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cs.CV2025
Robust Plant Disease Diagnosis with Few Target-Domain Samples
Takafumi Nogami, Satoshi Kagiwada, Hitoshi Iyatomi
Various deep learning-based systems have been proposed for accurate and convenient plant disease diagnosis, achieving impressive performance. However, recent studies show that thes…
cs.CV2025★ 2 cited
DDD: Discriminative Difficulty Distance for plant disease diagnosis
Yuji Arima, Satoshi Kagiwada, Hitoshi Iyatomi
Recent studies on plant disease diagnosis using machine learning (ML) have highlighted concerns about the overestimated diagnostic performance due to inappropriate data partitionin…