Selected Readings 2023 - Fraunhofer IGD

Liste der Publikationen

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2023	A Fully Interpretable Machine Learning Model for Increasing the Effectiveness of Urine Screening Del Ben, Fabio; Da Col, Giacomo; Cobârzan, Doriana; Turetta, Matteo; Rubin, Daniela; Buttazzi, Patrizio; Antico, Antonio	Zeitschriftenaufsatz Journal Paper
2023	A Post Processing Technique to Automatically Remove Floater Artifacts in Neural Radiance Fields Wirth, Tristan; Rak, Arne; Knauthe, Volker; Fellner, Dieter	Zeitschriftenaufsatz Journal Paper
2023	A Scalable AI Training Platform for Remote Sensing Data Würz, Hendrik Martin; Kocon, Kevin; Pedretscher, Barbara; Klien, Eva; Eggeling, Eva	Konferenzbeitrag Conference Paper
2023	A Survey on Progressive Visualization Ulmer, Alex; Angelini, Marco; Fekete, Jean-Daniel; Kohlhammer, Jörn; May, Thorsten	Zeitschriftenaufsatz Journal Paper
2023	Adaptive Visualization of Health Information Based on Cognitive Psychology: Scenarios, Concepts, and Research Opportunities Schreck, Tobias; Albert, Dietrich; Bedek, Michael A.; Horvath, Karl; Jeitler, Klaus; Kubicek, Bettina; Semlitsch, Thomas; Shao, Lin; Siebenhofer-Kroitzsch, Andrea	Buchkapitel Book Chapter
2023	AI Based Image Segmentation of Cultural Heritage Objects used for Multi-View Stereo 3D Reconstructions Kutlu, Hasan; Brucker, Felix; Kallendrusch, Ben; Santos, Pedro; Fellner, Dieter	Konferenzbeitrag Conference Paper
2023	CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability Boutros, Fadi; Fang, Meiling; Klemt, Marcel; Fu, Biying; Damer, Naser	Konferenzbeitrag Conference Paper
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	Dual-Energy CT-based Opportunistic Volumetric Bone Mineral Density Assessment of the Distal Radius Gruenewald, Leon D.; Koch, Vitali; Simon, Martin S.; Yel, İbrahim; Mahmoudi, Scherwin; Bernatz, Simon; Eichler, Katrin; Gruber-Rouh, Tatjana; Pinto Dos Santos, Daniel; D’Angelo, Tommaso; Wesarg, Stefan; Herrmann, Eva; Golbach, Rejane; Handon, Marlin; Vogl, Thomas J.; Booz, Christian	Zeitschriftenaufsatz Journal Paper
2023	End-to-End Premature Ventricular Contraction Detection Using Deep Neural Networks Kraft, Dimitri; Bieber, Gerald; Jokisch, Peter; Rumm, Peter	Zeitschriftenaufsatz Journal Paper
2023	Explaining Face Recognition Through SHAP-Based Pixel-Level Face Image Quality Assessment Biagi, Clara; Rethfeld, Louis; Kuijper, Arjan; Terhörst, Philipp	Konferenzbeitrag Conference Paper
2023	Fairness in Face Presentation Attack Detection Fang, Meiling; Yang, Wufei; Kuijper, Arjan; S̆truc, Vitomir; Damer, Naser	Zeitschriftenaufsatz Journal Paper
2023	HEX: a safe research framework for hybrid EMT X-ray navigation Krumb, Henry J.; Dorweiler, Bernhard; Mukhopadhyay, Anirban	Zeitschriftenaufsatz Journal 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	Konferenzbeitrag Conference Paper
2023	Impact of the Pandemic and its Containment Measures in Europe upon Aspects of Affective Impairments: a Google Trends Informetrics Study Szilagyi, Istvan-Szilard; Eggeling, Eva; Bornemann-Cimenti, Helmar; Ullrich, Torsten	Zeitschriftenaufsatz Journal Paper
2023	Integrating GPU-Accelerated Tetrahedral Mesh Editing and Simulation Ströter, Daniel; Halm, Andreas; Krispel, Ulrich; Mueller-Roemer, Johannes Sebastian; Fellner, Dieter	Konferenzbeitrag Conference Paper
2023	Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections Gillert, Alexander; Resente, Giulia; Anadon-Rosell, Alba; Wilmking, Martin; Lukas, Uwe Freiherr von	Konferenzbeitrag Conference Paper
