基本信息
张月婷  女  硕导  中国科学院空天信息创新研究院
电子邮件: zhangyueting06@mails.ucas.ac.cn
通信地址: 北京海淀区中关村北一条9号科电大厦
邮政编码:

研究领域

主要从事合成孔径雷达(SAR)图像以及光学遥感图像的理解与应用方面的研究工作,包括基于深度学习和散射计算的合成孔径雷达图像仿真、SAR图像目标特征提取、SAR图像目标检测与识别、光学遥感图像特征提取及参数反演等。

招生信息

   
招生专业
081002-信号与信息处理
招生方向
合成孔径雷达图像应用
大数据分析与遥感信息提取
新体制雷达图像研究

教育背景

2006-09--2012-07   中国科学院电子学研究所   博士
2002-09--2006-07   中国科学技术大学   学士
学历

2006-09--2012-07   中国科学院电子学研究所   信号与信息处理 博士
2002-09--2006-07   中国科学技术大学  电子信息工程 学士

学位
工学博士

合作单位

1 清华大学

2 中国科学技术大学

3 复旦大学

4 北京理工大学

5 北京航空航天大学

6 南京航空航天大学

7 东南大学

8 北京化工大学

9 中国科学院自动化研究所

10 中国航天科工集团207所

工作简历
2019-11~现在, 中国科学院空天信息创新研究院, 副研究员
2016-07~2019-11,中国科学院电子学研究所, 副研究员
2012-07~2016-07,中国科学院电子学研究所, 助理研究员
社会兼职
2022-05-04-今,IEEE Transaction on Geoscience and Remote Sensing审稿人,
2020-06-01-今,国家自然科学基金地区项目, 通讯评议专家,
2020-01-31-今,Remote Sensing, 审稿人,
2020-01-01-今,Sensors, 审稿人,
2019-03-01-今,国家自然科学基金青年项目, 通讯评议专家,
2016-12-01-今,IEEE Geoscience and Remote Sensing Letters审稿人,
2016-10-01-今,雷达学报,审稿人,

专利与奖励

   
奖励信息
(1) 中国科学院电子学研究所优秀人才计划奖, 研究所(学校), 2016
专利成果
( 1 ) 基于FasterRCNN的高分辨率SAR图像车辆目标关键部位提取方法, 发明专利, 2022, 第 1 作者, 专利号: CN114973023B

