计算机视觉与遥感图像理解

地理空间大数据解译

   

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

2026-01-01-今,IEEE JSTARS, 副编辑(AE)
2025-05-01-今,雷达学报, 数据主编

   

（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