基本信息

王超  男  博导  中国科学院空天信息创新研究院研究员,中国科学院大学岗位教授
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

硕士生、博士生

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
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
2011-01-01-今,遥感技术与应用, 副主编

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.

[2] 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.

[3] 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) Paddy rice mapping in Thailand using time-series Sentinel-1 data and deep learning model, Remote Sensing, 2021, 第 3 作者
(2) Rice mapping using a BiLSTM-attention model from multitemporal Sentinel-1 Data, Agriculture, 2021, 第 4 作者
(3) Inversion of seismic source parameters from satellite InSAR data based on deep learning, Tectonophysics, 2021, 通讯作者
(4) First mapping of China surface movement using supercomputing interferometric SAR technique, Science Bulletin, 2021, 第 1 作者
(5) Built-up Area Mapping in China from GF-3 SAR Imagery Based on the Framework of Deep Learning, Remote Sensing of Environment, 2021, 通讯作者
(6) Time series insar three-dimensional displacement inversion model of coal mining areas based on symmetrical features of mining subsidence, Remote Sensing, 2021, 通讯作者
(7) Multitemporal water extraction of dongting lake and poyang lake based on an automatic water extraction and dynamic monitoring framework, Remote Sensing, 2021, 第 2 作者
(8) Permafrost thawing and freezing process observed by terrasar-x interferometry in the northern qinghai-tibet plateau, Proceedings of EUSAR2021, 2021, 第 1 作者
(9) Soil moisture estimation based on the distributed scatterers adaptive filter over the qtp permafrost region using sentinel-1 and high-resolution terrasar-x data, International Journal of Remote Sensing, 2021, 第 3 作者
(10) A Two-Component Deep Learning Network for SAR Image Denoising, IEEE Access, 2020, 第 3 作者
(11) Quad-pol reconstruction from compact polarimetry using a fully convolutional network, Remote Sensing Letters, 2020, 第 3 作者
(12) Weakly supervised ship detection from SAR images based on a three-component CNN-CAM-CRF model, Journal of Applied Remote Sensing, 2020, 第 3 作者
(13) Monitoring of large-scale landslides in Zongling, Guizhou, China, with improved distributed scatterer interferometric SAR time series methods, Landslides, 2020, 通讯作者
(14) 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, 2020, 通讯作者
(15) Spaceborne SAR Data for Regional Urban Mapping Using a Robust Building Extractor, Remote Sensing, 2020, 第 3 作者
(16) A Multi-Scale U-Shaped Convolution Auto-Encoder Based on Pyramid Pooling Module for Object Recognition in Synthetic Aperture Radar Images, Sensors, 2020, 第 5 作者
(17) MW-ACGAN: Generating Multiscale High-Resolution SAR Images for Ship Detection, Sensors, 2020, 第 3 作者
(18) Soil Moisture Estimation based on the Distributed Scatterers Adaptive Filter over the QTP Permafrost Region using Sentinel-1 and High-resolution TerraSAR-X Data, International Journal of Remote Sensing, 2020, 第 3 作者
(19) 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, 2020, 第 3 作者
(20) Multi-Temporal InSAR Parallel Processing for Sentinel-1 Large-Scale Surface Deformation Mapping, Remote Sensing, 2020, 第 3 作者
(21) 简缩极化SAR数据处理与应用研究进展, 雷达学报, 2020, 第 3 作者
(22) Multi-Temporal SAR Data Large-Scale Crop Mapping Based on U-Net Model, Remote Sensing, 2019, 第 3 作者
(23) Automatic Ship Detection Based on RetinaNet Using Multi-Resolution Gaofen-3 Imagery, Remote Sensing, 2019, 第 2 作者
(24) A SAR Dataset of Ship Detection for Deep Learningunder Complex Backgrounds, Remote Sensing, 2019, 第 2 作者
(25) Fine-grained ship classification based on deep residual learning for high-resolution SAR images, Remote Sensing Letters, 2019, 第 3 作者
(26) Fine-grained ship classification based on deep residual learning for high-resolution SAR images, Remote Sensing Letters, 2019, 第 3 作者
(27) Deformation estimation for time series InSAR using simulated annealing algorithm, Sensors, 2019, 第 3 作者
(28) Time-Series InSAR Monitoring of Permafrost Freeze-Thaw Seasonal Displacement over Qinghai–Tibetan Plateau Using Sentinel-1 Data, Remote Sensing, 2019, 第 3 作者
(29) Urban Building Change Detection in SAR Images Using Combined Di erential Image and Residual U-Net Network, Remote Sensing, 2019, 第 2 作者
(30) Operational Flood Detection Using Sentinel-1 SAR Data over Large Areas, Water, 2019, 第 3 作者
