基本信息
王超  男  博导  中国科学院空天信息创新研究院
电子邮件: wangchao@radi.ac.cn
通信地址: 北京市海淀区邓庄南路9号
邮政编码: 100094

研究领域

SAR大数据处理、SAR图像机器学习

招生信息


招生专业
070503-地图学与地理信息系统
081002-信号与信息处理
081602-摄影测量与遥感
招生方向
InSAR数据处理
SAR图像深度学习

工作经历

   
工作简历
2021-09~现在, 可持续发展大数据国际研究中心, 研究员
2019-06~现在, 中国科学院空天信息创新研究院, 研究员
2012-12~2019-06,中科院遥感地球所, 研究员
2007-12~2012-12,中科院对地观测与数字地球科学中心, 研究员
2004-11~2007-12,中科院中国遥感卫星地面站, 副站长、研究员
1989-10~2004-11,中科院遥感应用所, 研究员、副所长
社会兼职
2019-09-01-今,《雷达学报》, 编委
2016-07-28-今,中国图象图形学会, 理事

教授课程

雷达遥感前沿研讨
微波遥感

专利与奖励

   
专利成果
[1] 张红, 许璐, 王超. 多时相的全极化SAR图像提取特征的方法及分类方法. CN: CN108960295B, 2022-08-26.

[2] 许璐, 邹丽川, 张红, 王超. 基于生成对抗网络的高分辨率SAR船舶图像生成方法. CN: CN112132012B, 2022-04-26.

[3] 吴樊, 李娟娟, 王超, 张红, 张波. 一种基于深度学习的水体识别方法、系统和介质. CN: CN112949550B, 2022-04-15.

[4] 吴樊, 王超, 李娟娟, 张红. 一种基于中分辨率SAR图像的建筑区提取方法以及系统. CN: CN112183432B, 2022-04-15.

[5] 张红, 曹菡, 王超. 一种基于SAR图像的建筑区提取方法和系统. CN: CN108830203B, 2022-03-08.

[6] 张波, 吴樊, 汤益先, 王超. 用于确定合成孔径雷达图像的散射特性的方法和系统. CN: CN112346027B, 2022-02-08.

[7] 王超, 王原原, 张红. 一种用于SAR图像船舶分类的卷积神经网络的训练方法及其分类方法、船舶分类模型. CN: CN108664933B, 2021-12-28.

[8] 吴樊, 李娟娟, 王超, 张红, 张波. 一种基于深度学习的水体识别方法、系统和介质. CN: CN112949550A, 2021-06-11.

[9] 吴樊, 李娟娟, 王超, 张红, 张波. 一种基于深度学习的水体识别方法、系统和介质. CN: CN112949550A, 2021-06-11.

[10] 张波, 吴樊, 汤益先, 王超. 用于确定合成孔径雷达图像的散射特性的方法和系统. CN: CN112346027A, 2021-02-09.

[11] 吴樊, 王超, 李娟娟, 张红. 一种基于中分辨率SAR图像的建筑区提取方法以及系统. CN: CN112183432A, 2021-01-05.

[12] 许璐, 邹丽川, 张红, 王超. 基于生成对抗网络的高分辨率SAR船舶图像生成方法. CN: CN112132012A, 2020-12-25.

