师资队伍

同磊

电话:010-67392876

E-mail:lei_tong@bjut.edu.cn

通讯地址:北京市朝阳区平乐园100号 北京工业大学信息楼

 

个人简介

同磊,男,1987年生,博士,副教授,硕士生导师(学硕、专硕)。主要从事计算机视觉、深度学习、高光谱图像处理等方面的理论及应用研究。目前主持国家自然科学基金青年基金项目1项、北京市教委科技一般项目1项,参加纵向项目2项,主持横向项目2项,参加横向项目2项。在IEEE Transactions on Geoscience and Remote Sensing、IEEE Journal on Selected Topics in Earth Observation and Remote Sensing等国际国内知名期刊和会议上发表论文20余篇。


教育简历

1.2006/09-2010/07,北京交通大学,学士


2.2010/09-2012/07,北京交通大学,硕士


3.2013/03-2016/06,格里菲斯大学,博士

工作履历

1.2016.12-2020.06,北京工业大学信息学部计算机学院,讲师


2.2020.07-今,北京工业大学信息学部计算机学院,副教授

学术兼职

IEEE会员、CCF会员

课程教学

1.集合与图论(本科)


2.计算机视觉应用技术(硕士)

主要论文论著

[1] Zhi Gong, Lei Tong*, Jun Zhou, Bin Qian, Lijuan Duan, and Chuangbai Xiao. Superpixel spectral-spatial feature fusion graph convolution network for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-16.

[2] Pan Yang, Lei Tong*, Bin Qian, Zheng Gao, Jing Yu, Chuangbai Xiao. Hyperspectral Image Classification With Spectral and Spatial Graph Using Inductive Representation Learning Network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 791-800.

[3] Zhitao Chen, Lei Tong*, Bin Qian, Jing Yu, Chuangbai Xiao. Self Attention Based Condition- al Variational Auto-Encoder Generative Adversarial Networks for Hyperspectral Classification. Remote Sensing, 2021, 13(16): 3316.

[4] Zheng Gao, Lei Tong*, Jun Zhou, Bin Qian, Jing Yu and Chuangbai Xiao. Stochastic Depth Residual Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2021.3090429.

[5] Lei Tong, Jun Zhou, Xue Li, Yuntao Qian, and Yongsheng Gao. Region based Structure P-reserving NMF for Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(4): 1575-1588