
✦个人简介
刘伟,男,博士,副教授,硕士生导师,滑铁卢大学访问学者(合作导师:Jonathon Li教授)。2015年6月毕业于厦门大学人工智能基础专业。参与获得江西省科学技术进步奖一等奖,并在多个高水平期刊和会议上发表了多篇论文。此外,还担任了JAG和IEEE Journal of Selected Topics in Applied Earth Observations and Applications (IEEE-J-STARS) 的首席客座编辑(Managing Guest Editor),Remote Sensing客座编辑。主持了多项国家级和省部级科研基金项目,同时负责若干企业合作项目的研发工作。每年招收若干名计算机科学与技术和软件工程相关专业的学术型硕士和专业型硕士研究生。欢迎具有良好品行、热爱学习且具备扎实编程基础的学生加入团队。
✦研究方向
※遥感数据解析
※医疗数据智能分析
※计算机视觉
※机器学习
✦主要科研项目
※主持国家自然科学基金地区项目2项(在研1项、完成1项)
※主持江西省自然科学基金4项(在研1项省杰出青年基金、完成2项省面上基金和1项省青年基金)
✦教学和人才培养情况
※指导多位硕士研究生获得国家奖学金、江西省政府研究生奖学金和江西省研究生创新基金等
※主编和参编教材2部
✦代表性论文
[1] Wei Liu, Ziwen Kang, Jiawei Liu, et al. A Multitask CNN-Transformer Network for Semantic Change Detection From Bi-temporal Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024.
[2] Wei Liu, Yiyuan Lin, Weijia Liu, Yongtao Yu , Jonathan Li. An Attention-Based Multiscale Transformer Network for Remote Sensing Image Change Detection[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 202: 599-609.
[3] Wei Liu, Jiawei Liu, Zhipeng Luo, Hongbin Zhang, Kyle Gao, Jonathan Li. Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels[J]. International Journal of Applied Earth Observation and Geoinformation, 2022, 112: 102931.
[4] Wei Liu, Zhiming Luo, Yuanzheng Cai, YingYua, Yang Ke, José Marcato Juniore, Wesley Nunes Gonçalvese, Jonathan Li. Adversarial Unsupervised Domain Adaptation for 3D Semantic Segmentation with Multi-Modal Learning[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2021,176: 211-221.
[5] Qiutong Yu, Wei Liu, Wesley Nunes Gonalves, José Marcato Junior, Jonathan Li. Spatial Resolution Enhancement for Large-Scale Land Cover Mapping via Weakly Supervised Deep Learning[J]. Photogrammetric Engineering & Remote Sensing, 2021, 87(6): 405-412.(The 2022 Esri Award for Best Scientific Paper in GIS-3rd Place)
[6] Wei Liu, Zhiming Luo and Shaozi Li. Improving deep ensemble vehicle classification by using selected adversarial samples[J]. Knowledge-Based Systems, 2018, 160: 167-175.
✦联系方式
weiliu@ecjtu.edu.cn