出版信息

   
发表论文
[1] Xin Zhao, Chao Wang, Jiankun He, Lianhui Liang, Yixian Tang, Hong Zhang. Recent tectonic movement in the western Tibetan Plateau revealed by InSAR measurements. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2023, 16: 9551-9564, [2] Xiaohan Zheng, Chao Wang, Yixian Tang, Hong Zhang, Tianyang Li, Lichuan Zou, Shaoyang Guan. Adaptive High Coherence Temporal Subsets SBAS-InSAR in Tropical Peatlands Degradation Monitoring. REMOTE SENSING[J]. 2023, 15(18): https://doaj.org/article/917c41703d344959b2f9de2ecf6c3eef.
[3] Chao Wang, Kai Jiang, Chaoming Si, Hong Zhang, Fan Wu, Yixian Tang, Bo Zhang, Lu Xu, Huadong Guo. Dual Satellite Bistatic SAR Constellation Mission for SDGs. SAR in Big Data Eranull. 2023, https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10294390.
[4] Lichuan Zou, Chao Wang, Hong Zhang, Dong Wang, Yixian Tang, Huayan Dai, Bo Zhang, Fan Wu, Lu Xu. Landslide-prone area retrieval and earthquake-induced hazard probability assessment based on InSAR analysis. Landslides[J]. 2023, https://link.springer.com/article/10.1007/s10346-023-02079-7.
[5] Li, Tianyang, Wang, Chao, Zhang, Hong, Wu, Fan, Zheng, Xiaohan. DDFormer: A Dual-Domain Transformer for Building Damage Detection Using High-Resolution SAR Imagery. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2023, 20: http://dx.doi.org/10.1109/LGRS.2023.3288007.
[6] Jing Wang, Chao Li, Lu Li, Zhihua Huang, Chao Wang, Hong Zhang, zhang zhengjia. InSAR time-series deformation forecasting surrounding Salt Lake using deep transformer models. Science of the Total Environment[J]. 2023, [7] Ji Ge, Chao Wang, Bo Zhang, Changgui Xu, Xiaoyang Wen. Azimuth-Sensitive Object Detection of High-Resolution SAR Images in Complex Scenes by Using a Spatial Orientation Attention Enhancement Network. REMOTE SENSING[J]. 2022, 14: [8] ATIF AHMAD, Chao Wang, Yixian Tang. SAR-based Subsidence Monitoring and Assessment of the Factors Involved in the Occurrence of Subsidence, Lahore City. Journal of Resources and Ecology[J]. 2022, [9] Zhang, Zhengjia, Lin, Hong, Wang, Mengmeng, Liu, Xiuguo, Chen, Qihao, Wang, Chao, Zhang, Hong. A Review of Satellite Synthetic Aperture Radar Interferometry Applications in Permafrost Regions: Current Status, Challenges, and Trends. IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINEnull. 2022, 10(3): 93-114, http://dx.doi.org/10.1109/MGRS.2022.3170350.
[10] Sun, Chunling, Zhang, Hong, Ge, Ji, Wang, Chao, Li, Liutong, Xu, Lu. Rice Mapping in a Subtropical Hilly Region Based on Sentinel-1 Time Series Feature Analysis and the Dual Branch BiLSTM Model. REMOTE SENSING[J]. 2022, 14(13): https://doaj.org/article/7fbf927369d04cb8a1bb0953d18b3b96.
[11] Zou, Lichuan, Wang, Chao, Tang, Yixian, Zhang, Bo, Zhang, Hong, Dong, Longkai. Interferometric SAR Observation of Permafrost Status in the Northern Qinghai-Tibet Plateau by ALOS, ALOS-2 and Sentinel-1 between 2007 and 2021. REMOTE SENSING[J]. 2022, 14(8): http://dx.doi.org/10.3390/rs14081870.
[12] 徐昌贵, 张波, 高建文, 吴樊, 张红, 王超. FCOSR: An Anchor-free Method for Arbitrary-oriented Ship Detection in SAR Images | FCOSR:一种无锚框的SAR图像任意朝向船舶目标检测网络. 雷达学报[J]. 2022, [13] Li, Tianyang, Wang, Chao, Wu, Fan, Zhang, Hong, Tian, Sirui, Fu, Qiaoyan, Xu, Lu. Built-Up Area Extraction from GF-3 SAR Data Based on a Dual-Attention Transformer Model. REMOTE SENSING[J]. 2022, 14(17): http://dx.doi.org/10.3390/rs14174182.
[14] Dai, Huayan, Zhang, Hong, Dai, Huayang, Wang, Chao, Tang, Wei, Zou, Lichuan, Tang, Yixian. Landslide Identification and Gradation Method Based on Statistical Analysis and Spatial Cluster Analysis. REMOTE SENSING[J]. 2022, 14(18): http://dx.doi.org/10.3390/rs14184504.
[15] Wu, Qian, Zhang, Bo, Xu, Changgui, Zhang, Hong, Wang, Chao. Dense Oil Tank Detection and Classification via YOLOX-TR Network in Large-Scale SAR Images. REMOTE SENSING[J]. 2022, 14(14): https://doaj.org/article/1145792e140f484c98015854bfc1327d.
[16] Chao Wang, Yixian Tang, Hong Zhang, Bo Zhang, Fan Wu, Lu Xu. Synthetic Aperture Radar for SDGs in Big Data Era. 2021 SAR in Big Data Era (BIGSARDATA)null. 2021, [17] Li, Juanjuan, Wang, Chao, Xu, Lu, Wu, Fan, Zhang, Hong, Zhang, Bo. Multitemporal Water Extraction of Dongting Lake and Poyang Lake Based on an Automatic Water Extraction and Dynamic Monitoring Framework. REMOTE SENSING[J]. 2021, 13(5): http://dx.doi.org/10.3390/rs13050865.
