Claudius Zelenka

According to our database, Claudius Zelenka authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data Fusion Between Land and Sea: Multi-Isotope Fingerprints of Viking Animals and Modern Plants.

Andrea Göhring, Mirjam Bayer, Daniyal Kazempour, Sweety Mohanty, Claudius Zelenka

Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories.

Andreas Lohrer, Darpan Malik, Claudius Zelenka, Peer Kröger

Proceedings of the International Joint Conference on Neural Networks, 2024

The Missing Link? On the In-Between Instance Detection Task.

Daniyal Kazempour, Claudius Zelenka, Peer Kröger

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

X Marks the Spot? Applying Recent Keypoint Detection Methods to Paleozoological Landmarking.

Nadine Sarah Schüler, Maximilian von Zastrow, Nadja Pöllath, Claudius Zelenka, Joris Peters

Proceedings of the 20th IEEE International Conference on e-Science, 2024

2023

Annotating Ambiguous Images: General Annotation Strategy for Image Classification with Real-World Biomedical Validation on Vertebral Fracture Diagnosis.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Reinhard Koch

CoRR, 2023

A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks.

Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.

Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch

Dataset, October, 2022

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch

Dataset, October, 2022

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch

Dataset, October, 2022

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch

Dataset, October, 2022

Keypoint Detection for Injury Identification during Turkey Husbandry Using Neural Networks.

Nina Volkmann, Claudius Zelenka, Archana Malavalli Devaraju, Johannes Brünger, Jenny Stracke, Birgit Spindler, Nicole Kemper, Reinhard Koch

Sensors, 2022

Automated Classification of Nanoparticles with Various Ultrastructures and Sizes.

Claudius Zelenka, Marius Kamp, Kolja Strohm, Akram Kadoura, Jacob Johny, Reinhard Koch, Lorenz Kienle

CoRR, 2022

Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation.

Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss.

Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider

Proceedings of the Medical Imaging 2022: Image Processing, 2022

AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data.

Claudius Zelenka, Andreas Lohrer, Mirjam Raffaela Bayer, Peer Kröger

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering.

Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels.

Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch

CoRR, 2021

Learning Stixel-based Instance Segmentation.

Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2019

2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy.

Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch

Dataset, July, 2019

Restoration of Coherent Images.

Claudius Zelenka

PhD thesis, 2019

2D and 3D Segmentation of Uncertain Local Collagen Fiber Orientations in SHG Microscopy.

Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch

Proceedings of the Pattern Recognition, 2019

2018

Single Image Plankton 3D Reconstruction from Extended Depth of Field Shadowgraph.

Claudius Zelenka, Reinhard Koch

Proceedings of the Pattern Recognition and Information Forensics, 2018

Parcel Tracking by Detection in Large Camera Networks.

Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2016

Restoration of images with wavefront aberrations.

Claudius Zelenka, Reinhard Koch

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

The Bubble Box: Towards an Automated Visual Sensor for 3D Analysis and Characterization of Marine Gas Release Sites.

Anne Jordt, Claudius Zelenka, Jens Schneider von Deimling, Reinhard Koch, Kevin Köser

Sensors, 2015

2014

Gas Bubble Shape Measurement and Analysis.

Claudius Zelenka

Proceedings of the Pattern Recognition - 36th German Conference, 2014