LITP-GAN: Leaf image translation pipeline using DETR and GLA-Net considering the lesion area of plant disease

Abstract Quick disease diagnosis is crucial in agriculture to reduce crop yield losses. Deep learning techniques have already been successfully applied to several tasks in agriculture, but it requires sufficient datasets. Obtaining sufficient plant disease images is challenging due to seasonality an...

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Bibliographic Details
Main Authors: Ri Zheng, Jimin Lee, Helin Yin, Dong Jin, Yeong Hyeon Gu
Format: Article
Language:English
Published: Springer 2025-06-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:https://doi.org/10.1007/s44443-025-00070-x
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