黄钟泠


的个人主页 http://teacher.nwpu.edu.cn/huangzhongling

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基本信息 The basic information

黄钟泠

自动化学院

博士研究生毕业

工学博士

副教授

控制科学与工程-模式识别与智能系统

huangzhongling@nwpu.edu.cn

工作经历 Work Experience

2020.11-今:西北工业大学 副教授

2018.10-2019.9:德国宇航中心 访问学者

教育经历 Education Experience

2015.9-2020.9:中国科学院空天信息创新研究院,博士

2011.9-2015.7:北京师范大学,本科

招生信息 Admission Information

硕士招生学科:控制科学与工程(一级学科)

硕士招生名额:每年1-2名

同时每年也招收1-2名本科生,进行毕设或科研训练


希望你基础扎实,积极向上,好奇心强,喜欢挑战


荣誉获奖 Awards Information

入选2021年全国博士后创新人才支持计划(每年全国400人)

科学研究 Scientific Research

XAI4SAR: Explainable Artificial Intelligence for Synthetic Aperture Radar

合成孔径雷达(SAR)图像理解和深度学习/可解释人工智能的交叉学科研究

学术成果 Academic Achievements

代表性科研成果

Journal Papers

[1] Zhongling Huang*; Mihai Datcu*; Zongxu Pan; Xiaolan Qiu; Bin Lei; HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image, IEEE Transactions on Geoscience and Remote Sensing, 2020, 118. doi: 10.1109/TGRS.2020.3014335. (一作,共同通讯,中科院一区TOP

[2] Zhongling Huang*; Mihai Datcu*; Zongxu Pan; Bin Lei; Deep SAR-Net: Learning Objects from Signals, ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 161:179193. doi: 10.1016/j.isprsjprs.2020.01.016.(一作,共同通讯,中科院一区TOP

[3] Zhongling Huang; Zongxu Pan*; Bin Lei; What, Where, and How to Transfer in SAR Target Recognition Based on Deep CNNs, IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(4):23242336. doi: 10.1109/TGRS.2019.2947634.(一作,中科院一区TOP

[4] Zhongling Huang; Zongxu Pan; Bin Lei*; Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data, Remote Sensing, 2017, 9(9):907. doi: 10.3390/rs9090907.(一作,中科院二区TOPESI高被引

[5] Zhongling Huang; Corneliu Octavian Dumitru; Zongxu Pan; Bin Lei; Mihai Datcu*; Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning, IEEE Geoscience and Remote Sensing Letters, 2021, 18(1):107111. doi: 10.1109/LGRS.2020.2965558.(一作,中科院二区,ESI高被引

Conference Papers

[1] Zhongling Huang; Corneliu Octavian Dumitru; Jun Ren; Physics-Aware Feature Learning for SAR Images with Deep Neural Networks: A Case Study. International Geoscience and Remote Sensing Symposium (IGARSS), 2021(一作,EI检索)

[2] Zhongling Huang; Mihai Datcu; Zongxu Pan; Bin Lei; A Hybrid and Explainable Deep Learning Framework for SAR Images, International Geoscience and Remote Sensing Symposium (IGARSS), 2020, 1727-1730. doi: 10.1109/IGARSS39084.2020.9323845.(一作,EI检索)

[3] Zhongling Huang; Mihai Datcu; Urban Area Analysis in Single-Polarized SAR Images Based on Unsupervised Deep Learning, European Conference on Synthetic Aperture Radar (EUSAR), 2021.(一作,EI检索)

[4] Zhongling Huang; Corneliu Octavian Dumitru; Zongxu Pan; Bin Lei; Mihai Datcu; Can A Deep Network Understand The Land Cover Across Sensors? International Geoscience and Remote Sensing Symposium (IGARSS), 2019(一作,EI检索)

 


社会兼职 Social Appointments

2021年国际地球科学与遥感大会 IEEE IGARSS, Invited Special Session “Deep Insight SAR, 专题联合主席Co-Chair

 

学术期刊审稿人:

IEEE Transactions on Geoscience and Remote Sensing / Transactions on Cybernetics/ IEEE Geoscience and Remote Sensing Magazine / ISPRS J. Photogram. and Remote Sensing / Remote Sensing of Environment

IEEE GRSL, IEEE JSTAR, IEEE SPL, IEEE ACCESS

遥感学报,雷达学报


团队信息 Team Information

脑与人工智能实验室 https://nwpu-brainlab.gitee.io/index.html