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Ph.D.

Email: dreamliu2010@gmail.com

Short biography

Li LiuLi Liu received her B.S. degree in Communication Engineering in 2003 and her M.S. degree in Remote Sensing and Geographic Information Systems in 2005 from the National University of Defense Technology, Changsha, China, where she is currently pursuing a Ph.D.  During her PhD study she spent two years as a Visiting Student at the University of Waterloo, Canada, and she has held a visiting appointment at the Peking University in China.

Supervisors

David A. ClausiPaul Fieguth

Research interests

Her current research interests include computer vision, texture analysis, pattern recognition and image processing.

Research topics

Image Segmentation/Classification

Research demos

Texture Classification

Publications

Journal articles

Liu, L., Y. Wei, P. Fieguth, and G. Kuang, "Fusing Sorted Random Projections for Robust Texture Classification and Material Categorizationpdf", IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 3, pp. 482 - 496, 2015. Details

Liu, L., Y. Long, P. Fieguth, S. Lao, and G. Zhao, "BRINT: Binary Rotation Invariant and Noise Tolerant Texture Classificationpdf", IEEE Transactions on Image Processing, vol. 23, no. 7, 2014. Details

Liu, L.P. FieguthD. A. Clausi, and G. Kuang, "Sorted Random Projections for Robust Rotation Invariant Texture Classificationpdf", Pattern Recognition, vol. 45, no. 6, pp. 2405-2418, June, 2012. Details

Liu, L., and P. Fieguth, "Texture classification from random featurespdf", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, issue 3, pp. 574 - 586, 2012. Details

Liu, L.P. Fieguth, L. Zhao, Y. Long, and G. Kuang, "Extended Local Binary Patterns for Texture Classification", Image and Vision Computing, vol. 30, no. 2, pp. 86-99, 2012. Details

Conference papers

Liu, L.P. Fieguth, M. Pietikäinen, and S. Lao, "Median Robust Extended Local Binary Pattern for Texture Classification", IEEE International Conference on Image Processing, Accepted. Details
 
Liu, L.P. Fieguth, G. Zhao, and M. Pietikäinen, "Extended Local Binary Pattern Fusion for Face Recognition",International Conference on Image Processing, 2014. Details
 
Liu, L., B. Yang, P. Fieguth, Z. Yang, and Y. Wei, "BRINT: A Binary Rotation Invariant and Noise Tolerant Texture Descriptor", International Conference on Image Processing, Melbourne, 2013. Details
 
Liu, L.P. Fieguth, and G. Kuang, "Generalized Local Binary Patterns for Texture Classificationpdf", British Machine Vision Conference, Dundee, 2011. Details
 
Liu, L.P. Fieguth, G. Kuang, and H. Zha, "Sorted Random Projections for Robust Texture Classificationpdf",International Conference on Computer Vision (ICCV), Barcelona, 2011. Details


 Liu, L.P. Fieguth, and G. Kuang, "Combining Sorted Random Features for Texture Classificationpdf", International Conference on Image Processing, Brussels, 2011. Details

Liu, L.P. Fieguth, and G. Kuang, "Compressed sensing for robust texture classificationpdf", 10th Asian Conference on Computer Vision (ACCV'10), pp. 383–396, 2010. Details

Liu, L., and P. Fieguth, "Texture classification using compressed sensingpdf", 7th Canadian Conference on Computer and Robot Vision, pp. 71 - 78, 2010. Details

Affiliation: 
University of Waterloo

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