Research Interests
Education
Title course 1
Name of Institution · 2012
Title course 1
Name of Institution · 2012
Publications
Amodal Instance Segmentation for Mealworm Growth Monitoring Using Synthetic Training Images
2025 · IEEE Access 13
Instance segmentation of root crops and simulation-based learning to estimate their physical dimensions for on-line machine vision yield monitoring
2021 · *Computers and Electronics in Agriculture*
Improving real-time performance of U-Nets for machine vision in laser process control
2019 · *Proceedings of the 2019 Federated Conference on Computer Science and Information Systems : September 1-4, 2019, Leipzig, Germany*
Barley variety recognition with viewpoint-aware double-stream convolutional neural networks
2018 · *Proceedings of the 2018 Federated Conference on Computer Science and Information Systems : September 9-12, 2018, Poznań, Poland*
Double-stream convolutional neural networks for machine vision inspection of natural products
2017 · *Applied Artificial Intelligence*
Evaluation of barley grain quality with convolutional neural networks
2017