[18] Wu, Fan, Wang, Chao, Zhang, Hong, Li, Juanjuan, Li, Lu, Chen, Weirong, Zhang, Bo. Built-up area mapping in China from GF-3 SAR imagery based on the framework of deep learning. REMOTE SENSING OF ENVIRONMENT[J]. 2021, 262: http://dx.doi.org/10.1016/j.rse.2021.112515.
[19] Wang, Chao, Tang, Yixian, Zhang, Hong, You, Haihang, Zhang, Weikang, Duan, Wei, Wang, Jing, Dong, Longkai, Zhang, Bo. First mapping of China surface movement using supercomputing interferometric SAR technique. SCIENCE BULLETIN[J]. 2021, 66(16): 1608-1610, http://dx.doi.org/10.1016/j.scib.2021.04.026.
[20] Dong, Longkai, Wang, Chao, Tang, Yixian, Tang, Fuquan, Zhang, Hong, Wang, Jing, Duan, Wei. Time Series InSAR Three-Dimensional Displacement Inversion Model of Coal Mining Areas Based on Symmetrical Features of Mining Subsidence. REMOTE SENSING[J]. 2021, 13(11): [21] Lu Li, Chao Wang, Hong Zhang, Bo Zhang. SAR Image Ship Object Generation and Classification with Improved Residual Conditional Generative Adversarial Network. IEEE Geoscience and Remote Sensing Letters[J]. 2020, [22] Gu, Feng, Zhang, Hong, Wang, Chao. A Two-Component Deep Learning Network for SAR Image Denoising. IEEE ACCESS[J]. 2020, 8: 17792-17803, https://doaj.org/article/c3e2614c043743108bbd64ea15e8ab25.
[23] Wang, Jing, Wang, Chao, Zhang, Hong, Tang, Yixian, Zhang, Xuefei, Zhang, Zhengjia. Small-Baseline Approach for Monitoring the Freezing and Thawing Deformation of Permafrost on the Beiluhe Basin, Tibetan Plateau Using TerraSAR-X and Sentinel-1 Data. SENSORS[J]. 2020, 20(16): https://doaj.org/article/43e643c572bc4a878fdf8808acaa50a1.
[24] Wang, Jing, Wang, Chao, Xie, Chou, Zhang, Hong, Tang, Yixian, Zhang, Zhengjia, Shen, Chaoyong. Monitoring of large-scale landslides in Zongling, Guizhou, China, with improved distributed scatterer interferometric SAR time series methods. LANDSLIDES[J]. 2020, 17(8): 1777-1795, http://dx.doi.org/10.1007/s10346-020-01407-5.
[25] Gu, Feng, Zhang, Hong, Wang, Chao, Zhang, Bo. Weakly supervised ship detection from SAR images based on a three-component CNN-CAM-CRF model. JOURNAL OF APPLIED REMOTE SENSING[J]. 2020, 14(2): http://dx.doi.org/10.1117/1.JRS.14.026506.
[26] Gu, Feng, Zhang, Hong, Wang, Chao. Quad-pol reconstruction from compact polarimetry using a fully convolutional network. REMOTE SENSING LETTERS[J]. 2020, 11(4): 397-406, http://dx.doi.org/10.1080/2150704X.2020.1723169.
[27] Li, Juanjuan, Zhang, Hong, Wang, Chao, Wu, Fan, Li, Lu. Spaceborne SAR Data for Regional Urban Mapping Using a Robust Building Extractor. REMOTE SENSING[J]. 2020, 12(17): https://doaj.org/article/a81b53e753be4b9f90cd33ce6f7fd511.
[28] Zhang, Xuefei, Zhang, Hong, Wang, Chao, Tang, Yixian, Zhang, Bo, Wu, Fan, Wang, Jing, Zhang, Zhengjia. Active Layer Thickness Retrieval Over the Qinghai-Tibet Plateau Using Sentinel-1 Multitemporal InSAR Monitored Permafrost Subsidence and Temporal-Spatial Multilayer Soil Moisture Data. IEEE ACCESS[J]. 2020, 8: 84336-84351, https://doaj.org/article/9a63087f0f0b438ca2627829cf2756f0.
[29] Wei Duan, Hong Zhang, Chao Wang, Yixian Tang. Multi-Temporal InSAR Parallel Processing for Sentinel-1 Large-Scale Surface Deformation Mapping. REMOTE SENSING[J]. 2020, 12(22): https://doaj.org/article/324d7a52ddde4fdc9ddd2dd0949baaff.
[30] Zou, Lichuan, Zhang, Hong, Wang, Chao, Wu, Fan, Gu, Feng. MW-ACGAN: Generating Multiscale High-Resolution SAR Images for Ship Detection. SENSORS[J]. 2020, 20(22): https://doaj.org/article/ef280434aae2427d92ac6f0611b86442.
[31] Wei, Sisi, Zhang, Hong, Wang, Chao, Wang, Yuanyuan, Xu, Lu. Multi-Temporal SAR Data Large-Scale Crop Mapping Based on U-Net Model. REMOTE SENSING[J]. 2019, 11(1): http://dx.doi.org/10.3390/rs11010068.
[32] Cao, Han, Zhang, Hong, Wang, Chao, Zhang, Bo. Operational Flood Detection Using Sentinel-1 SAR Data over Large Areas. WATER[J]. 2019, 11(4): https://doaj.org/article/bd25cca87e75453bbcd8ea981968ea04.
[33] Zhang X Zhang H Wang C Tang Y Zhang B Wu F Wang J Zhang Z. Time-series InSAR monitoring of permafrost freeze-thaw seasonal displacement over Qinghai-Tibetan Plateau using sentinel-1 data. 2019, http://119.78.100.177/arid/handle/2MOO4AMQ/244931.
[34] Wang, Yuanyuan, Wang, Chao, Zhang, Hong, Dong, Yingbo, Wei, Sisi. Automatic Ship Detection Based on RetinaNet Using Multi-Resolution Gaofen-3 Imagery. REMOTE SENSING[J]. 2019, 11(5): https://doaj.org/article/e2152ef61a484992ad012fd7002a7713.
[35] Wang, Yuanyuan, Wang, Chao, Zhang, Hong, Dong, Yingbo, Wei, Sisi. A SAR Dataset of Ship Detection for Deep Learning under Complex Backgrounds. REMOTE SENSING[J]. 2019, 11(7): https://doaj.org/article/6e5633da47214cac88e62ba47124c252.
