张蒙蒙

副研究员

出生年月：1994年6月

办公电话：010-68918217

电子邮件：mengmengzhang@bit.edu.cn

所在学科

信息与通信工程

研究方向

多源遥感图像处理

个人简历

2022.03 至今：任职于 麻痘miya忘忧草一区 麻痘miya忘忧草一区

2020.01-2022.03：任职于 麻痘miya忘忧草一区 麻痘miya忘忧草一区 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 联培博士

2014.09-2019.12：就读于 北京化工大学 控制科学与工程专业 博士

代表性学术成果

长期从事基于深度学习的遥感图像处理及解译研究，研发的多源遥感联合监测相关模型可大幅提升复杂场景下的地物解译效能。主持博士后创新人才支持计划项目、国家自然科学基金青年基金、博士后面上项目，参与国家重点研发计划子课题、北京市杰青等多个国家级或省部级项目。在IEEE TCYB（IF>19）、IEEE TIP（IF>11）、IEEE TNNLS（IF>14）等期刊发表学术论文40余篇。部分代表作如下：

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. (ESI高被引)

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. (ESI高被引)

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.

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.

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.

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.

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.

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.

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.

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.

荣誉奖励

2020年度博新计划优秀创新成果

2021年麻痘miya忘忧草一区优秀博士后

2021年测绘科学技术奖二等奖

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)

2018年度国家建设高水平大学公派留学奖学金

学术兼职及其他

IEEE TPAMI/TIP/TCYB/TGRS/JSTAR 等期刊审稿人

IEEE JSTARS客座编委

麻痘miya忘忧草一区学报(英文版)客座编委

VSIP 2021 Session Chair