- 博士生导师
- 硕士生导师
- 教师英文名称:Xin SU
- 电子邮箱:
- 入职时间:2017-12-07
- 职务:Associate Professor
- 学历:博士研究生毕业
- 办公地点:教学实验大楼1102
- 性别:男
- 在职信息:在职
- 毕业院校:Telecom ParisTech
- 所属院系: 遥感信息工程学院
- 学科:
摄影测量与遥感
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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入学)。
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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
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
2015-5····2018-4
| 法国国家信息与自动化研究所 | 博士后
2015-1····2015-3
| 法国巴黎高科高等电信学院 | 博士后
2011-10····2015.3
法国巴黎高科高等电信学院 | 信号与信息处理 | 博士 | 博士
2008-9····2011.9
武汉大学 | 信号与信息处理 | 无 | 硕士研究生肄业
2004-9····2008.6
武汉大学 | 电子科学与技术其他专业 | 工学学士学位 | 学士
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