Schwerpunkte/Kompetenzen
- Maschinelles Lernen
- Computer Vision
- Domänenanpassung
- Erkennung von Anomalien
- Computergrafik
- Physikalisch basiertes Rendering
Publikationen
Highlightpublikationen
- Fulir, J.; Jeziorski, N.; Bosnar, L.; Hagen, H.; Redenbach, C.; Gospodnetic, P.; Herrfurth, T.; Trost, M.; Gischkat, T.:
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection.
Computer Vision and Pattern Recognition: Submitted on 18 Oct 2024. - Fulir, J.; Bosnar, L; Hagen, H. and Gospodnetić, P.:
Synthetic Data for Defect Segmentation on Complex Metal Surfaces.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 2023, pp. 4424-4434,
doi: 10.1109/CVPRW59228.2023.00465