( 2 ) 一种船只吃水深度计算方法和装置, 发明专利, 2022, 第 1 作者, 专利号: CN114266819B

( 3 ) 基于内插的InSAR小面积阴影区域DEM修正方法, 发明专利, 2020, 第 4 作者, 专利号: CN111626952A

( 4 ) 一种SAR图像中目标阴影区域的检测方法, 专利授权, 2018, 第 1 作者, 专利号: CN108389191A

( 5 ) 针对金属球目标的SAR图像仿真方法, 专利授权, 2017, 第 1 作者, 专利号: CN107422322A

( 6 ) 针对凹腔类结构的SAR图像仿真方法, 专利授权, 2017, 第 1 作者, 专利号: CN107356924A

( 7 ) 滑动散射中心方位向相位误差的计算方法, 专利授权, 2017, 第 1 作者, 专利号: CN107272000A

( 8 ) 一种金属多边形的合成孔径雷达图像仿真方法及其应用, 专利授权, 2017, 第 1 作者, 专利号: CN106291549A

( 9 ) 一种SAR图像仿真过程中方位向聚焦位置的计算方法, 发明专利, 2013, 第 1 作者, 专利号: CN103217686A

出版信息

   
发表论文
[1] 马超, 张月婷, 胡玉新, 郭嘉逸. Structure projection points estimation and context priors for oil tank storage estimation in SAR image. ISPRS Journal of Photogrammetry and Remote Sensing[J]. 2022, [2] 左义新, Guo Jiayi, 张月婷. A Superpixel Aided Voting Algorithm for Training Unsupervised PolSAR CNN Classifiers. Ieee Transactions on Geoscience and Remote Sensing[J]. 2022, [3] Jinlei Cai, Yueting Zhang, Jiayi Guo, Xin Zhao, Junwei Lv, Yuxin Hu. ST-PN: A Spatial Transformed Prototypical Network for Few-Shot SAR Image Classification. REMOTE SENSING[J]. 2022, 14: [4] Ma Chao, 张月婷, J Guo, Y Hu, Xiurui Geng. End-to-End Method With Transformer for 3-D Detection of Oil Tank From Single SAR Image. Ieee Transactions on Geoscience and Remote Sensing[J]. 2022, [5] Xin Zhao, Jiayi Guo, Yueting Zhang, Yirong Wu. Memory-Augmented Transformer for Remote Sensing Image Semantic Segmentation. REMOTE SENSING[J]. 2021, 13(22): http://dx.doi.org/10.3390/rs13224518.
[6] Wang, Shihong, Guo, Jiayi, Zhang, Yueting, Hu, Yuxin, Ding, Chibiao, Wu, Yirong. Single Target SAR 3D Reconstruction Based on Deep Learning. SENSORS[J]. 2021, 21(3): https://doaj.org/article/521b35d3ba1543b6b456cca8a47da365.
[7] Zuo, Yixin, Guo, Jiayi, Zhang, Yueting, Lei, Bin, Hu, Yuxin, Wang, Mingzhi. A Deep Vector Quantization Clustering Method for Polarimetric SAR Images. REMOTE SENSING[J]. 2021, 13(11): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000660612200001.
[8] Wang, Shihong, Guo, Jiayi, Zhang, Yueting, Hu, Yuxin, Ding, Chibiao, Wu, Yirong. TomoSAR 3D Reconstruction for Buildings Using Very Few Tracks of Observation: A Conditional Generative Adversarial Network Approach. REMOTE SENSING[J]. 2021, 13(24): http://dx.doi.org/10.3390/rs13245055.
[9] Jiang, Han, Zhang, Yueting, Guo, Jiayi, Li, Fangfang, Hu, Yuxin, Lei, Bin, Ding, Chibiao. Accurate Localization of Oil Tanks in Remote Sensing Images via FGMRST-Based CNN. REMOTE SENSING[J]. 2021, 13(22): http://dx.doi.org/10.3390/rs13224646.
[10] 韩彬彬, 张月婷, 潘宗序, 台宪青, 李芳芳. 残差密集空间金字塔网络的城市遥感图像分割. 中国图象图形学报[J]. 2020, 25(12): 2656-2664, http://lib.cqvip.com/Qikan/Article/Detail?id=7103644679.
[11] Li, Fangfang, Ding, Chibiao, Zhang, Yueting, Hu, Donghui. Airborne InSAR Interferometric Phase Analysis, Unwrapping Method, and Fast Implementation in Low Coherence Areas. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2020, 13: 5241-5250, https://doaj.org/article/6bedf6b44ba440689849280f84757884.
[12] Lei, Songlin, Qiu, Xiaolan, Zhang, Yueting, Huang, Lijia, Ding, Chibiao. Analysis of the Multipath Scattering Effects in High-Resolution SAR Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2020, 17(4): 616-620, https://www.webofscience.com/wos/woscc/full-record/WOS:000522453800014.
[13] 韩彬彬, 张月婷, 潘宗序, 台宪青, 李芳芳. 基于稠密金字塔网络的遥感影像建筑物提取. 国外电子测量技术[J]. 2020, 39(5): 5-10, http://lib.cqvip.com/Qikan/Article/Detail?id=7102387469.
