Mengjia Qiao

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 · 131 citations · Full text

Agriculture, Crop Sciences, Computer Vision +16

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 · 65 citations · Full text

Computing, Computer Science, Crop Sciences +17

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 · 56 citations

Agriculture, Agronomy, Crop Sciences +9

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 · 32 citations · Full text

Computing, Geoinformatics, Computer Vision +16

Multi-View Graph Convolutional Network With Spectral Component Decompose for Remote Sensing Images Classification

Xijie Cheng, Xiaohui He, Mengjia Qiao et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2022 · 30 citations

Computing, Earth Sciences, Computer Vision +16