crossrefAgriEngineering2026-07-24
PlantSegViT: A Deep Learning Pipeline for Stem Segmentation and Prediction of Blackleg Disease Severity (Leptosphaeria maculans) in Brassica napus
Saba Rabab, Luke Barrett, Chathurika Amarathunga, Melanie Bullock, Rebecca Maher, Deven Bhasin, et al.
Accurate assessment of the presence and severity of plant diseases is essential for effective crop monitoring and management. This study presents a deep learning-based pipeline for quantifying blackleg crown canker disease severity in canola stems by combining image segmentation…