2023	KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases Höhn, Markus; Schwindt, Sarah; Hahn, Sara; Patyna, Sammy; Büttner, Stefan; Kohlhammer, Jörn	Konferenzbeitrag Conference Paper
2023	LFPeers: Temporal Similarity Search and Result Exploration Sachdeva, Madhav; Burmeister, Jan; Kohlhammer, Jörn; Bernard, Jürgen	Zeitschriftenaufsatz Journal Paper
2023	Lifelong nnU‑Net: a Framework for Standardized Medical Continual Learning González, Camila; Ranem, Amin; Pinto Dos Santos, Daniel; Othman, Ahmed; Mukhopadhyay, Anirban	Zeitschriftenaufsatz Journal Paper
2023	M3D-NCA: Robust 3D Segmentation with Built-In Quality Control Kalkhof, John; Mukhopadhyay, Anirban	Konferenzbeitrag Conference Paper
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	Massively Parallel Adaptive Collapsing of Edges for Unstructured Tetrahedral Meshes Ströter, Daniel; Stork, Andre; Fellner, Dieter	Konferenzbeitrag Conference Paper
2023	Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata Kalkhof, John; González, Camila; Mukhopadhyay, Anirban	Konferenzbeitrag Conference Paper
2023	Meso-Facets for Goniochromatic 3D Printing Abu Rmaileh, Lubna; Brunton, Alan	Zeitschriftenaufsatz Journal Paper
2023	MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders Damer, Naser; Fang, Meiling; Siebke, Patrick; Kolf, Jan Niklas; Huber, Marco; Boutros, Fadi	Konferenzbeitrag Conference Paper
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 Paper
2023	Predicting Forage Provision of Grasslands Across Climate Zones by Hyperspectral Measurements Männer, Florian; Muro, J.; Ferner, J.; Schmidtlein, S.; Linstädter, A.	Konferenzbeitrag Conference Paper
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	SwarmCurves: Evolutionary Curve Reconstruction Komar, Alexander; Augsdörfer, Ursula	Konferenzbeitrag Conference Paper
2023	SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Fang, Meiling; Huber, Marco; Damer, Naser	Konferenzbeitrag Conference Paper
2023	Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models Frisch, Yannik; Fuchs, Moritz; Sanner, Antoine; Ucar, Felix Anton; Frenzel, Marius; Wasielica-Poslednik, Joana; Gericke, Adrian; Wagner, Felix Mathias; Dratsch, Thomas; Mukhopadhyay, Anirban	Konferenzbeitrag Conference Paper
2023	SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Proença, Hugo; Damer, Naser	Zeitschriftenaufsatz Journal Paper
2023	Temporally Consistent Sequence-to-sequence Translation of Cataract Surgeries Frisch, Yannik; Fuchs, Moritz; Mukhopadhyay, Anirban	Zeitschriftenaufsatz Journal Paper
2023	Therapy Monitoring of Psoriatic Arthritis Patients with and without Skin Involvement via Objective Evaluation of Near Infrared Fluorescence Optical Imaging: A Pilot Study Zerweck, Lukas; Wesarg, Stefan; Köhm, Michaela; Kohlhammer, Jörn	Zeitschriftenaufsatz Journal Paper
2023	Tracking Growth and Decay of Plant Roots in Minirhizotron Images Gillert, Alexander; Peters, Bo; Lukas, Uwe Freiherr von; Kreyling, Jürgen; Blume-Werry, Gesche	Konferenzbeitrag Conference Paper
2023	Transferring Dense Object Detection Models to Event-Based Data Mechler, Vinzenz; Rojtberg, Pavel	Konferenzbeitrag Conference Paper
2023	Unsupervised Face Recognition using Unlabeled Synthetic Data Boutros, Fadi; Klemt, Marcel; Fang, Meiling; Kuijper, Arjan; Damer, Naser	Konferenzbeitrag Conference Paper
2023	Visual Exploration of Repetitive Patterns on Ancient Peruvian Pottery Lengauer, Stefan; Shao, Lin; Mayerhofer, Magdalena; Preiner, Reinhold; Karl, Stephan; Trinkl, Elisabeth; Sipiran, Ivan; Bustos, Benjamin; Schreck, Tobias	Konferenzbeitrag Conference Paper