个人信息简介 姓名：赵文智
学历：博士
职称：师资博士后
电话：**
邮箱：wenzhi.zhao@bnu.edu.cn

研究方向与招生
遥感大数据与知识挖掘，深度学习算法研究，空间数据智能处理与分析等方向
教育经历
2016/08-2017/08, 科罗拉多大学波尔得分校，航天科学与工程系，联合培养博士生
2013/09-2018/06，北京大学，地球与空间科学学院，地图学与地理信息系统 博士
2009/09-2013/06，山东科技大学，测绘学院，遥感科学与技术 学士

工作经历
2018/08-至今，北京师范大学，地理科学学部 遥感科学与工程研究院，师资博士后

承担课程
本科生通识课程《时空大数据与社会感知》
科研项目
中国博士后科学基金（一等、特助）
国家重点研发计划《多灾种综合风险防范服务产品开发与集成平台建设示范》，参与
遥感科学国家重点实验室开放基金，主持

著作论文
W Zhao, X Chen, J Chen, et al.Sample Generation with Self-Attention Generative Adversarial Adaptation Network (SaGAAN) for Hyperspectral Image Classification.2020, 12(5), 843. (code)
W Zhao, L Mou, J Chen, et al.Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection.IEEE Transactions on Geoscience and Remote Sensing,Dec. 2019.
W Zhao, X Chen, Y Bo, et al.Semisupervised Hyperspectral Image Classification With Cluster-Based Conditional Generative Adversarial Net.IEEE Geoscience and Remote Sensing Letters,July 2019.
W Zhao, Y Bo, J Chen, et al.Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM). ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 151, 237-250
W Zhao, WJ. Emery, Y Bo, J Chen.Land Cover Mapping with Higher Order Graph-Based Co-Occurrence Model.Remote Sensing, 2018, 10(11).
W Zhao, S Du, Q Wang, WJ Emery.Contextually guided very-high-resolution imagery classification with semantic segments.ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 132, 48-60.
W Zhao, S Du, WJ Emery.Object-based convolutional neural network for high-resolution imagery classification,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(7),3386-3396. (code)
W Zhao, S Du.Spectral–spatial feature extraction for hyperspectral image classification: A dimension reduction and deep learning approach.IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (8), 4544-4554 (ESI / HOT paper, code)
W Zhao, S Du.Learning multiscale and deep representations for classifying remotely sensed imagery.ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 113, 155-165 (ESI Paper)
W Zhao, S Du.Scene classification using multi-scale deeply described visual words,International Journal of Remote Sensing, 2016, 37 (17), 4119-4131.
W Zhao, Z Guo, J Yue, X Zhang, L Luo.On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery, International Journal of Remote Sensing 2015, 36 (13), 3368-3379
J Yue, W Zhao, S Mao, H Liu.Spectral–spatial classification of hyperspectral images using deep convolutional neural networks.Remote Sensing Letters 2015, 6 (6), 468-477(ESIPaper)


重要奖项
第16届中国地理信息科学理论与方法学术年会 青年教师论文竞赛（一等奖）