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；
郑向涛联系邮箱：zhengxiangtao@fzu.edu.cn；
张凯杰联系QQ：190889347
 
 
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)  
1Dual 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
2Rotation-Invariant Attention Network for Hyperspectral Image ClassificationIEEE Transactions on Image Processing, vol. 31, pp. 4251-4265, May 2022顶级期刊1
3Visible-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
4Generalized 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
5Unsupervised 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
6Mutual Attention Inception Network for Remote Sensing Visual Question Answering IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, doi: 10.1109/TGRS.2021.3079918.顶级期刊1
7Spectral Super-Resolution of Multispectral Images Using Spatial–Spectral Residual Attention NetworkIEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022,doi: 10.1109/TGRS.2021.3104476.顶级期刊1
8Disentangled Representation Learning for Cross-Modal Biometric MatchingIEEE Transactions on Multimedia, vol. 24, pp. 1763-1774, 2022顶级期刊2
9Multisource 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
10Cross-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
11Bidirectional Interaction Network for Person Re-IdentificationIEEE Transactions on Image Processing, vol. 30, pp. 1935-1948, Jan. 2021顶级期刊2
12A Supervised Segmentation Network for Hyperspectral Image Classification IEEE Transactions on Image Processing, vol. 30, pp. 2810-2825, Feb. 2021顶级期刊2
13Fine-grained Visual Categorization by Localizing Object Parts with Single ImageIEEE Transactions on Multimedia, vol. 23, pp. 1187-1199, 2021.顶级期刊1
14Multi-Level Alignment Network for Cross-Domain Ship DetectionRemote Sensing, vol. 14, no. 10, pp. 2389, 2022卓越期刊2
15Remote Sensing Scene Classification by Local–Global Mutual LearningIEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022卓越期刊2
16Remote 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
17Meta 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
18Human Action Recognition by Multiple Spatial Clues NetworkNeurocomputing, vol. 483, pp. 10-21, Apr. 2022卓越期刊1
19Pairwise Comparison Network for Remote-Sensing Scene ClassificationIEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, doi: 10.1109/LGRS.2021.3139695.卓越期刊2
20Semisupervised Spectral Degradation Constrained Network for Spectral Super-ResolutionIEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022, doi: 10.1109/LGRS.2021.3079961.卓越期刊2
21Local and correlation attention learning for subtle facial expression recognitionNeurocomputing, vol. 453, pp. 742-753, Sep. 2021卓越期刊通讯
22Remote 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
23Audio 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遥感智能信息处理及应用省二级2025年7月中国科学院西安光学精密机械研究其它
2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