Xiaohui He

Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks

Mengjia Qiao, Xiaohui He, Xijie Cheng et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 128 citations · Full text

Recurrent 3D, Convolutional Neural Network, Precision Agriculture +22

Exploiting Hierarchical Features for Crop Yield Prediction Based on 3-D Convolutional Neural Networks and Multikernel Gaussian Process

Mengjia Qiao, Xiaohui He, Xijie Cheng et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021 · 63 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +27

KSTAGE: A knowledge-guided spatial-temporal attention graph learning network for crop yield prediction

Mengjia Qiao, Xiaohui He, Xijie Cheng et al. · Information Sciences · 2022 · 54 citations

Precision Agriculture, Engineering, Crop Yield Prediction +5

Research on a Novel Combination System on the Basis of Deep Learning and Swarm Intelligence Optimization Algorithm for Wind Speed Forecasting

Xiaohui He, Ying Nie, Hengliang Guo et al. · IEEE Access · 2020 · 51 citations · Full text

Search Optimization, Forecasting Methodology, Engineering +20

Enhanced contextual representation with deep neural networks for land cover classification based on remote sensing images

Xijie Cheng, Xiaohui He, Mengjia Qiao et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 29 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Engineering +26