姓名：吕宪伟，性别：男，出生年月：1992年1月，学位：工学博士，职称：三级讲师，导师类型：硕士研究生导师。
联系方式
电子邮件：lvxianwei@neuq.edu.cn
研究方向
图像分割、语义分割、点云分割、聚类、弱监督遥感图像矢量化
教育背景
2019.09-2023.06 武汉大学 测绘遥感信息工程全国重点实验室 博士
2016.09-2019.06 中国地质大学（北京） 人工智能学院 硕士
2012.09-2019.06 东华理工大学 测绘与空间信息工程学院 学士
工作履历
2023.06-今 东北大学秦皇岛分校 计算机与通信工程学院
学术兼职
《Remote Sensing》期刊客座编辑
《Remote Sensing of Environment》《ISPRS Journal of Photogrammetry and Remote Sensing》《IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING》《International journal of remote sensing》《IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing》等国际知名期刊审稿人
科研情况
【在研项目】
1. 时空大数据驱动的遥感视觉大模型样本生成与质量控制研究
2. 弱标注高分遥感影像基础任务联合智能解译研究
【结题项目】
无
奖励与荣誉
无
学术成果
[1] Xianwei Lv, Claudio Persello, Wufan Zhao*, Xiao Huang, Zhongwen Hu, Dongping Ming, Alfred Stein. Pruning for image segmentation: Improving computational efficiency for large-scale remote sensing applications[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 202: 13-29. (中科院一区top)
[2] Xianwei Lv, Claudio Persello, Wangbin Li*, Xiao Huang, Dongping Ming, Alfred Stein. Deep Merge: deep-learning-based region merging for remote sensing image segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63. (中科院一区top)
[3] Xianwei Lv, Zhenfeng Shao*, Xiao Huang, Wen Zhou, Dongping Ming, Jiaming Wang, Chengzhuo Tong. BTS: a binary tree sampling strategy for object identification based on deep learning[J]. International Journal of Geographical Information Science, 2021, 36(4): 822-848. (中科院一区top)
[4] Xianwei Lv, Zhenfeng Shao*, Dongping Ming, Chunyuan Diao, Keqi Zhou, Chengzhuo Tong. Improved object-based convolutional neural network (IOCNN) to classify very high-resolution remote sensing images[J]. International Journal of Remote Sensing, 2021, 42(21): 8318-8344.
[5] Xianwei Lv, Dongping Ming*, Yangyang Chen, Min Wang. Very high resolution remote sensing image classification with SEEDS-CNN and scale effect analysis for superpixel CNN classification[J]. International Journal of Remote Sensing, 2018, 40(2): 1-26.
[6] Xianwei Lv, Dongping Ming*, Tingting Lu, Keqi Zhou, Min Wang, Hanqing Bao. A new method for region-based majority voting CNNs for very high resolution image classification[J]. Remote Sensing, 2018, 10(12): 1946.
[7] Wufan Zhao, Claudio Persello, Xianwei Lv*, Alfred Stein, Maarten Vergauwen. Vectorizing planar roof structure from very high resolution remote sensing images using transformers[J]. International Journal of Digital Earth, 2023, 17:1-15.
讲授课程情况
《人工智能导论》
指导研究生情况
无