[36] Lu Xu, Hong Zhang, Chao Wang, Bo Zhang, Meng Liu. Crop Classification Based on Temporal Information Using Sentinel-1 SAR Time-Series Data. REMOTE SENSING[J]. 2018, 11(1): https://doaj.org/article/d1642e25c5cc4556858970d19952c314.
[37] Wang, Yuanyuan, Wang, Chao, Zhang, Hong. Combining a single shot multibox detector with transfer learning for ship detection using sentinel-1 SAR images. REMOTE SENSING LETTERS[J]. 2018, 9(8): 780-788, http://dx.doi.org/10.1080/2150704X.2018.1475770.
[38] Wang, Yuanyuan, Wang, Chao, Zhang, Hong. Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets. SENSORS[J]. 2018, 18(9): https://doaj.org/article/0cc34bdca0ad4c64924e8bb800a94d14.
[39] Wang, Chao, Zhang, Zhengjia, Zhang, Hong, Zhang, Bo, Tang, Yixian, Wu, Qingbai. Active Layer Thickness Retrieval of Qinghai-Tibet Permafrost Using the TerraSAR-X InSAR Technique. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2018, 11(11): 4403-4413, [40] Zhengjia Zhang, Chao Wang, Hong Zhang, Yixian Tang, Xiuguo Liu. Analysis of Permafrost Region Coherence Variation in the Qinghai-Tibet Plateau with a High-Resolution TerraSAR-X Image. REMOTE SENSING[J]. 2018, 10(2): https://doaj.org/article/d3d0474e9e984f5b83760a48d0015e39.
[41] Zhengjia Zhang, Chao Wang, Mengmeng Wang, Ziwei Wang, Hong Zhang. Surface Deformation Monitoring in Zhengzhou City from 2014 to 2016 Using Time-Series InSAR. REMOTE SENSING[J]. 2018, 10(11): https://doaj.org/article/37b6fd277b3f42e5b5fee4f3dd1e9aa8.
[42] Lixia Gong, Chao Wang, Fan Wu, Jingfa Zhang, Hong Zhang, Qiang Li. Earthquake-Induced Building Damage Detection with Post-Event Sub-Meter VHR TerraSAR-X Staring Spotlight Imagery. REMOTE SENSING[J]. 2016, 8(11): https://doaj.org/article/c622365cb5a44a1fab67f7d679f3c2d0.
[43] Zhengjia Zhang, Chao Wang, Yixian Tang, Qiaoyan Fu, Hong Zhang. Subsidence monitoring in coal area using time-series InSAR combining persistent scatterers and distributed scatterers. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATIONS AND GEOINFORMATION. 2015, 39: 49-55, http://dx.doi.org/10.1016/j.jag.2015.02.007.
[44] Chen, Jiehong, Zhang, Bo, Wang, Chao. Backscattering Feature Analysis and Recognition of Civilian Aircraft in TerraSAR-X Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2015, 12(4): 796-800, http://www.irgrid.ac.cn/handle/1471x/1047365.
[45] Liu, Meng, Zhang, Hong, Wang, Chao, Wu, Fan. Change Detection of Multilook Polarimetric SAR Images Using Heterogeneous Clutter Models. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2014, 52(12): 7483-7494, https://www.webofscience.com/wos/woscc/full-record/WOS:000341532100001.
[46] Wang, Chao, Jiang, Shaofeng, Zhang, Hong, Wu, Fan, Zhang, Bo. Ship Detection for High-Resolution SAR Images Based on Feature Analysis. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2014, 11(1): 119-123, http://ir.ceode.ac.cn/handle/183411/29220.
[47] Hong Zhang, Lei Xie, Chao Wang, Fan Wu, Bo Zhang. Investigation of the capability of H-α decomposition of compact polarimetric SAR. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2014, [48] Wang, Chao, Zhang, Hong, Wu, Fan, Jiang, Shaofeng, Zhang, Bo, Tang, Yixian. A Novel Hierarchical Ship Classifier for COSMO-SkyMed SAR Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2014, 11(2): 484-488, http://ir.ceode.ac.cn/handle/183411/29210.
[49] Zhang, Hong, Tian, Xiaojuan, Wang, Chao, Wu, Fan, Zhang, Bo. Merchant Vessel Classification Based on Scattering Component Analysis for COSMO-SkyMed SAR Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2013, 10(6): 1275-1279, http://ir.ceode.ac.cn/handle/183411/29550.
[50] Wu, Fan, Wang, Chao, Zhang, Hong, Zhang, Bo, Tang, Yixian. Rice Crop Monitoring in South China With RADARSAT-2 Quad-Polarization SAR Data. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2011, 8(2): 196-200, http://ir.ceode.ac.cn/handle/183411/29254.
[51] Wang, C, Zhang, H, Shan, XJ, Ma, A, Liu, Z, Chen, SZ, Lu, GL, Tang, YX, Guo, ZQ. Applying SAR interferometry for ground deformation detection in China. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING[J]. 2004, 70(10): 1157-1165, http://ir.ceode.ac.cn/handle/183411/29746.
发表著作
(1) 全极化合成孔径雷达图像处理, 科学出版社, 2008-07, 第 1 作者
(2) 高分辨率SAR图像船舶目标检测与分类, 科学出版社, 2013-11, 第 1 作者
(3) 极化SAR理论、方法与应用, 科学出版社, 2015-07, 第 2 作者
(4) 青藏高原冻土环境与工程雷达遥感研究, 科学出版社, 2019-12, 第 1 作者

