Claudius Zelenka

32 papers A* 1B 8C 1Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Anomalies In The Depths: Evaluating Unsupervised Anomaly Detection on Real-World Unlabelled Data. A Case Study on Autonomous Ocean Gliders.
GeoAnomalies@SIGSPATIAL
Federico Scarscelli, Claudius Zelenka, Daniyal Kazempour, Peer Kröger, Florian Schütte
2025 B conf
Eddy Hunter: A Data Mining System for High-Resolution Eddy Signals, Leveraging Spatio-Temporal Similarities in the SWOT Satellite Data.
SISAP
Federico Scarscelli, Claudius Zelenka, Peer Kröger, Florian Schütte
2025 — conf
Position Paper: Computer Supported Education vs. Education Supported Computing - On the Problem of Informed Decision Making of Appropriate Data Analytics Method.
CSEDU (2)
Daniyal Kazempour, Christiane Attig, Peer Kröger, Muhammad Aammar Tufail, Daniela E. Winkler, Claudius Zelenka
2024 B conf
Data Fusion Between Land and Sea: Multi-Isotope Fingerprints of Viking Animals and Modern Plants.
MDM
Andrea Göhring, Mirjam Bayer, Daniyal Kazempour, Sweety Mohanty, Claudius Zelenka
2024 — conf
Do good scores imply good embeddings? On the necessity of inspecting manifold learning evaluation results by multiple criteria.
ICDM (Workshops)
Daniyal Kazempour, Claudius Zelenka, Atakan Kara, Andreas Lohrer, Peer Kröger
2024 B conf
GADformer: A Transparent Transformer Model for Group Anomaly Detection on Trajectories.
IJCNN
Andreas Lohrer, Darpan Malik, Claudius Zelenka, Peer Kröger
2024 — conf
Not the same, yet similar? - On commonalities and differences between VQPCA and ORCLUS.
ICDM (Workshops)
Daniyal Kazempour, Claudius Zelenka, Artjom Mukhamedov, Peer Kröger
2024 B conf
The Missing Link? On the In-Between Instance Detection Task.
EDBT
Daniyal Kazempour, Claudius Zelenka, Peer Kröger
2024 B conf
X Marks the Spot? Applying Recent Keypoint Detection Methods to Paleozoological Landmarking.
e-Science
Nadine Sarah Schüler, Maximilian von Zastrow, Nadja Pöllath, Claudius Zelenka, Joris Peters
2023 — conf
A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks.
ICCV (Workshops)
Claudius Zelenka, Andrea Göhring, Daniyal Kazempour, Maximilian Hünemörder, Lars Schmarje, Peer Kröger
2023 J jnl
Annotating Ambiguous Images: General Annotation Strategy for Image Classification with Real-World Biomedical Validation on Vertebral Fracture Diagnosis.
CoRR
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Reinhard Koch
2023 — conf
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.
DAGM
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
2023 J jnl
Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality.
CoRR
Lars Schmarje, Vasco Grossmann, Tim Michels, Jakob Nazarenus, Monty Santarossa, Claudius Zelenka, Reinhard Koch
2022 — conf
A Data-Centric Approach for Improving Ambiguous Labels with Combined Semi-supervised Classification and Clustering.
ECCV (8)
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
2022 B conf
AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data.
ICIP
Claudius Zelenka, Andreas Lohrer, Mirjam Raffaela Bayer, Peer Kröger
2022 J jnl
Automated Classification of Nanoparticles with Various Ultrastructures and Sizes.
CoRR
Claudius Zelenka, Marius Kamp, Kolja Strohm, Akram Kadoura, Jacob Johny, Reinhard Koch, Lorenz Kienle
2022 A* conf
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation.
NeurIPS
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
2022 J jnl
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation.
CoRR
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
2022 J jnl
Keypoint Detection for Injury Identification during Turkey Husbandry Using Neural Networks.
Sensors
Nina Volkmann, Claudius Zelenka, Archana Malavalli Devaraju, Johannes Brünger, Jenny Stracke, Birgit Spindler, Nicole Kemper, Reinhard Koch
2022 B conf
MedRegNet: unsupervised multimodal retinal-image registration with GANs and ranking loss.
Image Processing
Monty Santarossa, Ayse Kilic, Claus von der Burchard, Lars Schmarje, Claudius Zelenka, Stefan Reinhold, Reinhard Koch, Johann Roider
2021 C conf
Learning Stixel-based Instance Segmentation.
IV
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
2021 J jnl
Learning Stixel-based Instance Segmentation.
CoRR
Monty Santarossa, Lukas Schneider, Claudius Zelenka, Lars Schmarje, Reinhard Koch, Uwe Franke
2021 J jnl
S2C2 - An orthogonal method for Semi-Supervised Learning on fuzzy labels.
CoRR
Lars Schmarje, Monty Santarossa, Simon-Martin Schröder, Claudius Zelenka, Rainer Kiko, Jenny Stracke, Nina Volkmann, Reinhard Koch
2019 — conf
2D and 3D Segmentation of Uncertain Local Collagen Fiber Orientations in SHG Microscopy.
GCPR
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2019 J jnl
2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy.
CoRR
Lars Schmarje, Claudius Zelenka, Ulf Geisen, Claus C. Glüer, Reinhard Koch
2019 — —
Restoration of Coherent Images.
Claudius Zelenka
2018 — conf
Parcel Tracking by Detection in Large Camera Networks.
GCPR
Sascha Clausen, Claudius Zelenka, Tobias Schwede, Reinhard Koch
2018 — conf
Single Image Plankton 3D Reconstruction from Extended Depth of Field Shadowgraph.
CVAUI/IWCF/MIPPSNA@ICPR
Claudius Zelenka, Reinhard Koch
2017 J jnl
Restoration of Images with Wavefront Aberrations.
CoRR
Claudius Zelenka, Reinhard Koch
2016 B conf
Restoration of images with wavefront aberrations.
ICPR
Claudius Zelenka, Reinhard Koch
2015 J jnl
The Bubble Box: Towards an Automated Visual Sensor for 3D Analysis and Characterization of Marine Gas Release Sites.
Sensors
Anne Jordt, Claudius Zelenka, Jens Schneider von Deimling, Reinhard Koch, Kevin Köser
2014 — conf
Gas Bubble Shape Measurement and Analysis.
GCPR
Claudius Zelenka