遥感技术研究所

教师介绍

马飞，工学博士，副教授，硕士生导师。2020年毕业于北京航空航天大学信号与信息处理专业，获工学博士学位。2017年获国家留学基金委全额资助赴加拿大麦吉尔大学（MCGill）从事图像处理、机器学习方面的访学研究。主要研究方向为人工智能、机器学习、合成孔径雷达（SAR）信号处理、SAR图像解译。在国际期刊上发表SCI论文10余篇，在国际会议LSMS-ICSEE2017上获得“会议最佳论文”提名，获得2020年“中科星图”高分遥感图像解译大赛“高分辨率可见光图像精细化标注”项目第一名。

招生专业

  • 硕士招生：欢迎电子信息工程/计算机科学与技术/人工智能/通信工程等相关专业的同学报送、报考！
  • 学术硕士：信息与通信工程（02图像解译与智能处理）、计算机科学与技术（03图像智能信息处理算法研究）
  • 专业硕士：电子信息（新一代电子信息技术-02遥感信息处理）

    • 主要科研项目

    项目名称 项目来源
    盐田析盐区域极化散射建模与精细分类方法研究 国家自然科学基金
    星载SAR成像与智能解译演示系统 横向课题
    SAR数据GPU实时处理程序开发 横向课题
    海杂波抑制算法的并行处理技术 横向课题

    主要论文

  • Fei Ma , Xuejiao Sun, Fan Zhang, et al. What Catch Your Attention in SAR Images: Saliency Detection Based on Soft-Superpixel Lacunarity Cue[J]. 2023.
  • Fei Ma , Fan Zhang, Deliang Xiang, et al. Fast Task-Specific Region Merging for SAR Image Segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing , 2022.
  • Fei Ma , Deliang Xiang, et al. Weakly Supervised Deep Soft Clustering for Flood Identification in SAR Images[J]. IEEE Geoscience and Remote Sensing Letters 19:1-5, 2022
  • Jiaxin Tang, Deliang Xiang, Fan Zhang, Fei Ma* , et al. Incremental SAR Automatic Target Recognition with Error Correction and High Plasticity. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2022.
  • Fei Ma , Fan Zhang, Qiang Yin, et al. Fast SAR Image Segmentation With Deep Task-Specific Superpixel Sampling and Soft Graph Convolution[J]. IEEE Transactions on Geoscience and Remote Sensing , 2021.
  • 马飞 ，张帆，周勇胜等，“中科星图杯”第四届高分遥感图像解译大赛《高分辨率可见光图像精细化标注》课目一等奖，高分辨率对地观测学术年会组委会, 2020.
  • Fei Ma , Fei Gao, Jun Wang*, Amir Hussain, Huiyu Zhou. A Novel Biologically Inspired Target Detection Method based on Saliency Analysis in SAR Imagery [J]. Neurocomputing, 2020, 402: 66-79.
  • Fei Ma , Fei Gao*, Jinping Sun, Huiyu Zhou and Amir Hussain. Attention Graph Convolution Network for Image Segmentation in Big SAR Imagery Data[J]. Remote Sensing, 2019, 11(21): 2586.
  • Fei Ma , Fei Gao*, Jinping Sun, Huiyu Zhou, Amir Hussain. Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRF[J]. Remote Sensing, 2019, 11(5): 512.
  • Fei Gao, Fei Ma* , Jun Wang, Jinping Sun, Erfu Yang, Huiyu Zhou. Visual Saliency Modeling for River Detection in High-Resolution SAR Imagery[J]. IEEE Access, 2017, 6: 1000-1014.
  • Fei Gao, Fei Ma , Xiling Luo, Jun Wang, Jinping Sun. Hierarchical Feature-Based Detection Method for SAR Targets Under Complex Environment[J]. Chinese Journal of Electronics, 2017, 26(3):647-653.
  • Fei Gao, Fei Ma , Yaotian Zhang*, Jun Wang, Jinping Sun, Erfu Yang, Amir Hussain. Biologically Inspired Progressive Enhancement Target Detection from Heavy Cluttered SAR Images[J]. Cognitive Computation, 2016, 8(5):1-12.
  • Gao F, He Y, Wang J, Ma Fei , et al. Pixel-wise segmentation of SAR imagery using encoder-decoder network and fully-connected CRF[C]. International Conference on Brain Inspired Cognitive Systems. Springer, Cham, 2019: 155-165.
  • Du W, Zhang F, Ma Fei , et al. Improving SAR Target Recognition with Multi-Task Learning[C]. IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 284-287.
  • Liu Y, Zhang F, Ma Fei , et al. Incremental Multitask SAR Target Recognition with Dominant Neuron Preservation[C]. IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 754-757.

    • 研究成果