[14] 张月婷. Interferometric Phase Characteristics Analysis and Unwrapping Method of Airborne Insar in Low Coherence Areas. IEEE International Geoscience and Remote Sensing Symposium. 2019, [15] Zhang, Yueting, Ding, Chibiao, Lei, Bin, Li, Fangfang, Qiu, Xiaolan. Approach of SAR images simulations for target interpretations. JOURNAL OF ENGINEERING-JOE[J]. 2019, 2019(21): 7560-7562, http://dx.doi.org/10.1049/joe.2019.0479.
[16] Yueting Zhang, Chibiao Ding, Bin Lei, Fangfang Li, Xiaolan Qiu. Approach of SAR images simulations for target interpretations. THE JOURNAL OF ENGINEERING (2019)[J]. 2019, https://doaj.org/article/7048839cda11440cbe0d0e8019c7752e.
[17] 张月婷. An Approach for Spaceborne InSAR DEM Inversion Integrated with Stereo-SAR Method. Asia-Pacific Conference on Synthetic Aperture Radar. 2019, [18] 张月婷. AN APPROACH OF FEATURE MATCHING FOR MULTI-ANGLE SAR IMAGES OF MAN-MADE TARGETS. IEEE International Geoscience and Remote Sensing Symposium. 2019, [19] Pan, Zongxu, Bao, Xianjie, Zhang, Yueting, Wang, Bowei, An, Quanzhi, Lei, Bin, IEEE. SIAMESE NETWORK BASED METRIC LEARNING FOR SAR TARGET CLASSIFICATION. 2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019)null. 2019, 1342-1345, [20] Zhang Yueting, Ding Chibiao, Lei Bin, Fang Weihai, IEEE. A DESIGN OF THE COMPLETE POLARIZATION CONVERTER USING DIELECTRIC PERIODIC STRUCTURES. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUMnull. 2018, 9188-9190, [21] Zhang Yueting, Ding Chibiao, Lei Bin, Li FangFang, Qiu Xiaolan, IEEE. FEATURE MODELING OF SAR IMAGES FOR AIRCRAFTS BASED ON TYPICAL STRUCTURES. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUMnull. 2018, 7007-7010, [22] Zhang, Yueting, Liu, Qi, Guo, Jiayi, Liu, Lei, Pan, Zongxu, Li, Fangfang, Ding, Chibiao, Lei, Bin, IEEE. AN ITERATIVE METHOD FOR SHADOW ENHANCEMENT IN HIGH RESOLUTION SAR IMAGES. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)null. 2017, 2279-2282, [23] Guo, Jiayi, Lei, Bin, Ding, Chibiao, Zhang, Yueting. Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(7): 1111-1115, [24] JiWei Zhu, XiaoLan Qiu, ZongXu Pan, YueTing Zhang, Bin Lei. An Improved Shape Contexts Based Ship Classification in SAR Images. REMOTE SENSING[J]. 2017, 9(2): https://doaj.org/article/e0320578508f443cbac2ad48dc026c04.
[25] Guo, Jiayi, Lei, Bin, Ding, Chibiao, Zhang, Yueting, IEEE. IMPROVING THE METRIC FOR EVALUATING CNNS IN SAR ATR APPLICATIONS BY SALIENCY MAPS. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)null. 2017, 3250-3253, [26] Zhu, Jiwei, Qiu, Xiaolan, Pan, Zongxu, Zhang, Yueting, Lei, Bin. Projection Shape Template-Based Ship Target Recognition in TerraSAR-X Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2017, 14(2): 222-226, [27] Lin, Xue, Zhang, Yueting, Fang, Dongsheng, Wang, Lingyin, Li, Fangfang, IEEE. AN IMAGING STRATEGY FOR HIGH-PRECISION AND WIDE-BEAM AIRBORNE SAR SYSTEM. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)null. 2017, 1732-1735, [28] Zhang Yueting, Li Fangfang, Qiu Xiaolan, Ding Chibiao, IEEE. An approach for Simulating SAR Images of Tanks by using Shooting and Bouncing Rays. 2015 IEEE 5TH ASIA-PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR (APSAR)null. 2015, 474-476, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000380439100112.
[29] Liu Qi, Zhang Yueting, Qiu Xiaolan, Hu Wenlong, IEEE. Cause Analysis for the Blurring Phenomenon of Shadow Edges in terms of SAR Imaging Algorithms. 2015 IEEE 5TH ASIA-PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR (APSAR)null. 2015, 602-605, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000380439100140.
