publications.

They were contributed by the Fraunhofer Institute for Computer Graphics Research IGD with offices in Darmstadt, Kiel and Rostock, and the partner institutes at the respective universities, the Interactive Graphics Systems Group of Technische Universität Darmstadt, the Computergraphics and Communication Group of the Institute of Computer Science at Rostock University, and the Visual Computing Cluster of Excellence of Graz University of Technology, that cooperate closely within projects and research and development in the field of Computer Graphics.

All articles previously appeared in various scientific books, journals, conferences and workshops, and are reprinted with permission of the respective copyright holders. The publications had to undergo a thorough review process by internationally leading experts and established technical societies. Therefore, the Selected Readings should give a fairly good and detailed overview of the scientific developments in Computer Graphics in the year 2022. They are put together by Professor Dieter W. Fellner, the director of Fraunhofer Institute for Computer Graphics Research IGD in Darmstadt, at the same time professor at the Department of Computer Science at Technische Universität Darmstadt, and professor at the Faculty of Computer Science at Graz University of Technology.

List of Publications

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2023 Automated Cone and Vessel Analysis in Adaptive Optics Like Retinal Images for Clinical Diagnostics Support
Hertlein, Anna-Sophia; Wesarg, Stefan; Jessica Schmidt; Boche, Benjamin; Pfeiffer, Norbert; Matlach, Juliane
Konferenzbeitrag
Conference Paper
2023 Machine Learning Based Approach for Motion Detection and Estimation in Routinely Acquired Low Resolution Near Infrared Fluorescence Optical Imaging
Zerweck, Lukas; Wesarg, Stefan; Kohlhammer, Jörn; Köhm, Michaela
Konferenzbeitrag
Conference Paper
2022 A Data-Driven Platform for the Coordination of Independent Visual Analytics Tools
Nonnemann, Lars; Hogräfer, Marius; Röhlig, Martin; Schumann, Heidrun; Urban, Bodo; Schulz, Hans-Jörg
Zeitschriftenaufsatz
Journal Paper
2022 A Deep Insight Into Measuring Face Image Utility With General and Face-Specific Image Quality Metrics
Fu, Biying; Chen, Cong; Henniger, Olaf; Damer, Naser
Konferenzbeitrag
Conference Paper
2022 A Structure from Motion Pipeline for Orthographic Multi-View Images
Neumann, Kai; Buelow, Max von; Knauthe, Volker; Wirth, Tristan; Kontermann, Christian; Kuijper, Arjan; Guthe, Stefan; Fellner, Dieter; Hoffmann, Philipp P.
Konferenzbeitrag
Conference Paper
2022 A Survey of 6D Object Detection Based on 3D Models for Industrial Applications
Gorschlüter, Felix; Rojtberg, Pavel; Pöllabauer, Thomas Jürgen
Zeitschriftenaufsatz
Journal Paper
2022 Advances in Digital Pottery Analysis
Karl, Stephan; Houska, Peter; Lengauer, Stefan; Haring, Jessica; Trinkl, Elisabeth; Preiner, Reinhold
Zeitschriftenaufsatz
Journal Paper
2022 Camera-based Blink Detection using 3D-Landmarks
Kraft, Dimitri; Hartmann, Frederik; Bieber, Gerald
Konferenzbeitrag
Conference Paper
2022 Comparison of CNN-based Segmentation Models for Forest Type Classification
Kocon, Kevin; Krämer, Michel; Würz, Hendrik Martin
Konferenzbeitrag
Conference Paper
2022 COMPO*SED: Composite Parallel Coordinates for Co-Dependent Multi-Attribute Choices
Cibulski, Lena; May, Thorsten; Johanna Schmidt; Kohlhammer, Jörn
Zeitschriftenaufsatz
Journal Paper
2022 Continual Hippocampus Segmentation with Transformers
Ranem, Amin; González, Camila; Mukhopadhyay, Anirban
Konferenzbeitrag
Conference Paper
2022 Depth-of-Field Segmentation for Near-Lossless Image Compression and 3D Reconstruction
Buelow, Max von; Tausch, Reimar; Schurig, Martin Ralf; Knauthe, Volker; Wirth, Tristan; Guthe, Stefan; Santos, Pedro; Fellner, Dieter W.
Zeitschriftenaufsatz
Journal Paper
2022 Disentanglement Enables Cross-Domain Hippocampus Segmentation
Kalkhof, John; González, Camila; Mukhopadhyay, Anirban
Konferenzbeitrag
Conference Paper
2022 Distance-Based Detection of Out-of-Distribution Silent Failures for Covid-19 Lung Lesion Segmentation
