Profile of Juraj Fulir

Fields of Activity / Competences

• Machine learning
• Computer vision
• Domain adaptation
• Anomaly detection
• Computer graphics
• Physically based rendering

 

Publications

Major Publications

• 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 .

 

Dissertation in Process

• Automatic visual inspection using synthetic images