[30] Zhang, Yueting, Ding, Chibiao, Qiu, Xiaolan, Li, Fangfang. The Characteristics of the Multipath Scattering and the Application for Geometry Extraction in High-Resolution SAR Images. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2015, 53(8): 4687-4699, https://www.webofscience.com/wos/woscc/full-record/WOS:000376993000006.
[31] Zhang Yueting, Li FangFang, Liu Qi, Ding Chibiao, Qiu Xiaolan, IEEE. AN APPROACH FOR SHADOW ENHANCEMENT ABOUT TALL AND NARROW TARGETS IN SAR IMAGES. 2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)null. 2015, 3263-3265, [32] 张月婷. A model-based Approach for Geometry Extraction of Buildings From SAR Image. IET International Radar Conference,[J]. 2015, [33] Zhang, Yueting, Chen, Hongzhen, Ding, Chibiao, Wang, Hongqi. A Novel Approach for Shadow Enhancement in High-Resolution SAR Images Using the Height-Variant Phase Compensation Algorithm. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2013, 10(1): 189-193, https://www.webofscience.com/wos/woscc/full-record/WOS:000310899700039.
[34] Chen, Hongzhen, Zhang, Yueting, Wang, Hongqi, Ding, Chibiao. Stationary-Wavelet-Based Despeckling of SAR Images Using Two-Sided Generalized Gamma Models. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2012, 9(6): 1061-1065, [35] 张月婷, 丁赤飚, 王宏琦, 胡东辉. 分析圆柱油罐目标合成孔径雷达图像的新方法. 雷达学报[J]. 2012, 1(2): 190-195, http://lib.cqvip.com/Qikan/Article/Detail?id=43239929.
[36] Chen, Hongzhen, Zhang, Yueting, Wang, Hongqi, Ding, Chibiao. SAR Imaging Simulation for Urban Structures Based on Analytical Models. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2012, 9(6): 1127-1131, https://www.webofscience.com/wos/woscc/full-record/WOS:000310916400026.
[37] Zhang YueTing, Chen HongZhen, Ding ChiBiao, Wang HongQi. The multi-path scattering characteristics and the geometry extraction of cylinder tanks in SAR image. JOURNAL OF INFRARED AND MILLIMETER WAVES[J]. 2012, 31(4): 379-384, [38] 张月婷. 圆柱型油罐SAR图像的多径散射特征和几何参数提取. 红外与毫米波学报. 2012, [39] Zhang, Yueting, Ding, Chibiao, Chen, Hongzhen, Wang, Hongqi. Special Phenomena of the Shadow Region in the High Resolution Synthetic Aperture Radar Image due to Synthetic Aperture. JOURNAL OF INFRARED MILLIMETER AND TERAHERTZ WAVES[J]. 2012, 33(10): 1052-1070, [40] 张月婷, 丁赤飚, 王宏琦, 胡东辉. 基于射线理论的建筑物SAR图像仿真方法. 国外电子测量技术[J]. 2012, 31(5): 44-48, http://lib.cqvip.com/Qikan/Article/Detail?id=42205216.
[41] Zhang YueTing, Chen HongZhen, Ding ChiBiao, Wang HongQi. The multi-path scattering characteristics and the geometry extraction of cylinder tanks in SAR image. JOURNALOFINFRAREDANDMILLIMETERWAVES[J]. 2012, 31(4): 379-384, [42] 张月婷. Radar image simulation of complex targets. IEEE CIE International Conference on Radar. 2011, [43] 张月婷. Radar imaging simulation for typical urban structures based on analytical models. Proceedings of 2011 IEEE CIE International Conference on Radar. 2011, [44] 张月婷. Research on characteristics of cylinder tanks in SAR image. Proceedings of 2011 IEEE CIE International Conference on Radar. 2011, [45] 张月婷, 丁赤飚, 尤红建. The multi-path scattering characteristics in SAR image of cylinder cavity. IET International Radar Conference 2009null. 2010, http://159.226.65.12/handle/80137/1327.
[46] 张月婷, 王卫延, 丁赤飚, 尤红建. 圆柱内腔合成孔径雷达成像仿真及特征分析. 第十届全国雷达学术年会null. 2010, 1015-1019, http://159.226.65.12/handle/80137/4541.
[47] Zhang Yueting, Ding Chibiao, You Hongjian, Qiu Xiaolan, IEEE. THE EFFECTS OF MULTI-PATH SCATTERING ON THE SAR IMAGE OF CYLINDER CAVITY. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5null. 2009, 2989-+, 

