郑向涛
研究员
郑向涛，福州大学研究员，博士生导师，入选全球前2%顶尖科学家榜单，自然资源部青年科技人才，福建省引才“百人计划”，福建省闽江学者特聘教授，陕西省中青年科技创新领军人才。共发表学术论文80余篇，15篇论文入选ESI高被引论文，授权专利17项。受邀担任多个学术期刊的编委、青年编委和客座编委：国际期刊IEEE Transactions on Geoscience and Remote Sensing、CAAI Transactions on Intelligence Technology、IEEE GRSL、Remote Sensing的编委（AE）；The Innovation Geoscience、《航空学报》、《遥感学报》的青年编委。曾获陕西省科技进步奖二等奖、陕西省自然科学优秀学术论文奖、挑战杯“揭榜挂帅”专项赛特等奖。

目前招收“081001通信与信息系统”、“081002信号与信息处理”学术型及“085401 新一代电子信息技术”、“085403 集成电路工程”专业型硕士研究生。
长期招聘人工智能、光学、遥感、计算机相关领域的博士后、博士研究生及客座学生，欢迎感兴趣的同行、老师、同学前来实验室参观交流。

论文代码或数据详见英文主页：https://xiangtaozheng.github.io/
实验室地址：福州大学（旗山校区）物信学院6号楼；
邮箱：zhengxiangtao@fzu.edu.cn；QQ：403296710
 
 
学术及社会兼职(Academic and social work)  
1《IEEE Transactions on Geoscience and Remote Sensing》的编委（Associate Editor）
2《CAAI Transactions on Intelligence Technology》的编委（Associate Editor）
3《IEEE Geoscience and Remote Sensing Letters》的编委（Associate Editor）
 
科研项目(Research project)  
161806193跨区域遥感场景的影像分析研究27国家自然科学基金青年项目2019年01月-2021年12月1 
262271484基于知识迁移的舰船目标检测54国家自然科学基金面上项目2023年01月-2026年12月1 
 
科技论著(Scientific treatise)  
1QGMNet: Question-type Guided Multi-view Network for Remote Sensing Image Question AnsweringIEEE Transactions on Geoscience and Remote Sensing, 2026顶级期刊通讯
2A Wavelength-Dependent Haze Distribution Prior Network for Remote Sensing RGB Image DehazingIEEE Transactions on Geoscience and Remote Sensing, 2026顶级期刊通讯
3基于深度学习的无人机搜救方法研究进展航空学报，2025EI期刊通讯
4遥感场景的图文跨模态理解研究进展遥感学报，2025EI期刊通讯
5基于多模型协同的舰船目标检测航空学报，2024EI会议通讯
6Dual Teacher: A Semi-Supervised Co-Training Framework for Cross-Domain Ship DetectionIEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-12, June 2023顶级期刊1
7Rotation-Invariant Attention Network for Hyperspectral Image ClassificationIEEE Transactions on Image Processing, vol. 31, pp. 4251-4265, May 2022顶级期刊1
8Visible-Infrared Person Re-Identification via Partially Interactive Collaboration IEEE Transactions on Image Processing, vol. 31, pp. 6951-6963, Nov. 2022顶级期刊1
9Generalized Scene Classification From Small-Scale Datasets With Multitask LearningIEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11, 2022顶级期刊1
10Unsupervised Change Detection by Cross-Resolution Difference Learning IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-16, 2022顶级期刊1
11Disentangled Representation Learning for Cross-Modal Biometric MatchingIEEE Transactions on Multimedia, vol. 24, pp. 1763-1774, 2022顶级期刊2
12Multisource Remote Sensing Data Classification With Graph Fusion NetworkIEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 12, pp. 10062–10072, Dec. 2021顶级期刊2
13Cross-Domain Scene Classification by Integrating Multiple Incomplete SourcesIEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 12, pp. 10035–10046, Dec. 2021顶级期刊2
14Bidirectional Interaction Network for Person Re-IdentificationIEEE Transactions on Image Processing, vol. 30, pp. 1935-1948, Jan. 2021顶级期刊2
15A Supervised Segmentation Network for Hyperspectral Image Classification IEEE Transactions on Image Processing, vol. 30, pp. 2810-2825, Feb. 2021顶级期刊2
16Fine-grained Visual Categorization by Localizing Object Parts with Single ImageIEEE Transactions on Multimedia, vol. 23, pp. 1187-1199, 2021.顶级期刊1
17Remote Sensing Scene Classification by Local–Global Mutual LearningIEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022卓越期刊2
18Remote Sensing Cross-Modal Retrieval by Deep Image-Voice HashingIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 9327-9338, Oct. 2022卓越期刊2
19Meta Self-Supervised Learning for Distribution Shifted Few-Shot Scene ClassificationIEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 6510005, May 2022卓越期刊2
20Local and correlation attention learning for subtle facial expression recognitionNeurocomputing, vol. 453, pp. 742-753, Sep. 2021卓越期刊通讯
21Remote Sensing Image Generation From Audio IEEE Geoscience and Remote Sensing Letters, vol.18, no. 6, pp. 994-998, Jun. 2021卓越期刊通讯
22Audio Description from Image by Modal Translation NetworkNeurocomputing, vol. 423, pp. 124-134, Jan. 2021卓越期刊2
 
获奖成果(Award results)  
1 “挑战杯”全国大学生课外学术科技作品竞赛专项赛特等奖国家一级2024福州大学其它
2陕西省科技进步奖二等奖省二级2025年中国科学院西安光学精密机械研究其它
3陕西省自然科学优秀学术论文奖省三级2020年5月中国科学院西安光学精密机械研究所3
 
授权专利(Authorized patent)  
1一种复杂背景下红外小目标探测方法发明专利2025福州大学3
2基于小波卷积序列网络的遥感影像目标检测方法发明专利2025福州大学3