赵文智（教授）查看源代码讨论查看历史
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赵文智，男，北京师范大学地理科学学部讲师。
人物履历
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
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，讲师
研究方向
科研项目
基金委重大项目《地表异常遥感探测与即时诊断方法》，参与
北京市自然科学基金青年项目，主持
中国博士后科学基金（一等、特助），主持
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
学术成果
著作论文
W Zhao, Y Qu, et al. Spatial-aware SAR-optical time-series deep integration for crop phenology tracking. Remote Sensing of Environment, 2022, 276, 113046.
W Zhao, S Peng, et al. Contextual-aware Land Cover Classification with U-shaped Object Graph Neural Network (U-OGNN). IEEE Geoscience and Remote Sensing Letters, 2022.
W Zhao, D Wu, et al. Hyperspectral image classification with multi-scale graph convolution network. International Journal of Remote Sensing, 2021, 42(21), 8380.
X Chen, W Zhao#, et al. Mapping Large-Scale Forest Disturbance Types with Multi-Temporal CNN Framework. Remote Sensing, 2021, 13(24), 5177.
W Zhao, Y Qu, et al. Deeply synergistic optical and SAR time series for crop dynamic monitoring. Remote Sensing of Environment, 2020, 247, 111952. (code)
Y Qu, W Zhao*, et al. Crop Mapping from Sentinel-1 Polarimetric Time-Series with a Deep Neural Network, Remote Sensing, 2020, 12(15), 2493.
W Zhao, X Chen, J Chen, et al. Sample Generation with Self-Attention Generative Adversarial Adaptation Network (SaGAAN) for Hyperspectral Image Classification. Remote Sensing, 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, 2019, 58(4), 2720 - 2731.
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, 2019, 17(3), 539 - 543.
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 (ESI Paper)
获奖情况
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）
2020年度北京师范大学优秀辅导员
2020年地理学部第二届青教赛一等奖
学术成果
指导学生：
屈炀（客座）--2018级，发表SCI论文5篇，核心期刊论文1篇。毕业去向：武汉大学
陈曦（客座）--2018级，发表SCI论文5篇，核心期刊论文1篇。毕业去向：武汉大学
季风呈 -- 2022级，研究方向：即时遥感与地表异常智能探测（在读）
彭瑞 -- 2020级，研究方向：自监督学习与场景分类；发表SCI论文1篇，核心期刊论文1篇（在读）
李凯源 -- 2021级，研究方向：遥感时序智能分析（在读）
荣彩霞 -- 2022级，研究方向：遥感变化检测与过程模拟（在读）
遥感期刊审稿情况（截止2022年）：
IEEE Transactions on Geoscience and Remote Sensing 53篇
IEEE Geoscience and Remote Sensing Letters 47篇
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 27篇
ISPRS Journal of Photogrammetry and Remote Sensing 10篇
Remote Sensing of Environment 7篇
其它杂志20余篇[1]