张蒙蒙 出生年月：1994年06月
副研究员 邮箱：mengmengzhang@bit.edu.cn
北京理工大学信息与电子学院 地址：北京理工大学信息科学实验楼510房间
信息与通信工程
深度学习、人工智能、遥感图像处理
2022.03至今：任职于 北京理工大学 信息与电子学院 助理教授(特别副研究员)
2020.01-2022.03：任职于 北京理工大学 信息与电子学院 博士后
2018.10-2019.10：就读于 美国南卡罗莱那大学 计算机工程专业 联合培养博士
2014.09-2019.12：就读于 北京化工大学 控制科学与工程专业 硕博连读
长期从事高光谱及多源遥感图像智能解译及应用研究，主持博士后创新人才支持计划、国家自然科学基金青年项目、博士后面上项目等，参与多项国家与省部级项目、授权多项发明专利。在IEEE TIP、IEEE TCYB、IEEE TGRS等期刊发表SCI论文40余篇。部分代表性著作如下：
1.M. Zhang, W. Li, and Q. Du, “Diverse Region-Based CNN for Hyperspectral Image Classification,” IEEE Transactions on Image Processing, vol. 27, no.6, pp.2623-2634, 2018. (顶级期刊，ESI高被引论文)
2.M. Zhang, W. Li, Q. Du, L. Gao and B. Zhang, "Feature Extraction for Classification of Hyperspectral and LiDAR Data Using Patch-to-Patch CNN," in IEEE Transactions on Cybernetics, vol. 50, no. 1, pp. 100-111, 2020. (顶级期刊，ESI高被引，热点论文)
3.M. Zhang, W. Li, R. Tao, H. Li and Q. Du, "Information Fusion for Classification of Hyperspectral and LiDAR Data Using IP-CNN," in IEEE Transactions on Geoscience and Remote Sensing, in print. (顶级期刊)
4.M. Zhang, W. Li, Y. Zhang, R. Tao and Q. Du, "Hyperspectral and LiDAR Data Classification Based on Structural Optimization Transmission," in IEEE Transactions on Cybernetics, in print. (顶级期刊)
5.Y. Zhu, W. Li, M. Zhang*, Y. Pang, R. Tao, Q. Du, “Joint feature extraction for multi-source data using similar double-concentrated network,” in Neurocomputing vol. 450, pp. 70-79, 2021. (顶级期刊)
6.M. Zhang, W. Li, R. Tao and S. Wang, "Transfer Learning for Optical and SAR Data Correspondence Identification With Limited Training Labels," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 1545-1557, 2021. (重要期刊)
7.D. Cao, M. Zhang*, W. Li and Q. Ran, "Hyperspectral and Infrared Image Collaborative Classification Based on Morphology Feature Extraction," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 4405-4416, 2021, doi: 10.1109/JSTARS.2021.3072843. (重要期刊)
8.X. Yang, M. Zhang*, W. Li and R. Tao, "Visible-Assisted Infrared Image Super-Resolution Based on Spatial Attention Residual Network," in IEEE Geoscience and Remote Sensing Letters, in print, doi: 10.1109/LGRS.2021.3100061. (重要期刊)
9.W. Li, C. Chen, M. Zhang*, H. Li et al. , "Data Augmentation for Hyperspectral Image Classification With Deep CNN," in IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 4, pp. 593-597, 2019. (重要期刊)
10.X. Zhao, W. Li, M. Zhang*, R. Tao, P. Ma, “Adaptive iterated shrinkage thresholding-based lp-norm sparse representation for hyperspectral imagery target detection,” in Remote Sensing, vol. 12, no. 23, pp. 3991, 2020. (重要期刊)
2020年度博新计划优秀创新成果 (多年度博新计划获得者中仅100项入选)
2021年测绘科学技术奖二等奖
2021年北京理工大学优秀博士后
2018年度博士研究生国家奖学金
2017年度博士研究生国家奖学金
2018年度国家建设高水平大学公派留学奖学金
第六届全国成像光谱对地观测学术研讨会优秀报告(两年一届)
北京化工大学‘化大之星’提名（全校仅10名）
第三届全国大数据与人工智能科学大会博士论坛优秀学术成果
IEEE TPAMI、IEEE TIP、IEEE TCYB、IEEE TGRS、IEEE JSTAR 等期刊审稿人
