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ORCIDClaudius Zelenka
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Books and Theses
- 2019
[b1]Claudius Zelenka:
Restoration of Coherent Images. University of Kiel, Germany, 2019
Journal Articles
- 2022
- [j2]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): 5188 (2022) - 2015
- [j1]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): 30716-30735 (2015)
Conference and Workshop Papers
- 2024
- [c16]Nadine Sarah Schüler, Maximilian von Zastrow, Nadja Pöllath, Claudius Zelenka, Joris Peters:
X Marks the Spot? Applying Recent Keypoint Detection Methods to Paleozoological Landmarking. e-Science 2024: 1-2 - [c15]Daniyal Kazempour, Claudius Zelenka, Peer Kröger:
The Missing Link? On the In-Between Instance Detection Task. EDBT 2024: 359-364 - [c14]Andreas Lohrer, Darpan Malik, Claudius Zelenka, Peer Kröger:
GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories. IJCNN 2024: 1-8 - [c13]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: 319-324 - 2023
- [c12]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: 459-475 - [c11]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: 4572-4581 - 2022
- [c10]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: 363-380 - [c9]Claudius Zelenka, Andreas Lohrer, Mirjam Raffaela Bayer, Peer Kröger:
AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data. ICIP 2022: 4263-4267 - [c8]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 - [c7]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 - 2021
- [c6]Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke:
Learning Stixel-based Instance Segmentation. IV 2021: 427-434 - 2019
- [c5]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: 374-386 - 2018
- [c4]Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch:
Parcel Tracking by Detection in Large Camera Networks. GCPR 2018: 89-104 - [c3]Claudius Zelenka, Reinhard Koch:
Single Image Plankton 3D Reconstruction from Extended Depth of Field Shadowgraph. CVAUI/IWCF/MIPPSNA@ICPR 2018: 76-85 - 2016
- [c2]Claudius Zelenka, Reinhard Koch:
Restoration of images with wavefront aberrations. ICPR 2016: 1388-1393 - 2014
- [c1]Claudius Zelenka:
Gas Bubble Shape Measurement and Analysis. GCPR 2014: 743-749
Data and Artifacts
- 2022
- [d3]Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch:
Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. Zenodo, 2022
- [d2]Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch:
Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. Zenodo, 2022 - 2019
- [d1]Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch:
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy. Zenodo, 2019
Informal and Other Publications
- 2023
- [i8]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 abs/2305.12811 (2023) - [i7]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 abs/2306.12189 (2023) - 2022
- [i6]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 abs/2207.06214 (2022) - [i5]Claudius Zelenka, Marius Kamp, Kolja Strohm, Akram Kadoura, Jacob Johny, Reinhard Koch, Lorenz Kienle:
Automated Classification of Nanoparticles with Various Ultrastructures and Sizes. CoRR abs/2207.14023 (2022) - 2021
- [i4]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 abs/2106.16209 (2021) - [i3]Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke:
Learning Stixel-based Instance Segmentation. CoRR abs/2107.03070 (2021) - 2019
- [i2]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 abs/1907.12868 (2019) - 2017
- [i1]Claudius Zelenka, Reinhard Koch:
Restoration of Images with Wavefront Aberrations. CoRR abs/1704.00331 (2017)
Coauthor Index
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