(31) Crop Classification Based on Temporal Information Using Sentinel-1 SAR Time-Series Data, Remote Sensing, 2018, 第 3 作者
(32) Permafrost soil moisture monitoring using multi-temporal TerraSAR-X data in Beiluhe of northern Tibet, China, Remote Sensing, 2018, 第 1 作者
(33) 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, 2018, 第 1 作者
(34) Ship classification in high-resolution SAR images using deep learning of small datasets, Sensors, 2018, 第 2 作者
(35) Operational built-up areas extraction for cities in China using Sentinel-1 SAR data, Remote Sensing, 2018, 第 3 作者
(36) SAR image change detection using saliency extraction and shearlet transform, IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2018, 第 3 作者
(37) Analysis of permafrost region coherence variation in the Qinghai-Tibet Plateau with a high-resolution TerraSAR-X image, Remote Sensing, 2018, 第 2 作者
(38) Surface deformation monitoring in Zhengzhou city from 2014 to 2016 using time-series InSAR, Remote Sensing, 2018, 第 2 作者
(39) Ship discrimination with deep convolutional neural networks in SAR images, Proceedings of IGARSS 2018, 2018, 第 2 作者
(40) A classification method for PolSAR images using SLIC superpixel segmentation and deep convolution neural network, Proceedings of IGARSS 2018, 2018, 第 3 作者
(41) An tensor-based corn mapping scheme with Radarsat-2 fully polarimetric images, Proceedings of IGARSS 2018, 2018, 第 3 作者
(42) Ship classification with deep learning using Cosmo-SkyMed SAR data, Proceedings of IGARSS2017, 2017, 第 1 作者
(43) Comparative analysis of classification results between cmpact and fully polarimetric SAR images in random forest classifier, Proceedings of IGARSS 2017, 2017, 第 3 作者
(44) An efficient object-oriented method of azimuth ambiguities removal for ship detection in SAR images, Proceedings of IGARSS 2017, 2017, 通讯作者
(45) building classification form single TerraSAR-X ST image by fusing structure features in the pyramid framework, Proceedings of IGARSS 2017, 2017, 通讯作者
(46) SAR image change detection method based on visual attention, Proceedings of IGARSS 2017, 2017, 第 2 作者
(47) Integrating H-A-α with fully convolutional networks for fully PolSAR classification, Proceedings of 2017 International Workshop on Remote Sensing with Intelligent Processing (RSIP), 2017, 第 2 作者
(48) The deformation analysis of Wenjiagou giant landslide by the distributed scatterer interferometry technique, Landslides, 2017, 第 3 作者
(49) Automatic Detection of Low-Rise Gable-Roof Building from Single Submeter SAR Images Based on Local Multilevel Segmentation, Remote Sensing, 2017, 通讯作者
(50) An adaptive two-scale enhancement method to visualize man-made objects in very high resolution SAR images, Remote Sensing Letters, 2015, 通讯作者
(51) Classification of Vessels in Single-Pol COSMO-SkyMed Images Based on Statistical and Structural Features, Remote Sensing, 2015, 通讯作者
(52) Capability of Rice Mapping Using Hybrid Polarimetric SAR Data, IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, 2015, 第 4 作者
(53) Similarity analysis of entropy/alpha decomposition between HH/VV dual- and quad-polarization SAR data, Remote Sensing Letters, 2015, 第 3 作者
(54) A unified framework for crop classification in southern China using fully polarimetric, dual polarimetric, and compact polarimetric SAR data, International Journal of Remote Sensing, 2015, 第 4 作者
(55) "Scatter coherence" suppression for TomoSAR in urban area, Remote Sening Letters, 2015, 通讯作者
(56) Characterization of the giant Landslide at Wenjiagou by the insar technique using TSX-TDX CoSSC data, Landslides, 2015, 通讯作者
(57) Subsidence monitoring in coal area using time-series InSAR combining persistent scatterers and distributed scatterers, International Journal of Applied Earth Observation and Geoinformation, 2015, 通讯作者
(58) Analysis of ground subsidence at a coal-mining area in Huainan using time-series InSAR, International Journal of Remote Sensing, 2015, 通讯作者
(59) Backscattering Feature Analysis and Recognition of Civilian Aircraft in TerraSAR-X Image, IEEE Geoscience and Remote Sensing Letters, 2015, 第 3 作者
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, 主持, 国家级, 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, 主持, 国家级, 2020-01--2024-12
参与会议
(1)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
(2)Ship classification with deep learning using Cosmo-SkyMed SAR data   2017年国际地学与遥感会议   2017-07-24
(3)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