✦个人简介

刘伟，男，博士，副教授，硕士生导师。2015年6月起就职于华东交通大学。2019年11月至2020年11月于加拿大滑铁卢大学公派访学。参与江西省科学技术进步一等奖1项。以一作发表高水平论文多篇，包含ISPRS JPRS、JAG、IEEE TGRS和KBS等。担任JAG和IEEE-JSTARS客座编辑。每年招收计算机和软件工程相关专业的学硕和专硕若干名。欢迎品行优良、热爱学习和具有良好基础的同学报考。

✦研究方向

※遥感数据智能解译

※医疗数据智能分析

※计算机视觉

✦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，结题1项）

※主持江西省自然科学基金4项

✦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、江西省优秀硕士学位论文和江西省研究生创新基金等

※主编及参编教材2部

✦代表性论文

[1] Wei Liu, Jianglin He, Yuhang Zhong, Yongtao Yu, Zhiming Luo, Haiyan Guan, Jonathan Li. Semi-Supervised Building Change Detection From Bi-Temporal Remote Sensing Images Leveraging Visual-Language Models and Consistency Learning[J]. IEEE Transactions on Geoscience and Remote Sensing, 2026.

[2] Wei Liu, Yuhang Zhong, Shida Zhao, Songling Luo, Yongtao Yu, Xiaomei Zhong, Weikai Tan, Haiyan Guan, Hongjie He, Jonathan Li. DEM super-resolution guided by high-resolution remote sensing images using multitask learning[J]. International Journal of Applied Earth Observation and Geoinformation, 2026, 146: 105099.

[3]Wei Liu, Ziwen Kang, Yongtao Yu, Zheng Gong, Yuchao Zheng, Xiaohui Huang, Haiyan Guan, Lingfei Ma, Dedong Zhang. A dual-path network for semantic scene completion of single-frame LiDAR point clouds[J]. International Journal of Applied Earth Observation and Geoinformation, 2026, 146: 105020.

[4]Wei Liu, Ziwen Kang, Jiawei Liu, Yiyuan Lin, Yongtao Yu, Jonathan Li. A Multitask CNN-Transformer Network for Semantic Change Detection From Bi-temporal Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 1-15.

[5] 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.

[6] 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.

[7] 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.

[8] 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)

[9] 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