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简介

苏鑫，博士，遥感信息工程学院副教授，硕/博研究生导师。2015年法国巴黎高科国立高等电信学院（Telecom ParisTech）信号与图像处理专业获得博士学位,2015-2018年法国国家信息与自动化研究所（INRIA）博士后研究员。主要从事遥感图像处理、点云数据处理、计算机视觉与人工智能方面研究。主持和参与多项国家自然科学基金项目、973/863项目，发表多篇IEEE TIP、IEEE TGRS、ISPRS等领域TOP期刊。

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招生信息

招收硕士研究生（每年）、博士研究生（2025年已招满）。

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主要在研项目【详情】

• 1. 长时序遥感影像的地物分类制图与动态更新方法研究，国家自然科学基金项目-面上，50万，主持

• 2. 道路设施损毁智能侦测系统及预警装置研发-专题四，重点研发子课题，60万，主持

• 3. 视频遥感信息处理的理论及其典型地学应用,国家自然科学基金项目-重点，参与2/7

• 4. 无人机高清摄像裂缝智能识别及可视化系统软件开发，普通横向，69万，主持

• 5. XXXX研究项目，国防横向，75万，主持

• 6. XXXX模块，国防横向，参与2/7

• 7. XXXX软件，国防横向，参与2/7

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近期代表论文【详情】

• -. Remote sensing chatgpt: Solving remote sensing tasks with chatgpt and visual models

      H Guo, X Su*, C Wu, B Du, L Zhang, D Li, arXiv preprint arXiv:2401.09083

• -. Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision

      H Guo, B Du, C Wu, X Su, L Zhang, arXiv preprint arXiv:2307.12220

• 1. Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction

      H Guo, X Su*, C Wu, B Du, L Zhang, IEEE Transactions on Geoscience and Remote Sensing

• 2. PCDASNet: Position-Constrained Differential Attention Siamese Network for Building Damage Assessment

      J Wang, H Guo, X Su*, L Zheng, Q Yuan, IEEE Transactions on Geoscience and Remote Sensing

• 3. SAAN: Similarity-aware attention flow network for change detection with VHR remote sensing images

      H Guo, X Su*, C Wu*, B Du, L Zhang, IEEE Transactions on Image Processing

• 4. Statistic Ratio Attention Guided Siamese U-Net for SAR Image Semantic Change Detection

      S Chen, X Su*, L Zheng, Q Yuan, IEEE Geoscience and Remote Sensing Letters

• 5. Decoupling semantic and edge representations for building footprint extraction from remote sensing images

      H Guo, X Su*, C Wu, B Du, L Zhang, IEEE Transactions on Geoscience and Remote Sensing 61, 1-16
  

• 6. Fast hyperspectral image denoising and destriping method based on graph Laplacian regularization

      X Su, Z Zhang, F Yang, IEEE Transactions on Geoscience and Remote Sensing 61, 1-14

• 7. A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery

      H Guo, B Du, L Zhang, X Su, ISPRS Journal of Photogrammetry and Remote Sensing 183, 240-252
  

• 8. Inundation impact on croplands of 2020 flood event in three Provinces of China

      X Qin, Q Shi, D Wang, X Su, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

• 9. Deep image interpolation: A unified unsupervised framework for pansharpening

      J Gao, J Li, X Su, M Jiang, Q Yuan, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop

• 10. Multivehicle object tracking in satellite video enhanced by slow features and motion features

        J Wu, X Su*, Q Yuan, H Shen, L Zhang, IEEE Transactions on Geoscience and Remote Sensing 60, 1-26

• 11. Satellite video super-resolution via multiscale deformable convolution alignment and temporal grouping projection

        Y Xiao, X Su*, Q Yuan, D Liu, H Shen, L Zhang, IEEE Transactions on Geoscience and Remote Sensing 60, 1-19

• 12. CFCANet: A complete frequency channel attention network for SAR image scene classification

        B Su, J Liu, X Su*, B Luo, Q Wang, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

• 13. Spatial–temporal gray-level co-occurrence aware CNN for SAR image change detection

        X Zhang, X Su*, Q Yuan, Q Wang, IEEE Geoscience and Remote Sensing Letters 19, 1-5

• 14. Scale-robust deep-supervision network for mapping building footprints from high-resolution remote sensing images

        H Guo, X Su*, S Tang, B Du, L Zhang, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

• 15. Boundary-aware dual-stream network for VHR remote sensing images semantic segmentation

        Z Nong, X Su*, Y Liu, Z Zhan, Q Yuan, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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