项德良，1989年4月生，教授，德国洪堡学者，入选某领域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，北京化工大学青年英才百人。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、模式识别及深度学习遥感应用等。现主持国家自然科学基金青年和面上项目、教育部基金、ZB预研、基础加强项目等十余项。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，RS期刊编辑。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。
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招生专业 Admissions Major
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 Selected Research Projects
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Research Paper
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Research Achievements
