Scholar
Mathias Zinnen
Google Scholar ID: FolDrm0AAAAJ
Pattern Recognition Lab, Friedrich-Alexander-Universität
Machine Learning
Computer Vision
Object Detection
Digital Humanities
Self-Supervised Learning
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Citations & Impact
All-time
Citations
135
H-index
7
i10-index
7
Publications
20
Co-authors
5
list available
Contact
No contact links provided.
Publications
3 items
Data Augmentation via Latent Diffusion Models for Detecting Smell-Related Objects in Historical Artworks
2025
Cited
0
Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and beyond
2025
Cited
0
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
2025
Cited
0
Resume (English only)
Academic Achievements
2025: Published 'PASAL: Progress- and sparsity-aware loss balancing for heterogeneous dataset fusion' in Information Fusion
2025: Published 'Novel Artistic Scene-Centric Datasets for Effective Transfer Learning in Fragrant Spaces' at ECCV 2024 Workshops
2025: Presented 'Digital Provenance Research: Eine computerassistierte Bildersuche in historischen Auktionskatalogen' at DHd Conference
2024: Published 'Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset' in Expert Systems With Applications
2024: Published 'Odeuropa und der Duft der Bilder' in Schönere Heimat
2024: Published 'Recognizing sensory gestures in historical artworks' in Multimedia Tools and Applications
2024: Presented 'Scene Classification on Fine Arts with Style Transfer' at SUMAC '24
2024: Presented 'Smell and Emotion: Recognising Emotions in Smell-Related Artworks' at Digital Humanities Conference 2024
Co-authored 'Gesture Classification in Artworks Using Context' (conference contribution, 2024)
Co-authors
5 total
Vincent Christlein
University Erlangen-Nuremberg
Andreas K. Maier
Friedrich-Alexander-Universität Erlangen-Nürnberg
Prathmesh Madhu
PhD, Pattern Recognition Lab, FAU-Erlangen-Nuernberg
Peter Bell
Marburg University
Inger Leemans
Vrije Universiteit Amsterdam
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