科研活动

   
科研项目
( 1 ) 高分辨率SAR图像阴影机理分析及精细化处理研究, 负责人, 国家任务, 2015-01--2018-12
( 2 ) 基于大数据的SAR图像目标特征提取, 负责人, 其他任务, 2014-01--2018-12
( 3 ) 基于微波视觉的SAR三维成像理论与方法, 参与, 国家任务, 2020-06--2025-05
( 4 ) 基于高分辨率SAR/InSAR重构建筑物的三维模型, 参与, 国家任务, 2018-07--2021-07
( 5 ) 基于高分辨率SAR图像的RCS反演, 参与, 国家任务, 2017-05--2019-05
( 6 ) 基于人工智能辅助电磁计算的SAR图像仿真, 参与, 中国科学院计划, 2016-07--2019-06
( 7 ) 舰船目标SAR图像仿真与特征提取, 参与, 国家任务, 2018-08--2020-08
( 8 ) 高分辨率极化SAR图像目标特征提取及参数反演, 参与, 国家任务, 2014-06--2019-05
( 9 ) 极化SAR图像目标点线面参数反演, 参与, 国家任务, 2017-06--2019-06
( 10 ) 车辆特征提取, 参与, 国家任务, 2022-03--2023-12
( 11 ) SAR图像典型目标散射极化特征提取, 负责人, 国家任务, 2021-12--2023-10
( 12 ) 遥感图像一致性处理, 负责人, 研究所自选, 2021-08--2023-01
参与会议
(1)FEATURE MODELING OF SAR IMAGES FOR AIRCRAFTS BASED ON TYPICAL STRUCTURES   2018-07-28
(2)A DESIGN OF THE COMPLETE POLARIZATION CONVERTER USING DIELECTRIC PERIODIC STRUCTURES   2018-07-26
(3)AN ITERATIVE METHOD FOR SHADOW ENHANCEMENT IN HIGH RESOLUTION SAR IMAGES   2017-07-25
(4)An approach for shadow enhancement about tall and narrow targets in SAR images   2015-07-25

在读硕士生

已指导学生

韩彬彬  硕士研究生  081002-信号与信息处理  

江晗  硕士研究生  081002-信号与信息处理  

现指导学生

蔡金蕾  硕士研究生  081002-信号与信息处理  

汪兆秋  硕士研究生  081002-信号与信息处理  

李文劼  硕士研究生  081002-信号与信息处理  

欧阳德鹏  硕士研究生  081002-信号与信息处理  

在读博士生

(1)汪世鸿 ,博士研究生(导师:吴一戎) ,本科院校:中国科学技术大学,研究方向:深度学习在三维SAR中的应用研究;

(2)左义新,博士研究生(导师:雷斌),本科院校:中南大学,研究方向:深度学习在极化SAR地物分类中的应用;

(3)马超,博士研究生,本科院校:哈尔滨工程大学,研究方向:油罐目标SAR图像三维信息提取;

(4)李志远,博士研究生(导师:吴一戎),本科院校:北京理工大学,研究方向:基于深度学习的遥感图像去模糊方法;

(5)吕俊纬,博士研究生(导师:雷斌),本科院校:北京科技大学,研究方向:基于深度学习的遥感图像目标三维重建;

(6)赵鑫,博士研究生(导师:吴一戎),本科院校:中国科学技术大学,研究方向:基于深度学习的SAR图像目标三维重建

(7)罗诚,博士研究生,本科院校:海南大学,研究方向:基于深度学习的目标三维信息提取

已毕业博士研究生

(1)郭嘉逸,博士(导师:丁赤飚),本科院校:清华大学,研究方向:深度学习在SAR图像中的应用;