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cs.CV2026
NEEDL-Bench: Dataset for Swiss Needle Cast and Stomata Detection in Microscopy Images
Benjamin Blake, Declan McIntosh, Jürgen Ehlting +3
We present NEEDL-Bench, a microscopy detection benchmark for Swiss Needle Cast (SNC), a fungal disease of Douglas-fir trees. Douglas-fir is a keystone species of major ecological a…
cs.CV2026
BAAF: Universal Transformation of One-Class Classifiers for Unsupervised Image Anomaly Detection
Declan McIntosh, Alexandra Branzan Albu
Detecting anomalies in images and video is an essential task for multiple real-world problems, including industrial inspection, computer-assisted diagnosis, and environmental monit…