BiSeNeXt: a yam leaf and disease segmentation method based on an improved BiSeNetV2 in complex scenes

• Published in: Frontiers in plant science Vol. 16
• Main Authors: Lu, Bibo, Lu, Yanjun, Liang, Di, Yang, Jie
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 05.08.2025
• Subjects: DFEB; disease spot segmentation; EAMA; Plant Science; PointRefine; yam leaf segmentation

IntroductionYam is an important medicinal and edible crop, but its quality and yield are greatly affected by leaf diseases. Currently, research on yam leaf disease segmentation remains unexplored. Challenges like leaf overlapping, uneven lighting and irregular disease spots in complex environments l...