Issue Date | Title | Author(s) |
2024 | AP-Semi: Improving the Semi-Supervised Semantic Segmentation for VHR Images Through Adaptive Data Augmentation and Prototypical Sample Guidance | Bai, Lubin; Wang, Haoyu; Zhang, Xiuyuan; Qin, Wei; Liu, Bo; Du, Shihong |
15-Dec-2024 | Does every public open space (POS) contribute to sustainable city development? An assessment of inefficient POS in Beijing | Dong, Xiaoyang; Zhang, Xiuyuan; Jing, Yi; Zhou, Qi; Bai, Lubin; Du, Shihong |
2022 | Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning | Bai, Lubin; Du, Shihong; Zhang, Xiuyuan; Wang, Haoyu; Liu, Bo; Ouyang, Song |
15-Mar-2022 | Estimating carbon emissions in urban functional zones using multi-source data: A case study in Beijing | Zheng, Yunqiang; Du, Shihong; Zhang, Xiuyuan; Bai, Lubin; Wang, Haoyu |
Jul-2023 | Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs | Bai, Lubin; Huang, Weiming; Zhang, Xiuyuan; Du, Shihong; Cong, Gao; Wang, Haoyu; Liu, Bo |
1-Sep-2022 | Mapping Annual Urban Evolution Process (2001-2018) at 250 m: A normalized multi-objective deep learning regression | Wang, Haoyu; Zhang, Xiuyuan; Du, Shihong; Bai, Lubin; Liu, Bo |
Feb-2025 | Mapping global annual urban land cover fractions (2001-2020) derived with multi-objective deep learning | Wang, Haoyu; Wang, Qian; Zhang, Xiuyuan; Du, Shihong; Bai, Lubin; Xiong, Shuping |
2023 | MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network | Ouyang, Song; Du, Shihong; Zhang, Xiuyuan; Du, Shouhang; Bai, Lubin |
Dec-2024 | Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves | Wang, Haoyu; Bai, Lubin; Xiong, Shuping; Du, Shihong; Zhang, Xiuyuan |
31-Dec-2023 | Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning | Liu, Bo; Du, Shihong; Bai, Lubin; Ouyang, Song; Wang, Haoyu; Zhang, Xiuyuan |