González, Camila; Gotkowski, Karol; Fuchs, Moritz; Bucher, Andreas; Dadras, Armin; Fischbach, Ricarda; Kaltenborn, Isabel Jasmin; Mukhopadhyay, Anirban
Zeitschriftenaufsatz
Journal 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 Paper
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Fast Harmonic Tetrahedral Mesh Optimization
Ströter, Daniel; Mueller-Roemer, Johannes Sebastian; Weber, Daniel; Fellner, Dieter
Zeitschriftenaufsatz
Journal Paper
2022 Federated Stain Normalization for Computational Pathology
Wagner, Nicolas; Fuchs, Moritz; Tolkach, Yuri; Mukhopadhyay, Anirban
Konferenzbeitrag
Conference Paper
2022 Fine-Grained Memory Profiling of GPGPU Kernels
Buelow, Max von; Guthe, Stefan; Fellner, Dieter
Zeitschriftenaufsatz
Journal Paper
2022 Fitness of General-Purpose Monocular Depth Estimation Architectures for Transparent Structures
Wirth, Tristan; Jamili, Aria; Buelow, Max von; Knauthe, Volker; Guthe, Stefan
Konferenzbeitrag
Conference Paper
2022 i3Deep: Efficient 3D interactive segmentation with the nnU-Net
Gotkowski, Karol; González, Camila; Kaltenborn, Isabel; Fischbach, Ricarda; Bucher, Andreas; Mukhopadhyay, Anirban
Konferenzbeitrag
Conference Paper
2022 Immersive Analytics for Ergonomics Evaluation in Virtual Reality
Kloiber, Simon; Weidinger, Nicole; Eggeling, Eva; Preiner, Reinhold; Krösl, Katharina; Schreck, Tobias
Konferenzbeitrag
Conference Paper
2022 Industrial-size Job Shop Scheduling with Constraint Programming
Da Col, Giacomo; Teppan, Erich C.
Zeitschriftenaufsatz
Journal Paper
2022 Interactive Annotation of Geometric Ornamentation on Painted Pottery Assisted by Deep Learning
Lengauer, Stefan; Houska, Peter; Preiner, Reinhold; Trinkl, Elisabeth; Karl, Stephan; Sipiran, Ivan; Bustos, Benjamin; Schreck, Tobias
Zeitschriftenaufsatz
Journal Paper
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 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal 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 Paper
2022 Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors
Damer, Naser; López, César Augusto Fontanillo; Fang, Meiling; Spiller, Noemie; Pham, Minh Vu; Boutros, Fadi
Konferenzbeitrag
Conference Paper
2022 Profiling and Visualizing GPU Memory Access and Cache Behavior of Ray Tracers
Buelow, Max von; Riemann, Kai; Guthe, Stefan; Fellner, Dieter
Konferenzbeitrag
Conference Paper
2022 Reconstructing Bounding Volume Hierarchies from Memory Traces of Ray Tracers
Buelow, Max von; Stensbeck, Tobias; Knauthe, Volker; Guthe, Stefan; Fellner, Dieter
Konferenzbeitrag
Conference Paper
2022 Reordering Sets of Parallel Coordinates Plots to Highlight Differences in Clusters
Koh, Elliot; Blumenschein, Michael; Shao, Lin; Schreck, Tobias
Konferenzbeitrag
Conference Paper
2022 Rewetting Prolongs Root Growing Season in Minerotrophic Peatlands and Mitigates Negative Drought Effects
Schwieger, Sarah; Kreyling, Juergen; Peters, Bo; Gillert, Alexander; Lukas, Uwe Freiherr von; Jurasinski, Gerald; Daniel Köhn; Blume-Werry, Gesche
Zeitschriftenaufsatz
Journal Paper
2022 Shape Dithering for 3D Printing
Morsy Abdelkader Morsy, Mostafa; Brunton, Alan; Urban, Philipp
Zeitschriftenaufsatz
Journal Paper
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 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 Paper
2022 Thermal Conduction Effects on the Accretion–ejection Mechanism. Outflow Process Investigation
Rezgui, Ghassen; Marzougui, Hamed; Lili, Taieb; Preiner, Reinhold; Ceccobello, Chiara
Zeitschriftenaufsatz
Journal Paper
2022 Types of Flexible Job Shop Scheduling: A Constraint Programming Experiment
Teppan, Erich
Konferenzbeitrag
Conference Paper
2022 Uncovering Chains of Infections through Spatio-Temporal and Visual Analysis of COVID-19 Contact Traces
Antweiler, Dario; Sessler, David; Rossknecht, Maxim; Abb, Benjamin; Ginzel, Sebastian; Kohlhammer, Jörn
Zeitschriftenaufsatz
Journal Paper
2022 Unsupervised Face Morphing Attack Detection via Self-paced Anomaly Detection
Fang, Meiling; Boutros, Fadi; Damer, Naser
Konferenzbeitrag
Conference Paper
2022 Visual Firewall Log Analysis - At the Border Between Analytical and Appealing
Schufrin, Marija; Lücke-Tieke, Hendrik; Kohlhammer, Jörn
Konferenzbeitrag
Conference Paper