Publications

@article{RN276,
title = {Nationwide urban tree canopy mapping and coverage assessment in Brazil from high-resolution remote sensing images using deep learning},
author = {Guo Jianhua and Xu Qingsong and Zeng Yue and Liu Zhiheng and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S0924271623000461},
doi = {https://doi.org/10.1016/j.isprsjprs.2023.02.007},
issn = {0924-2716},
year = {2023},
date = {2023-01-01},
journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
volume = {198},
pages = {1-15},
keywords = {Brazil, Remote sensing, Semi-supervised learning, Urban ecosystem services, Urban tree canopy},
pubstate = {published},
tppubtype = {article}
}

@article{RN280,
title = {SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery},
author = {Li Qingyu and Krapf Sebastian and Shi Yilei and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S1569843222002862},
doi = {https://doi.org/10.1016/j.jag.2022.103098},
issn = {1569-8432},
year = {2023},
date = {2023-01-01},
journal = {International Journal of Applied Earth Observation and Geoinformation},
volume = {116},
pages = {103098},
keywords = {Convolutional neural network, Remote sensing, Renewable energy, Roof segments and orientations, Solar potential},
pubstate = {published},
tppubtype = {article}
}

@article{RN285,
title = {Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification},
author = {Huang Wei and Shi Yilei and Xiong Zhitong and Wang Qi and Zhu Xiao Xiang},
url = {https://www.sciencedirect.com/science/article/pii/S0924271622003069},
doi = {https://doi.org/10.1016/j.isprsjprs.2022.11.013},
issn = {0924-2716},
year = {2023},
date = {2023-01-01},
journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
volume = {195},
pages = {192-203},
keywords = {Bidirectional sample-class alignment, Cross-domain classification, Remote sensing, Semi-supervised domain adaptation},
pubstate = {published},
tppubtype = {article}
}