Lubin Bai

Estimating carbon emissions in urban functional zones using multi-source data: A case study in Beijing

Yunqiang Zheng, Shihong Du, Xiuyuan Zhang et al. · Building and Environment · 2022 · 87 citations

Environmental Monitoring, Engineering, Environmental Impact Assessment +11

Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning

Lubin Bai, Shihong Du, Xiuyuan Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 56 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs

Lubin Bai, Weiming Huang, Xiuyuan Zhang et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 47 citations

Image Analysis, Machine Vision, Data Science +11

Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression

Haoyu Wang, Xiuyuan Zhang, Shihong Du et al. · Remote Sensing of Environment · 2022 · 25 citations

Urban Geography, Engineering, Machine Learning +8

MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network

Song Ouyang, Shihong Du, Xiuyuan Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2023 · 17 citations · Full text