Xudong Zhao

Xudong Zhao (赵旭东)
Ph.D Candidate

Beijing Key Laboratory of Fractional Signals and Systems (FDSS), Beijing Institute of Technology
Image Processing and Interpretation, IMEC Research Group (IPI-IMEC), Ghent University

Location: Building 10-Room 507, Zhongguancun South Street #5, Haidian District, Beijing, China
News | Research Interest | Education | Publications | Services | Awards

Email: zhaoxudong@bit.edu.cn
[CV] [Google Scholar] [GitHub] [ORCID]

News

[2021.03] One paper is accepted by IEEE TGRS (link, code)!
[2020.04] One paper is accepted by IEEE TGRS (link, code)!
[2019.09] One paper is accepted by IEEE JSTARS (link, code)!
[2019.04] One paper is accepted by IEEE JSTARS (link)!

Research Interest

I work in the field of hyperspectral image processing, multi-source remote sensing classification and fractional signal processing. Currently, I focus on the following research topics:

Multi-source remote sensing classification
Fractional signal processing with its application in hyperspectral image processing
Hyperspectral image anomaly detection

Education

2019.09-2022.06 Ph.D in IPI IMEC, Gent University. Supervisor: Prof. Wilfried Philips & Wenzhi Liao
2016.09-2022.06 Ph.D in FDSS, Beijing Institute of Technology. Supervisor: Prof. Ran Tao & Wei Li
2012.09-2016.06 B.E. in School of Information and Electronics, Beijing Institute of Technology. Supervisor: Prof. Ran Tao

Publications

Journals:

[4] X. Zhao, R. Tao, W. Li, W. Philips, and W. Liao, “Fractional Gabor Convolutional Network for Multisource Remote Sensing Data Classification,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), pp. 1-18, 2021. (SCI Q1 Top, IF=5.6) [Link] [PDF] [Code] [BibTeX]

[3] X. Zhao, R. Tao, W. Li, H. Li, Q. Du, W. Liao, and W. Philips, “Joint classification of hyperspectral and LiDAR data using hierarchical random walk and deep CNN architecture,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 58, no. 10, pp. 7355-7370, 2020. (SCI Q1 Top, IF=5.6) [Link] [PDF] [Code] [BibTeX]

[2] R. Tao, X. Zhao, W. Li, H. Li, and Q. Du, “Hyperspectral anomaly detection by fractional Fourier entropy,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 12, no. 12, pp. 4920-4929, 2019. (SCI Q2, IF=3.784) [Link] [PDF] [Code] [BibTeX]

[1] X. Zhao, R. Tao, X. Kang, and W. Li “Hierarchical-Biased Random Walk for Urban Remote Sensing Image Segmentation,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 12, no. 5, 1521-1533, 2019. (SCI Q2, IF=3.784) [Link] [PDF] [BibTeX]

Conferences:

[1] C. Chen, X. Zhao, W. Li, R. Tao, and Q. Du, “Collaborative Classification of Hyperspectral and Lidar Data With Information Fusion and Deep Nets,” Proceeding of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), in Yokohama, Japan, pp. 2475-2478, 2019. (EI, Poster) [PDF]

[1] X. Zhao, R. Tao, and W. Li “Multisource Remote Sensing Data Classification Using Deep Hierarchical Random Walk Networks,” Proceeding of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), in Brighton, UK, pp. 2187-2191, 2019. (EI, Poster) [PDF] [Slides]

Services

Membership:

IEEE, Student Member, 2019-Now
IEEE Signal Processing Society (SPS), Student Member, 2019-Now
IEEE Geoscience and Remote Sensing Society (GRSS), Student Member, 2019-Now

Journal Reviewer:

IEEE Transactions on Geoscience and Remote Sensing (TGRS)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)
IEEE Geoscience and Remote Sensing Letters (GRSL)
IEEE Signal Processing Letters (SPL)
International Journal of Remote Sensing
Journal of Beijing Institute of Technology
Agricultural and Forest Meteorology
Waste Management

Awards

2019, Outstanding Graduate Student, Beijing Institute of Technology | 北京理工大学优秀研究生
2019, SMC Scholarship, Beijing Institute of Technology | SMC奖学金
2019, First Prize of Academic Scholarship, Beijing Institute of Technology | 学业奖学金一等奖