Open access
Jul 2026
A hierarchical prototype-graph with optimal-transport matching for few-shot rice disease recognition.
A domain-specific prototype-based few-shot framework that avoids pretrained visual backbones and treats rice disease recognition as structured matching over a pathogen-aware class graph is formulated, making it well-suited for real-world agricultural deployment under limited supervision.
M. D. Tanzimul Islam, Jobayar Alom, Masuduzzaman Niloy et al.
· Scientific Reports · 0 citations