张晓东导师简介

邮箱：zxdlmars@whu.edu.cn

办公地点：武汉大学信息学部星湖楼209

团队网站：https://www.whu-cveo.com

个人基本情况：张晓东，男，1974年1月，博士，三峡大学兼职硕导，武汉大学测绘遥感信息工程国家重点实验室教授、博士生导师，湖北省测绘行业协会副秘书长，遥感与影像应用工作委员会主任委员，武汉市物联网产业协会副会长。1996年7月毕业于武汉测绘科技大学，摄影测量与遥感专业，获工学学士学位；1999年7月毕业于武汉测绘科技大学，摄影测量与遥感专业，获工学硕士学位；2005年7月毕业于武汉大学，摄影测量与遥感专业，获工学博士学位。主持完成纵向、横向、国防科研项目50余项，已在国内外核心刊物上发表相关高水平学术论文60余篇，参与编写学术专著3部，获得国家发明专利8项，担任Remote Sensing期刊客座编辑，担任IEEE TGRS、GRSM、JSTARS、SCIS、GRSL、IJRS等多个学术期刊审稿人。

主要研究方向：摄影测量与遥感、GIS应用、影像智能解译、变化检测，人工智能

代表性科研成果：

1) Zhang, Xiaodong; Zhu, Kun; Chen, Guanzhou; Liao, Puyun; Tan, Xiaoliang; Wang, Tong; Li, Xianwei. High-resolution satellite video single object tracking based on thicksiam framework. GIScience & Remote Sensing, 2023, 60(1): 2163063. (SCI 2区)

2) Liao, Puyun; Zhang, Xiaodong; Chen, Guanzhou; Wang, Tong; Li, Xianwei; Yang, Haobo; Zhou, Wenlin; He, Chanjuan; Wang, Qing. S 2 Net: A Multi-task Learning Network for Semantic Stereo of Satellite Image Pairs. IEEE Transactions on Geoscience and Remote Sensing, 2023. (SCI 1区)

3) Zhang, Xiaodong; Li, Xianwei; Chen, Guanzhou; Liao, Puyun; Wang, Tong; Yang, Haobo; He, Chanjuan; Zhou, Wenlin; Sun, Yufeng. A Deep Transfer Learning Framework Using Teacher-Student Structure for Land Cover Classification of Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters, 2023. (SCI 3区)

4) Liao, Puyun; Chen, Guanzhou; Zhang, Xiaodong; Zhu, Kun; Gong, Yuanfu; Wang, Tong; Li, Xianwei; Yang, Haobo. A linear pushbroom satellite image epipolar resampling method for digital surface model generation. ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 190: 56-68. (SCI 1区)

5) Zhang, Xiaodong; Liao, Puyun; Chen, Guanzhou; Zhu, Kun; Tan, Xiaoliang; Wang, Tong; Li, Xianwei; Wu, Hongyu. Distinguishable keypoint detection and matching for optical satellite images with deep convolutional neural networks. International Journal of Applied Earth Observation and Geoinformation, 2022, 109: 102795. (SCI 1区)

6) Liu, Chenxi; Zhang, Xiaodong; Wang, Tong; Chen, Guanzhou; Zhu, Kun; Wang, Qing; Wang, Jing. Detection of vegetation coverage changes in the Yellow River Basin from 2003 to 2020. Ecological Indicators, 2022, 138: 108818. (SCI 2区)

7) Zhu, Kun; Zhang, Xiaodong; Chen, Guanzhou; Li, Xianwei; Cai, Peihua; Liao, Puyun; Wang, Tong. Multi-Oriented Rotation-Equivariant Network for Object Detection on Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 1-5. (SCI 3区)

8) Zhang, Xiaodong; Tan, Xiaoliang; Chen, Guanzhou; Zhu, Kun; Liao, Puyun; Wang, Tong. Object-based classification framework of remote sensing images with graph convolutional networks. IEEE Geoscience and Remote Sensing Letters, 2021, 19: 1-5. (SCI 3区)

9) Zhang, Xiaodong; Zhu, Kun; Chen, Guanzhou; Tan, Xiaoliang; Zhang, Lifei; Dai, Fan; Liao, Puyun; Gong, Yuanfu. Geospatial object detection on high resolution remote sensing imagery based on double multi-scale feature pyramid network. Remote Sensing, 2019, 11(7): 755. (SCI 2区)

10) Zhang, Xiaodong; Chen, Guanzhou; Wang, Wenbo; Wang, Qing; Dai, Fan. Object-based land-cover supervised classification for very-high-resolution UAV images using stacked denoising autoencoders[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(7): 3373-3385. (SCI 2区)

11) Wang, Tong; Zhang, Xiaodong; Chen, Guanzhou; Liu, Chenxi. Smilies: A Soft-Multi-Label-Guided Weakly Supervised Semantic Segmentation Framework for Remote Sensing Images. 2023 30th International Conference on Geoinformatics. IEEE, 2023: 1-4. (EI会议)

12) 张晓东; 杨皓博; 蔡佩华; 陈关州; 李贤蔚; 朱坤. 松材线虫病遥感监测研究进展及方法述评. Transactions of the Chinese Society of Agricultural Engineering, 2022, 38(18). (EI学报)

近年主持或参加的其他科研项目/课题：

1) 国家自然科学基金面上项目（主持）：高分辨率遥感影像基于网格能量最小化区域边界提取的土地利用变化自动检测方法

2) 湖北省国土测绘院科技项目（主持）：三维地理信息数据生产及应用关键技术研究——矢量三维数据生产软件开发、实景三维矢量重建与三维数据可视化系统开发

3) 湖北省自然资源科技项目（主持）：基于高分卫星立体影像的1：10000地形快速更新技术研究

4) 湖北省自然资源科技项目（主持）：基于人工智能的地理国情监测图斑解译与更新技术

5) 东湖高新区第二批“揭榜挂帅”项目（主持）：天空地多源异构时空立体监测平台关键技术