Colour-agnostic deep learning for automated biofouling assessment of antifouling coatings using soft probability labels
= 0.959 across 457 validation panels spanning five substrate colours; deployment on three unseen imaging sources produced spatially coherent outputs without retraining.
Authors
- Kim Dam‐Johansen (ORCID: https://orcid.org/0000-0003-1658-6176)
- J. Anani
- C. Schmitz
- J. A. H Dreyer
- G. Zhang
Institutions
- Hochschule Niederrhein (DE)
- Technical University of Denmark (DK)
Publication Details
- Journal
- Biofouling
- Published
- 2026-11-09
- DOI
- https://doi.org/10.1080/08927014.2026.2753639
- Primary Topic
- Marine Biology and Environmental Chemistry
- Type
- article
- Field-Weighted Citation Impact
- 0.00