Xijie Cheng

Exploring Label Probability Sequence to Robustly Learn Deep Convolutional Neural Networks for Road Extraction With Noisy Datasets

Xiaoyu Guo, Zhihui Tian, Xiaohui He, 2022, IEEE Transactions on Geoscience and Remote Sensing.

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

Zhihui Tian, Mengjia Qiao, Hengliang Guo, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Chen Zhao, Zhihui Tian, Xiaohui He, 2022, Inf. Sci..

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

Zhihui Tian, Xiaohui He, Panle Li, 2022, Int. J. Appl. Earth Obs. Geoinformation.

Robust Deep Neural Networks for Road Extraction From Remote Sensing Images

Xiaohui He, Runchuan Li, Zhiqiang Li, 2020, IEEE Transactions on Geoscience and Remote Sensing.

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

Mengjia Qiao, Panle Li, Xijie Cheng, 2021, Int. J. Appl. Earth Obs. Geoinformation.

LR-RoadNet: A long-range context-aware neural network for road extraction via high-resolution remote sensing images

Runchuan Li, Mengjia Qiao, Panle Li, 2021, IET Image Process..

An improved categorical cross entropy for remote sensing image classification based on noisy labels

Xiaoyu Guo, Tao Zhou, Zhihui Tian, 2022, Expert Syst. Appl..

Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction

Mengjia Qiao, Xinyu Yan, Panle Li, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Multi-Scale Attention Network for Building Extraction from High-Resolution Remote Sensing Images

Panle Li, Mengjia Qiao, Xijie Cheng, 2024, Sensors.

Multi-view Graph Convolutional Network with Spectral Component Decompose for Remote Sensing Images Classification

Xiaoyu Guo, Jinyong Wang, Zhihui Tian, 2022, IEEE Transactions on Circuits and Systems for Video Technology.