Author

Ella P. Fokkinga

h-index 4 View on Semantic Scholar

We have 3 of 13 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Sep 2026

Domain generalization and synthetic data in object detection: the enabler, the probe, and the gap

It is argued that future research requires representation-aware methods that explicitly address both localization and classification under domain shift, and that future research requires representation-aware methods that explicitly address both localization and classification under domain shift.

E. Hofmeijer, Ella P. Fokkinga, F. G. Heslinga et al. · 2 citations

Open access Sep 2026

Domain shift-robust object detection with GenAI image editing

This work hypothesizes that generative image editing can simulate a controlled domain shift in training data, effectively bridging the gap between source and target domains, and studies camouflaged military vehicle detection as a challenging domain shift scenario.

Isabel D. Stein, Thijs A. Eker, Sebastiaan P. Snel et al. · Artificial Intelligence for... · 0 citations

#generative ai Preprint Sep 2026

RGB-to-IR image translation for infrared vehicle detection in unseen UAV domains

Although a performance gap to real target IR data remains, generative RGB-to-IR translation effectively mitigates IR data scarcity and improves cross-domain aerial vehicle detection.

Thijs A. Eker, Ella P. Fokkinga, Jan Erik van Woerden et al. · 0 citations