Xijie Cheng

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

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

Robust Deep Neural Networks for Road Extraction From Remote Sensing Images

Panle Li, Xiaohui He, Mengjia Qiao et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 28 citations

Image Classification, Deep Neural Networks, Machine Vision +15