Claudius Zelenka

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Venues

University of Kiel, Germany (PHD)

Education History

University of Kiel, Germany

PHD

Publications

Andrea Göhring, Mirjam Bayer, Daniyal Kazempour, Sweety Mohanty, Claudius Zelenka
Data Fusion Between Land and Sea: Multi-Isotope Fingerprints of Viking Animals and Modern Plants. MDM (2024)
Daniyal Kazempour, Claudius Zelenka, Peer Kröger
The Missing Link? On the In-Between Instance Detection Task. EDBT (2024)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Reinhard Koch
Annotating Ambiguous Images: General Annotation Strategy for Image Classification with Real-World Biomedical Validation on Vertebral Fracture Diagnosis. CoRR (2023)
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks. ICCV (Workshops) (2023)
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. DAGM (2023)
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality. CoRR (2023)
Claudius Zelenka, Marius Kamp, Kolja Strohm, Akram Kadoura, Jacob Johny, Reinhard Koch, Lorenz Kienle
Automated Classification of Nanoparticles with Various Ultrastructures and Sizes. CoRR (2022)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation. CoRR (2022)
Claudius Zelenka, Andreas Lohrer, Mirjam Bayer, Peer Kröger
AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data. ICIP (2022)
Nina Volkmann, Claudius Zelenka, Archana Malavalli Devaraju, Johannes Brünger, Jenny Stracke, Birgit Spindler, Nicole Kemper, Reinhard Koch
Keypoint Detection for Injury Identification during Turkey Husbandry Using Neural Networks. Sensors 22 (14) (2022)
Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss. Medical Imaging: Image Processing (2022)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. NeurIPS (2022)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering. ECCV (8) (2022)
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
Learning Stixel-based Instance Segmentation. IV (2021)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels. CoRR (2021)
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
Learning Stixel-based Instance Segmentation. CoRR (2021)
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. CoRR (2019)
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2D and 3D Segmentation of Uncertain Local Collagen Fiber Orientations in SHG Microscopy. GCPR (2019)
Claudius Zelenka, Reinhard Koch
Single Image Plankton 3D Reconstruction from Extended Depth of Field Shadowgraph. CVAUI/IWCF/MIPPSNA@ICPR (2018)
Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch
Parcel Tracking by Detection in Large Camera Networks. GCPR (2018)
Claudius Zelenka, Reinhard Koch
Restoration of Images with Wavefront Aberrations. CoRR (2017)
Claudius Zelenka, Reinhard Koch
Restoration of images with wavefront aberrations. ICPR (2016)
Anne Jordt, Claudius Zelenka, Jens Schneider von Deimling, Reinhard Koch, Kevin Köser
The Bubble Box: Towards an Automated Visual Sensor for 3D Analysis and Characterization of Marine Gas Release Sites. Sensors 15 (12) (2015)
Claudius Zelenka
Gas Bubble Shape Measurement and Analysis. GCPR (2014)

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Publication Activity (10 Years)

Top Topics

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Claudius Zelenka