项德良，1989年4月生，工学/哲学博士，教授，博士生导师，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工学博士学位。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哲学博士学位。2020年入职北京化工大学工作至今，主要讲授《机器学习》、《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80余篇，授权发明专利10余项。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60余篇，RS期刊客座编辑，《航空兵器》青年编委。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。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 Admissions Major
博士招生：欢迎信息与通信工程/计算机科学与技术/控制科学与工程等相关专业的同学发邮件咨询！
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学术硕士：信息与通信工程、计算机科学与技术、控制科学与工程
专业硕士：电子信息
电子邮箱：xiangdeliang@buct.edu.cn
主要科研项目 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 |
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 |
主要论文Research Paper
Deliang Xiang, W. Li, X. Sun, H. Wang and Y. Su, "Sidelobe Suppression for High-Resolution SAR Imagery Based on Spectral Reshaping and Feature Statistical Difference," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024, doi: 10.1109/TGRS.2024.3394405.
Deliang Xiang, X. Pan, H. Ding, J. Cheng and X. Sun, "Two-Stage Registration of SAR Images With Large Distortion Based on Superpixel Segmentation," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, doi: 10.1109/TGRS.2024.3392971.
Deliang Xiang, H. Ding, X. Sun, J. Cheng, C. Hu and Y. Su, "PolSAR Image Registration Combining Siamese Multiscale Attention Network and Joint Filter," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-14, 2024, doi: 10.1109/TGRS.2024.3379987.
Deliang Xiang; Yihao Xu; Jianda Cheng; Yuzhen Xie; Dongdong Guan; Progressive Keypoint Detection with Dense Siamese Network for SAR Image Registration, IEEE Transactions on Aerospace and Electronic Systems, 2023, 59(5): 5847-5858.
李能才; 胡粲彬; 王威; 全斯农; 项德良*; SAR图像独立极化方位角整合的极化目标分解法, 测绘学报, 2023, 52(12): 2141-2153.
Deliang Xiang; Xie, Yuzhen; Cheng, Jianda; Xu, Yihao; Zhang, Han; Zheng, Yanpeng; Optical and SAR Image Registration Based on Feature Decoupling Network, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 1-13.
Deliang Xiang; Fan Zhang; Wei Zhang; Tao Tang; Dongdong Guan; Liang Zhang; Yi Su; Fast Pixel-Superpixel Region Merging for SAR Image Segmentation, IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(11): 9319-9335.
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, 2022, 60: 1-18.
Deliang Xiang, Tang T., Ban Y., Su Y., Kuang G; Unsupervised polarimetric SAR urban area classification based on model-based decomposition with cross scattering. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, vol. 116, pp. 86-100.
Deliang Xiang, Wang W., Tang T., et al. (2020) Adaptive Statistical Superpixel Merging With Edge Penalty for PolSAR Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 4, pp. 2412 - 2429.
Deliang Xiang, Tang T., Quan S., Guan D., Su Y. (2019): Adaptive superpixel generation for SAR images with linear feature clustering and edge constraint. IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 6, pp. 3873-3889.
Deliang Xiang, Ban Y., Wang W., Su Y. (2017) Adaptive superpixel generation for polarimetric SAR images with local iterative clustering and SIRV model. IEEE Transactions on Geoscience and Remote Sensing, vol. 55 no. 6, pp. 3115-3131.
荣誉奖励Honor & Awards
北京化工大学优秀硕士学位论文指导教师，2024年