遥感技术研究所

教师介绍

项德良,1989年4月生,教授,德国洪堡学者,入选国家级青年人才托举工程人才计划,全军优秀博士学位论文获得者、北京化工大学高层次人才。2006-2016年在武汉大学,国防科技大学获得遥感科学与技术专业本科、摄影测量与遥感专业硕士、信息与通信工程专业博士学位。2014-2016年在瑞典皇家理工学院获得测地学与地理信息处理专业博士学位。2020年入职北京化工大学工作至今,主要讲授《深度学习》、《人工智能导论》、《多源信息融合》等课程。主要研究方向为微波遥感信息处理、人工智能算法、遥感原理与应用等。现主持国家自然科学基金青年和面上项目、重点实验室基金项目等。近五年发表文章70余篇,申请发明专利15项。其中以第一/通讯作者在ISPRS&PRS、IEEE TGRS等遥感领域顶级期刊与国际会议发表论文50余篇。现为中国电子学会会员,IEEE会员,ISPRS&PRS、RSE、IEEE TGRS等20余个期刊审稿人。先后获得省部级科技进步二等奖、中国电子学会自然科学二等奖、全国高分遥感影像解译大赛一等奖。


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保送、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)、电子信息(计算机技术-05图像智能信息处理算法研究)

  • 主要科研项目

    项目名称 项目来源
    基于散射机理的超像素模型构建及极化SAR图像快速精细化分类 国家自然科学基金面上项目
    极化SAR建筑物散射机理精细化描述与信息提取关键技术研究 国家自然科学基金青年项目
    地面时敏目标极化SAR数据集制备技术研究 重点实验室基金
    Fine Description of Scattering Mechanisms with Polarimetric SAR Data and Its Application on Urban Area Remote Sensing 德国洪堡学者基金

    主要论文

  • Liang Zhang;Shengtao Lu;Canbin Hu; Deliang Xiang* ;Tao Liu;Yi Su, “Superpixel Generation for SAR Imagery Based on Fast DBSCAN Clustering with Edge Penalty,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(JSTARS) , 2021.
  • Han Zhang;Lin Lei;Weiping Ni;Tao Tang;Junzheng Wu; Deliang Xiang* ;Gangyao Kuang, “Explore Better Network Framework for High Resolution Optical and SAR Image Matching,” IEEE Transactions on Geoscience and Remote Sensing(TGRS), 2021.
  • Gao Han;Changcheng Wang; Deliang Xiang ;Jiawei Ye;Guanya Wang, “TSPol-ASLIC: Adaptive Superpixel Generation with Local Iterative Clustering for Time-series Quad- and Dual-Polarization SAR Data,” IEEE Transactions on Geoscience and Remote Sensing(TGRS) , 2021.
  • Jing Wenbo;Tian Jin; Deliang Xiang* , “Fast Superpixel-Based Clustering Algorithm for SAR Image Segmentation,” IEEE Geoscience and Remote Sensing Letters(LGRS) , 2021.
  • Qiang Yin;Jie Xu; Deliang Xiang* ;Yongsheng Zhou;Fan Zhang, “Polarimetric Decomposition with An Urban Area Descriptor for Compact Polarimetric SAR Data,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(JSTARS) , 2021.
  • Xian Sun;Peijin Wang;Zhiyuan Yan;Diao Wenhui;Xiaonan Lu;Zhujun Yang;Yidan Zhang; Deliang Xiang ;Chen Yan; Jie Guo;Bo Dang;Wei Wei;Feng Xu;Cheng Wang;Ronny Hansch;Martin Weinmann;Naoto Yokoya, “Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing(JSTARS) , 2021.
  • Jianda Cheng;Fan Zhang; Deliang Xiang* ;Qiang Yin;Yongsheng Zhou;Wei Wang, “PolSAR Image Land Cover Classification Based on Hierarchical Capsule Network,” Remote Sensing (RS) , 2021.
  • Jianda Cheng;Fan Zhang; Deliang Xiang* ;Qiang Yin;Yongsheng Zhou, “PolSAR Image Classification with Multi-scale Superpixel-Based Graph Convolutional Network,” IEEE Transactions on Geoscience and Remote Sensing(IEEE TGRS) , 2021.
  • Wenbo Jing;Tian Jin; Deliang Xiang* , “Content-Sensitive Superpixel Generation for SAR Images With Edge Penalty and Contraction-Expansion Search Strategy,” IEEE Transactions on Geoscience and Remote Sensing(IEEE TGRS) , 2021.
  • Sinong Quan; Yao Qin; Deliang Xiang* ; Wei Wang; Xuesong Wang, “Polarimetric Decomposition-Based Unified Manmade Target Scattering Characterization with Mathematical Programming Strategies,” IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2021.
  • Sinong Quan; Deliang Xiang* ; Wei Wang; Boli Xiong; Gangyao Kuang, “Scattering Feature-Driven Superpixel Segmentation for Polarimetric SAR Images,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS) , 2021, 14: 2173-2183.
  • Deliang Xiang , Fan Zhang, Wei Zhang, Tao Tang, Dongdong Guan, Liang Zhang, and Yi Su, “Fast Pixel-Superpixel Region Merging for SAR Image Segmentation,” IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS) , 2020.
  • Wei Zhang, Deliang Xiang* , and Yi Su, “Fast Multiscale Superpixel Segmentation for SAR Imagery,” IEEE Geoscience and Remote Sensing Letters (IEEE GRSL) , 2020.
  • Wenbo Jing, Tin Jin, and Deliang Xiang* , “Edge-Aware Superpixel Generation for SAR Imagery With One Iteration Merging,” IEEE Geoscience and Remote Sensing Letters (IEEE GRSL) , 2020.
  • Wenbo Jing, Tin Jin, and Deliang Xiang* , “SAR Image Edge Detection With Recurrent Guidance Filter,” IEEE Geoscience and Remote Sensing Letters (IEEE GRSL) , 2020.

  • 研究成果