Liangsheng Shi

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

Qi Yang, Liangsheng Shi, Yuanyuan Zha et al. · Field Crops Research · 2019 · 359 citations

Precision Agriculture, Image Analysis, Engineering +9

A near real-time deep learning approach for detecting rice phenology based on UAV images

Qi Yang, Liangsheng Shi, Jingye Han et al. · Agricultural and Forest Meteorology · 2020 · 157 citations

Uav Images, Convolutional Neural Network, Precision Agriculture +10

Real-time detection of rice phenology through convolutional neural network using handheld camera images

Jingye Han, Liangsheng Shi, Qi Yang et al. · Precision Agriculture · 2020 · 52 citations

Image Classification, Precision Agriculture, Machine Vision +12

A VI-based phenology adaptation approach for rice crop monitoring using UAV multispectral images

Qi Yang, Liangsheng Shi, Jingye Han et al. · Field Crops Research · 2021 · 40 citations

Agricultural Engineering, Precision Agriculture, Image Analysis +11

Rice yield estimation using a CNN-based image-driven data assimilation framework

Jingye Han, Liangsheng Shi, Qi Yang et al. · Field Crops Research · 2022 · 35 citations

Precision Agriculture, Engineering, Sustainable Agriculture +5