多模态基础模型、计算机视觉与遥感图像理解、多智能体自主协同

   

081002-信号与信息处理

计算机视觉与遥感图像理解，SAR图像质量智能提升

2013-09--2020-01   北京航空航天大学   工学博士
2009-09--2013-07   北京航空航天大学   工学学士

2023-03~现在, 中国科学院空天信息创新研究院, 副研究员
2020-07~2023-03,中国科学院空天信息创新研究院, 助理研究员

2026-04-01-今,CSIG微波智能成像专业委员会, 委员
2026-01-01-今,IEEE JSTARS, 副主编(AE)
2025-05-01-今,雷达学报, 数据主编

   

（1）Spatial-spectral Feature Guidance Network for Fine-grained Object Detection and Recognition on Complex-valued SAR Images, ISPRS Journal of Photogrammetry and Remote Sensing, 2026, 通讯作者；

（2）DFE-Net: A Discriminative Feature Enhancement Network for Aircraft Detection and Recognition based on Spaceborne SAR Complex-valued Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2026, 通讯作者

（3）基于强散射动态原型引导的小样本SAR飞机细粒度检测识别方法, 雷达学报, 2026, 通讯作者；

（4）DGS-CapNet：基于空间-频率感知的SAR图像描述模型，雷达学报，2026，其它作者；

（1） FAIR-CSAR: A Benchmark Dataset for Fine-grained Object Detection and Recognition Based on Single-Look Complex SAR Images, IEEE Transactions on Geoscience and Remote Sensing, 2025, 第 1 作者 

（2） STC-Net: Scattering Topology Cue-based Network for Aircraft Detection in SAR Images, IEEE Transactions on Geoscience and Remote Sensing, 2025, 通讯作者 

（3） Text-enhanced multimodal Method for SAR Ship Classification with Geometry and Polarization Information, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025,  通讯作者 

（4） DAF-Net: Dual-Aperture Feature Fusion Network for Aircraft Detection on Complex-Valued SAR Image, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 通讯作者 

（5） GFA: Generalized Feature Affinity for Semantic Segmentation in Resolution-degraded Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 通讯作者

（6）SFG-Net: A Scattering Feature Guidance Network for Oriented Aircraft Detection in SAR Images, Remote Sensing, 通讯作者

（1） Spatially Variant Filtering Network Based on Generalized Optimal Constraints for Sidelobe Suppression in SAR Images, IEEE Transactions on Geoscience and Remote Sensing, 2024, 通讯作者 

（2） SRT-Net: Scattering Region Topology Network for Oriented Ship Detection in Large-Scale SAR Images, IEEE Transactions on Geoscience and Remote Sensing, 2024, 通讯作者

（3） TAG-Net: Target Attitude Angle-Guided Network for Ship Detection and Classification in SAR Images, Remote Sensing, 2024, 通讯作者 

（4） Adaptive SAR Images Enhancement for Aircraft Detection via Speckle Suppression and Channel Combination, IEEE Transactions on Geoscience and Remote Sensing, 2024, 第 2 作者(共1) 

（5） Domain Adaptive Remote Sensing Image Semantic Segmentation with Prototype Guidance, Neurocomputing, 2024, 第 5 作者

（1）Suppression of Azimuth Ambiguities in Spaceborne SAR Images Using Spectral Selection and Extrapolation, IEEE Transactions on Geoscience and Remote Sensing, 2018, 第 1 作者

（2）Range Sidelobe Suppression Approach for SAR Images Using Chaotic FM Signals, IEEE Transactions on Geoscience and Remote Sensing, 2021, 第 1 作者

（3） A Comprehensive Method of Ambiguity Suppression for Constellation of Geostationary and Low Earth Orbit SAR, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 第 3 作者

（4）Terrain Segmentation in Polarimetric SAR Images Using Dual-Attention Fusion Network, IEEE Geoscience and Remote Sensing Letters, 2020, 第 3 作者

（5）BSNet: Dynamic Hybrid Gradient Convolution Based Boundary-Sensitive Network for Remote Sensing Image Segmentation, IEEE Transactions on Geoscience and Remote Sensing, 2022, 第 3 作者

（6）Adaptive Knowledge Distillation for Lightweight Remote Sensing Object Detectors Optimizing, IEEE Transactions on Geoscience and Remote Sensing, 2022, 第 5 作者

（7）Mutual-Feed Learning for Super-Resolution and Object Detection in Degraded Aerial Imagery, IEEE Transactions on Geoscience and Remote Sensing, 2022, 第 3 作者

（8）A Parameter-Free Enhanced SS&E Algorithm Based on Deep Learning for Suppressing Azimuth Ambiguities, IEEE Transactions on Geoscience and Remote Sensing, 2022, 第 3 作者

（9）PW-MFL: Promoting Semantic Segmentation in Resolution-Degraded Aerial Images via Pixel-Wise Mutual-Feed Learning, IEEE Transactions on Geoscience and Remote Sensing, 2023, 第 2 作者

（10） DPFF-Net: Dual-Polarization Image Feature Fusion Network for SAR Ship Detection, IEEE Transactions on Geoscience and Remote Sensing, 2023, 第 2 作者

（11） SPANet: Spatial Adaptive Convolution Based Content-Aware Network for Aerial Image Semantic Segmentation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 第 4 作者

空天信息产业技术路线图, 中国科学技术出版社, 2024-06

Deep Learning for Synthetic Aperture Radar Remote Sensing, Elsevier, 2025 (Chapter 9)