Dr. Deliang Xiang

Time：2024-11-06Views：10

Dr. Deliang Xiang


Professor,Ph.D. Supervisor

member of Information Science and Technology

Email: xiangdeliang@buct.edu.cn



Background                                                                  

Xiang Deliang, born in April 1989, Doctor of Engineering/Philosophy, Professor, Doctoral Supervisor, Humboldt Scholar of Germany, selected for the Talent Program of Young Talent Support Project in a certain field, recipient of Excellent Doctoral Dissertation of the whole army, High-level Talent of Beijing University of Chemical Technology, Beijing University of Chemical Technology, Hundreds of Young Talents.2006-2016, got Bachelor's Degree of Science and Technology of Remote Sensing in Wuhan University, University of National Defense Technology,Received M.S. degree in Photogrammetry and Remote Sensing and Ph.D. degree in Information and Communication Engineering from Wuhan University and National University of Defense Technology from 2006-2016, and Ph.D. degree in Geodesy and Geoinformation Processing from Royal Institute of Technology, Sweden from 2014-2016. Joined Beijing University of Chemical Technology (BUCT)in 2020.

Presiding over more than ten projects of the National Natural Science Foundation of China (NSFC) youth and surface programs, the Ministry of Education Foundation, ZB Preliminary Research, and Basic Enhancement Program. In the past five years, has published more than 80 articles and authorized more than 10 invention patents.Published more than 60 papers as the first/corresponding author in top journals and international conferences in the field of remote sensing, such as ISPRS&PRS, IEEE TGRS, etc. As the guest editor of RS journal, and a member of the youth editorial board of Aerospace Weapons, a member of the Chinese Institute of Electronics, a member of IEEE, and a reviewer for more than 20 journals, including ISPRS&PRS, RSE, and IEEE TGRS. Awarded the second prize of provincial and ministerial-level scientific and technological progress, the second prize of natural science of the Chinese Institute of Electronics, and the first prize of the national high-frequency remote sensing image interpretation contest.

Areas of Research of Expertise

  • microwave remote sensing information processing,

  • artificial intelligence algorithms,

  • pattern recognition and deep learning remote sensing applications.

Teaching                                             

  • Machine Learning, Introduction to Artificial Intelligence,

  • Multi-source Information Fusion, among others.

Research                                                

Funded Research Projects

The National Natural Science Foundation of China:

  • Construction of superpixel model based on scattering mechanism and fast refinement classification of polarized SAR images(National Natural Science Foundation of China)

  • Research on Key Technology of Fine Description and Information Extraction of Scattering Mechanism of Polarized SAR Buildings(National Natural Science Foundation of China)

Five Representative Publications                                           

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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.