韩伟

基本信息Personal Information

副教授 硕士生导师

曾获荣誉 : 欧盟“玛丽·居里学者”2023
“中国大学生自强之星”

性别 : 男

出生年月 : 1993年05月10日

毕业院校 : 中国地质大学(武汉)

学历 : 博士研究生

学位 : 工学博士学位

在职信息 : 在职

所在单位 : China University of Geosciences

办公地点 : 中国地质大学(武汉)未来城校区计算机学院五楼

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个人简介Personal Profile

韩伟,男,中共党员,特聘副研究员 (副教授),博士,硕士生导师,IEEE GRSS Member, 入选欧盟“玛丽·居里学者” (2023), “地大学者”青年优秀人才,大数据系副主任(科研主任)。 2021年9月加入计算机学院数据科学与大数据系。主要从事深度学习算法设计、高分辨率遥感影像解译方面的工作。目前在国内外期刊累计发表论文50余篇,2篇入选ESI前1%高被引论文,第一/通讯作者发表中科院1区SCI论文10篇, 2区SCI论文3篇。近年来主持国家自然科学青年基金、湖北省自然科学青年基金、中央高校科研基本业务经费等项目,并作为科研骨干参与国家杰出青年基金和国家自然科学基金联合重点等国家级项目,曾获中国大学生自强之星、Array期刊Best Paper Award、中国地质大学(武汉)十大优秀研究生标兵、博士国家奖学金、优博创新基金等荣誉,担任国际数字地球学会空间地球大数据专委会委员、IEEE Transactions on Geoscience and Remote Sensing、Giscience & Remote Sensing、Expert Systems with Applications等期刊审稿人。

Google Scholar ‪Wei Han (韩伟)‬ - ‪Google 学术搜索‬


代表性论文

●  Xiaohan Zhang, Lizhe Wang, Jun Li, Wei Han*, Runyu Fan, Sheng Wang, “Satellite-derived sediment distribution mapping using ICESat-2 and SuperDove,” ISPRS Journal of Photogrammetry and Remote Sensingvol. 202, pp. 545-564, 2023. (中科院1区, 地大T1, IF=12.7)

●  Wei Han, Xiaohan Zhang, Yi Wang, Lizhe Wang*, Xiaohui Huang, Jun Li, Sheng Wang, Weitao Chen, Xianju Li, Ruyi Feng, Runyu Fan, Xinyu Zhang, Yuewei Wang, “A survey of machine learning and deep learning in remote sensing of geological environment: challenges, advances, and opportunities,” ISPRS Journal of Photogrammetry and Remote Sensingvol. 202, pp. 87-113, 2023. (中科院1区, 地大T1, IF=12.7)

●  Sheng Wang, Xiaohui Huang, Wei Han*, Jun Li, Xiaohan Zhang, Lizhe Wang, “Lithological mapping of geological remote sensing via adversarial semi-supervised segmentation network, International Journal of Applied Earth Observation and Geoinformationvol. 125,  103536, 2023. (中科院1区, 地大T1, IF=7.5)

●  Xiaohan Zhang, Wei Han*, Jun Li and Lizhe Wang, “Nearshore bathymetry estimation through dual-time phase satellite imagery in the absence of in-situ data,  GIScience & Remote Sensingpp.1-22, 2023 doi: 10.1080/15481603.2023.2275424. (中科院2区, 地大T2, IF=6.7)

●  Wei Han, Jun Li, Sheng Wang, Xinyu Zhang, Yusen Dong, Runyu Fan, Xiaohan Zhang, Lizhe Wang*, “Geological Remote Sensing Interpretation Using Deep Learning Feature and an Adaptive Multisource Data Fusion Network,” IEEE Transactions on Geosciences and Remote Sensing, vol. 60, pp. 1-14, 2022. (中科院1区, 地大T1, CCF-B, IF=8.1)

●  Wei Han, Jun Li, Sheng Wang, Yi Wang, Jining Yan, Runyu Fan, Xiaohan Zhang, Lizhe Wang*, “A context-scale-aware detector and a new benchmark for remote sensing small weak object detection in unmanned aerial vehicle images,”International Journal of Applied Earth Observation and Geoinformation, vol. 112, pp. 102966, 2022. (中科院1区, 地大T1, IF=7.6)

●  Wei Han, Ruyi Feng, Lizhe Wang*, and Yafan Cheng, “A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene classification,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 145, pp. 23-43, Nov. 2018. (2019-2023 ESI 高被引论文,中科院1区,地大T1, IF=11.8)

●  Wei Han, Jia chen, Lizhe Wang*, Ruyi Feng*, Fengpeng Li, Lin Wu, Tian Tian, and Jining Yan, “Methods for small, weak object detection in optical high-resolution remote sensing images: A survey of advances and challenges,” IEEE Geosciences and Remote Sensing Magazine, vol. 9 (4), pp. 8-34. (中科院1期刊封面论文IF=13.9)

●  Wei Han, Lizhe Wang*, Ruyi Feng*, Lang Gao, Xiaodao Chen, Ze Deng, Jia Chen, and Peng Liu “Sample generation based on a supervised Wasserstein Generative Adversarial Network for high-resolution remote-sensing scene classification,” Information Sciences, vol. 539, pp. 179-194, Jun. 2020. (中科院1地大T1, CCF-B, IF=8.2)

●  Wei Han, Runyu Fan, Lizhe Wang*, Ruyi Feng*, Fengpeng Li, Ze Deng and Xiaodao Chen, “Improving Training Instance Quality in Aerial Image Object Detection with A Sampling-balance based Multi-stage Network,” IEEE Transactions on Geosciences and Remote Sensing, vol. 59(12), pp. 10575-10589, 2021. (中科院1,地大T1, CCF-B, IF=8.1)

●  Wei Han, Ze Deng*, Junde Chu, Jing Zhu*, Peng Gao, and Tejal Shah “A parallel online trajectory compression approach for supporting big data workflow,” Computing, vol. 100(1), pp. 3-20 Jan. 2018. (SCI, IF=2.0)


项目

欧盟“玛丽·居里学者计划”,  2024.2,主持

● 国家自然科学青年基金,2023.1-2025.12,主持

● 湖北自然科学青年基金,2022.10-2024.9,主持

● 中央高校科研基本业务经费(“地大学者”青年优秀人才项目,2021.9-2024.8,主持

获奖

● 2022年:Array期刊Best Paper Award 2022 (link)

● 2021年:中国地质大学(武汉)优秀毕业生

● 2020年:中国大学生自强之星(入选地大校史馆)、中国地质大学(武汉)十大优秀研究生标兵、优秀学生共产党员、优秀博士学位创新基金

● 2018年:博士研究生国家奖学金、中国地质大学(武汉)优秀研究生

 2017年:研84级校友奖学金

● 2016年:第三届全国高校移动互联网(MIAC)应用开发创新大赛  一等奖、美国大学生数学建模大赛(MCM/ICM)二等奖


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