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M.A.Sc.

Email: p5yu@alumni.uwaterloo.ca

Website: http://www.peteryu.ca

Short biography

Peter YuI am a researcher and developer with expertise in the areas of image processing, remote sensing and computer vision. I received BASc and MASc degrees in Systems Design Engineering from the University of Waterloo in 2007 and 2009, respectively. After obtaining my MASc, I continued working with the VIP lab as a research associate from 2009 - 2010. Since 2010, I have been working in industry on image processing techniques for medical and remote sensing applications.

Supervisors

David A. Clausi

Research interests

My research interests include image processing, image segmentation, data fusion, image synthesis and image enhancement for both remote sensing and medical applications.

Research topics

Image Segmentation/Classification

Remote Sensing

Research demos

SAR Sea Ice Image Synthesis

Satellite SAR Sea Ice Classification

MAGIC System

Publications

Journal articles

Yu, P.K. Qin, and D. A. Clausi, "Feature extraction of dual-pol SAR imagery for sea ice image segmentation.pdf",Canadian Journal of Remote Sensing, vol. 38, issue 3, pp. 352 - 366, 2012. Details

Yu, P.D. A. Clausi, and K. Qin, "Unsupervised polarimetric SAR image segmentation and classification using region growing with edge penaltypdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 50, issue 4, pp. 1302 - 1317, 2012. Details

Clausi, D. A.K. Qin, M. S. Chowdhury, P. Yu, and P. Maillard, "MAGIC: MAp-Guided Ice Classification system for operational analysispdf", Canadian Journal of Remote Sensing, vol. 36, no. 1, pp. S13-S25, 2010. Details

Wong, A.P. YuW. Zhang, and D. A. Clausi, "Icesynth II: Synthesis of SAR sea-ice imagery using region-based posterior samplingpdf", IEEE Geosciences and Remote Sensing Letters, vol. 7, no. 2, pp. 348 – 351, 2010.Details

Yu, P.D. A. Clausi, and S. Howell, "Fusing AMSR-E and QuikSCAT imagery for improved sea ice recognitionpdf", IEEE Transactions on Geoscience and Remote Sensing, vol. 47, no. 7, pp. 1980 - 1989, 2009. Details

Conference papers

Yu, P.D. A. Clausi, R. De Abreu, and T. Agnew, "Combining AMSR-E and QuikSCAT image data to improve sea ice classificationpdf", 5th Workshop on Pattern Recognition for Remote Sensing, Tampa, Florida, USA, Dec. 7, 2008. Details

Clausi, D. A.K. Qin, M. S. Chowdhury, P. Yu, and P. Maillard, "MAGIC: MAp-Guided Ice Classification system for operational analysispdf", 5th IAPR Workshop on Pattern Recognition in Remote Sensing, Tampa, FL, USA, 2008.Details

Theses

Yu, P., "Segmentation of RADARSAT-2 Dual-Polarization Sea Ice Imagerypdf", Systems Design Engineering, Waterloo, Ontario, Canada, University of Waterloo, 2009. Details

Affiliation: 
University of Waterloo

Profiles by type