Xuezhi (Bruce) Yang

PDF

xzyang@hfut.edu.cn

Short biography

Bruce PictureXuezhi Yang received his B.Eng. degree from Anhui University, China, in 1992, the M.Eng. degree from Hefei University of Technology, China, in 1995, and the Ph.D. degree from The University of Hong Kong, China, in 2003. From 2006 to 2007, he worked as a postdoctoral research fellow in the Department of Systems Design Engineering at the University of Waterloo, Canada. He is currently a professor in the School of Computer and Information at Hefei University of Technology. His research interests include image processing, pattern recognition, automated interpretation of Synthetic Aperture Radar (SAR) imagery, and automated visual inspection system.

Supervisors

David A. Clausi

Research interests

My research interests are primarily in the fields of image processing and pattern recognition, specifically on the topics of image denoising, image segmentation and discriminative feature extraction. I am also interested in automated interpretation of Synthetic Aperture Radar (SAR) imagery and automated visual inspection system.

Research topics

Image Segmentation/Classification

Remote Sensing

Research demos

Satellite SAR Sea Ice Classification

Publications

Journal articles

Yang, X., and D. A. Clausi, "Evaluating SAR sea ice image segmentation using edge-preserving region-based MRFs.pdf",IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 5, issue 5, pp. 1383-1393, 2012. Details

Conference papers

Yang, X., and D. A. Clausi, "SAR sea ice image segmentation using an edge-preserving region-based MRFpdf", 16th IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, July, 2009. Details

Yang, X., and D. A. Clausi, "Structure-preserving speckle reduction of SAR images using nonlocal means filterspdf", 16th IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, July, 2009. Details

Yang, X., and D. A. Clausi, "SAR sea ice image segmentation based on edge-preserving watersheds", 4th Annual Canadian Conference on Computer and Robot Vision, Montreal, Quebec, Canada, pp. 426 - 431, February, 2007. Details

Affiliation: 
University of Waterloo

Profiles by type