| Change detection based on artificial intelligence: State-of-the-art and challenges W Shi, M Zhang, R Zhang, S Chen, Z Zhan Remote Sensing 12 (10), 1688, 2020 | 472 | 2020 |
| A feature difference convolutional neural network-based change detection method M Zhang, W Shi IEEE Transactions on Geoscience and Remote Sensing 58 (10), 7232-7246, 2020 | 232 | 2020 |
| Landslide recognition by deep convolutional neural network and change detection W Shi, M Zhang, H Ke, X Fang, Z Zhan, S Chen IEEE Transactions on Geoscience and Remote Sensing 59 (6), 4654-4672, 2020 | 111 | 2020 |
| Challenges and prospects of uncertainties in spatial big data analytics W Shi, A Zhang, X Zhou, M Zhang Annals of the American Association of Geographers 108 (6), 1513-1520, 2018 | 30 | 2018 |
| CGSANet: A contour-guided and local structure-aware encoder–decoder network for accurate building extraction from very high-resolution remote sensing imagery S Chen, W Shi, M Zhou, M Zhang, Z Xuan IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 26 | 2021 |
| Automatic building extraction via adaptive iterative segmentation with LiDAR data and high spatial resolution imagery fusion S Chen, W Shi, M Zhou, M Zhang, P Chen IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 24 | 2020 |
| Analysis of the temporal characteristics of the elderly traveling by bus using smart card data Z Shi, LSC Pun-Cheng, X Liu, J Lai, C Tong, A Zhang, M Zhang, W Shi ISPRS international journal of geo-information 9 (12), 751, 2020 | 21 | 2020 |
| Deep multiple instance learning for landslide mapping M Zhang, W Shi, S Chen, Z Zhan, Z Shi IEEE Geoscience and Remote Sensing Letters 18 (10), 1711-1715, 2020 | 21 | 2020 |
| Landslide mapping using multilevel-feature-enhancement change detection network L Wang, M Zhang, X Shen, W Shi IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 10 | 2023 |
| A multilevel stratified spatial sampling approach based on terrain knowledge for the quality assessment of OpenStreetMap dataset in Hong Kong Y Liu, W Shi, H Zhang, M Zhang Transactions in GIS 27 (1), 290-318, 2023 | 5 | 2023 |
| Advances and Challenges in Deep Learning-Based Change Detection for Remote Sensing Images: A Review through Various Learning Paradigms L Wang, M Zhang, X Gao, W Shi Remote Sensing 16 (5), 2024 | 4 | 2024 |
| FR-weighted GeoDetector for landslide susceptibility and driving factors analysis L Peng, Y Sun, Z Zhan, W Shi, M Zhang Geomatics, Natural Hazards and Risk 14 (1), 2205001, 2023 | 4 | 2023 |
| CS-WSCDNet: Class Activation Mapping and Segment Anything Model-based Framework for Weakly Supervised Change Detection L Wang, M Zhang, W Shi IEEE Transactions on Geoscience and Remote Sensing, 2023 | 4 | 2023 |
| Artificial intelligence for reliable object recognition from remotely sensed data: overall framework design, review and prospect W Shi, M Zhang Acta Geodaetica et Cartographica Sinica 50 (8), 1049, 2021 | 4 | 2021 |
| Landslide trail extraction using fire extinguishing model Z Zhan, W Shi, M Zhang, Z Liu, L Peng, Y Yu, Y Sun Remote Sensing 14 (2), 308, 2022 | 3 | 2022 |
| 人工智能用于遥感目标可靠性识别: 总体框架设计, 现状分析及展望 W Shi, M Zhang 測繪学报 (Acta geodetica et cartographica sinica) 50 (8), 1049-1058, 2021 | 3 | 2021 |
| FDA-FFNet: A Feature-Distance Attention based Change Detection Network for Remote Sensing Image W Peng, W Shi, M Zhang, L Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 2 | 2023 |
| Sugan: A stable u-net based generative adversarial network S Cheng, L Wang, M Zhang, C Zeng, Y Meng Sensors 23 (17), 7338, 2023 | 2 | 2023 |
| An Efficient Graph Convolutional RVFL Network for Hyperspectral Image Classification Z Zhang, Y Cai, X Liu, M Zhang, Y Meng Remote Sensing 16 (1), 37, 2024 | 1 | 2024 |
| STCRNet: A Semi-Supervised Network Based on Self-Training and Consistency Regularization for Change Detection in Remote Sensing Images L Wang, M Zhang, W Shi IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 1 | 2023 |
