Yu, D., Ji, S., Xu, W., Zhao, Z., & Cheng, H. “Extracting Building Polygons with Attributes from Remote Sensing Images via Deformable Transformers,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 64, pp. 1–19, 2026, Art. no. 4418919. (SCI, 中科院 1 区 Top) [Link]

Yu, D.^✉, & Cheng, H. “Multimodal LLM for Function-aware Building Polygon Extraction from Remote Sensing Imagery,” IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 23, pp. 1–5, 2026, Art. no. 3001705. (SCI) [Link]

Yu, D., Khoshelham, K., & Ji, S. “Spatial-Channel Selective State Space Models and Pruned Cross-Task Feature Transfer for Building Height Mapping from Aerial Images and DSMs,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 64, pp. 1–19, 2026, Art. no. 4405819. (SCI, 中科院 1 区 Top) [Link]

Yu, D.^✉, & Cheng, H. “Building Extraction from Multi-view RGB-H Images with General Instance Segmentation Networks and a Grouping Optimization Algorithm,” IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 22, pp. 1–5, 2025, Art. no. 6007205. (SCI) [Link]

Yu, D., & Ji, S. “A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 18, pp. 8325–8339, 2025. (SCI, 中科院 2 区 Top) [Link]

Yu, D., Ji, S., Wei, S., & Khoshelham, K. “3D building instance extraction from high-resolution remote sensing images and DSM with an end-to-end deep neural network,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 62, pp. 1–19, 2024, Art. no. 4406019. (SCI, 中科院 1 区 Top) [Link]

Yu, D., & Ji, S. “Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 61, pp. 1–14, 2023, Art. no. 4409814. (SCI, 中科院 1 区 Top) [Link]

Yu, D., & Ji, S. “A New Spatial-Oriented Object Detection Framework for Remote Sensing Images,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 60, pp. 1–16, 2022, Art. no. 4407416. (SCI, 中科院 1 区 Top, 高被引论文) [Link]

Yu, D., Ji, S., Li, X., Yuan, Z., & Shen, C. “Earthquake Crack Detection From Aerial Images Using a Deformable Convolutional Neural Network,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 60, pp. 1–12, 2022, Art. no. 4412012. (SCI, 中科院 1 区 Top) [Link]

Yu, D., Ji, S., Liu, J., & Wei, S. “Automatic 3D building reconstruction from multi-view aerial images with deep learning,” ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS), vol. 171, pp. 155–170, 2021. (SCI, 中科院 1 区 Top, 高被引论文) [Link]

Yu, D., & Ji, S. “Grid Based Spherical CNN for Object Detection from Panoramic Images,” Sensors, vol. 19, no. 11, 2622, 2019. (SCI) [Link]

Yu, D.^✉, & Ji, S. “Land-cover classification for remote sensing images via conditionally prompted vision-language alignment and neighborhood attention,” International Conference on Remote Sensing, Mapping, and Image Processing (RSMIP Conference), 2026. (EI) [Link]

Yu, D., Wei, S., Liu, J., & Ji, S. “Advanced Approach for Automatic Reconstruction of 3d Buildings from Aerial Images,” The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Conference), 2020. (EI) [Link]

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Wei, S., Zhang, T., Yu, D., Ji, S., Zhang, Y., & Gong, J. “From lines to Polygons: Polygonal building contour extraction from High-Resolution remote sensing imagery,” ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS), vol. 209, pp. 213–232, 2024. (SCI, 中科院 1 区 Top) [Link]

Ji, S., Yu, D., Shen, C., Li, W., & Xu, Q. “Landslide detection from an open satellite imagery and digital elevation model dataset using attention boosted convolutional neural networks,” Landslides, vol. 17, pp. 1337–1352, 2020. (SCI, 中科院 2 区 Top, 高被引论文) [Link]

Zhu, R., Yu, D., Ji, S., & Lu, M. “Matching RGB and Infrared Remote Sensing Images with Densely-Connected Convolutional Neural Networks,” Remote Sensing, vol. 11, no. 23, 2836, 2019. (SCI) [Link]

Ji, S., Yu, D., Hong, Y., & Lu, M. “Template matching for wide-baseline panoramic images from a vehicle-borne multi-camera rig,” ISPRS International Journal of Geo-Information (IJGI), vol. 7, no. 7, 236, 2018. (SCI) [Link]

Wang, Y., Yu, D., Ji, S., Cheng, Q., & Luo, M. “The Joint Spatial and Radiometric Transformer for Remote Sensing Image Retrieval,” The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Conference), 2020. (EI) [Link]