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Improving Global Forest Mapping by Semi-automatic Sample Labeling with Deep Learning on Google Earth Images


Aug 06, 2021
Qian Shi, Xiaolei Qin, Lingyu Sun, Zitao Shen, Xiaoping Liu, Xiaocong Xu, Jiaxin Tian, Rong Liu, Andrea Marinoni

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Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions


Feb 27, 2021
Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang

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EC-SAGINs: Edge Computing-enhanced Space-Air-Ground Integrated Networks for Internet of Vehicles


Jan 15, 2021
Shuai Yu, Xiaowen Gong, Qian Shi, Xiaofei Wang, Xu Chen

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* The paper is accepted by IEEE IoTJ, Jan. 2021 

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Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning


Sep 08, 2020
Shengjie Liu, Qian Shi, Liangpei Zhang

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* Accepted by IEEE TGRS 

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Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification


Jun 29, 2020
Sheng-Jie Liu, Haowen Luo, Qian Shi

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* Accepted by GRSL 

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Multitask deep learning with spectral knowledge for hyperspectral image classification


May 11, 2019
Shengjie Liu, Qian Shi, Zhixin Qi

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