科研活动

   
科研项目
( 1 ) 高分辨率SAR散射机理与应用关键科学问题研究, 负责人, 国家任务, 2014-01--2018-12
( 2 ) 大时空尺度SAR遥感地物信息智能处理机理与方法研究, 负责人, 国家任务, 2020-01--2024-12
( 3 ) 全国尺度地表形变合成孔径雷达干涉测量, 负责人, 中国科学院计划, 2020-09--2021-12
( 4 ) 双向SAR卫星任务与SDGs关联分析, 负责人, 中国科学院计划, 2022-06--2022-12
( 5 ) 高原冻土无人机合成孔径雷达干涉测量系统, 负责人, 国家任务, 2024-01--2028-12
参与会议
(1)Thaw Slump-derived Thermokarst Monitoring by ALOS-2 in Qinghai-Tibet Plateau   Chao Wang, Lichuan Zou, Yixian Tang, Hong Zhang   2023-11-06
(2)Dual Satellite Bistatic SAR Constellation Mission for SDGs   2023年大数据时代雷达遥感会议   Chao Wang, Kai Jiang, Chaoming Si, et al.   2023-09-20
(3)Permafrost monitoring using TerraSR-X/TanDEM-X in the northern Qinghai-Tibet   TerraSAR-X/TanDEM-X科学计划会议   2019-10-20
(4)Ship classification with deep learning using Cosmo-SkyMed SAR data   2017年国际地学与遥感会议   2017-07-24
(5)MONITORING PERMAFROST SOIL MOISTURE WITH MULTI-TEMPORAL TERRASAR-X DATA IN NORTHERN TIBET   国际地学与遥感会议   Chao Wang   2016-07-11