Lujia Yang

Applying convolutional neural networks for detecting wheat stripe rust transmission centers under complex field conditions using RGB-based high spatial resolution images from UAVs

Jie Deng, Huiru Zhou, Xuan Lv et al. · Computers and Electronics in Agriculture · 2022 · 46 citations

Image Classification, Precision Agriculture, Machine Vision +11

Pixel-level regression for UAV hyperspectral images: Deep learning-based quantitative inverse of wheat stripe rust disease index

Jie Deng, Xunhe Zhang, Ziqian Yang et al. · Computers and Electronics in Agriculture · 2023 · 43 citations

Hyperspectral Imaging, Convolutional Neural Network, Precision Agriculture +14

Assessing Macro Disease Index of Wheat Stripe Rust Based on Segformer with Complex Background in the Field

Jie Deng, Xuan Lv, Lujia Yang et al. · Sensors · 2022 · 25 citations · Full text

Quantitative Estimation of Wheat Stripe Rust Disease Index Using Unmanned Aerial Vehicle Hyperspectral Imagery and Innovative Vegetation Indices

Jie Deng, Rui Wang, Lujia Yang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 25 citations

Precision Agriculture, Environmental Monitoring, Engineering +20

Improved Evaluation of Wheat Cultivars (Lines) on Resistance to <i>Puccinia striiformis</i> f. sp. <i>tritici</i> Using Molecular Disease Index

Bingyao Chu, Lujia Yang, Cuicui Wang et al. · Plant Disease · 2018 · 11 citations · Full text