Biography

Bin Xu received the B.S. degree from Tsinghua University, Beijing, China, in 2011, where he is currently working toward the Ph.D. degree in the Department of Electronic Engineering.

His research work focuses on SAR image processing and polarimetric SAR image processing.

Education Background

Aug.2011-Present    D.Sc. in Electronic Engineering, Tsinghua University. Supervisor: Prof. J. Yang

Aug.2007-Jul.2011   B.Sc. in Electronic Engineering, Tsinghua University. Supervisor: Prof. J. Yang

Research

SAR image processing:

SAR image filtering

ENL estimation

Edge detection

Ship detection

PolSAR image processing:

PolSAR image filtering

Decomposition

Ship detection

Classification

Publications

1. B. Xu, Y. Cui, B. Zuo, J. Yang and J. Song, Polarimetric SAR Image Filtering based on Patch Ordering and Simultaneous Sparse Coding, IEEE Transactions on Geoscience and Remote Sensing, to be published. (code)

2. B. Xu, Y. Cui, Z. Li, and J. Yang, An Iterative SAR Image Filtering Method Using Nonlocal Sparse Model, IEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 8, pp. 1635-1639, August 2015. (code)

3. B. Xu, Y. Cui, Z. Li, B. Zuo, J. Yang and J. Song, Patch Ordering-Based SAR Image Despeckling Via Transform-Domain Filtering, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, No. 4, pp. 1682-1695, April 2015. (code)

4. B. Xu, Y. Cui, G. Zhou, B. You, J. Yang, and J. Song, Unsupervised Speckle Level Estimation of SAR Images Using Texture Analysis and AR Model, IEICE trans. commun., Vol. E97-B, No. 3, pp. 691-698, Mar. 2014.

5. Z. Li, B. Xu, and J. Yang, Polarimetric inverse scattering via incremental sparse bayesian multitask learning, IEEE Geoscience and Remote Sensing Letters, to be published.

6. S. Song, B. Xu, Z. Li and J. Yang, Ship Detection in SAR Imagery via Variational Bayesian Inference, IEEE Geoscience and Remote Sensing Letters, Vol. 13, No. 3, pp. 319-323, Mar. 2016.

7. Z. Li, B. Xu, J. Yang and J. Song, A Steady-State Kalman Predictor-Based Filtering Strategy for Non-Overlapping Sub-Band Spectral Estimation,Sensors, vol. 15, no. 1, pp. 110-134, 2015.

8. B. You, B. Xu, J. Yang, C. Yeh, J. Song, Novel supervised classification approach for multifrequency polarimetric SAR data, Journal of Systems Engineering and Electronics, vol. 26, no. 6, pp. 1216-1221, 2015.

9. Z. Li, K. Jin, B. Xu, W. Zhou and J. Yang, An Improved Attributed Scattering Model Optimized by Incremental Sparse Bayesian Learning, IEEE Transactions on Geoscience and Remote Sensing, to be published.

10. F. Yang, W. Gao, B. Xu, and J. Yang, Multi-Frequency Polarimetric SAR Classification Based on Riemannian Manifold and Simultaneous Sparse Representation, Remote Sensing, vol. 7, no. 7, pp. 8469-8488, 2015.

11. D. Yin, G. Wang, B. Xu, and D. Kuang, Image deblurring with mixed regularization via the alternating direction method of multipliers, Journal of Electronic Imaging, vol. 24, no. 4, pp. 043020-043020, 2015.

12. B. You, J. Yang, J. Yin and B. Xu, Decomposition of the Kennaugh Matrix Based on a New Norm, IEEE Geosci. Remote Sens. Lett., Vol. 11, No. 5, pp. 1000-1004, May 2014.