Publications

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Filters: Keyword is Compressed Sensing  [Clear All Filters]
2015
Schwartz, S., A. Wong, and D. A. Clausi, "Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance", Journal of Visual Communication and Image Representation, vol. 31, pp. 26-40, 10/2015.
2012
Liu, L., P. Fieguth, D. A. Clausi, and G. Kuang, "Sorted Random Projections for Robust Rotation Invariant Texture Classification", Pattern Recognition, vol. 45, pp. 2405-2418, 05/12, 2012. PDF icon liu-sortedrandomprojections-pr.pdf (2.06 MB)
Liu, L., and P. Fieguth, "Texture classification from random features", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, issue 3, pp. 574 - 586, 2012. PDF icon paper1journallifieguth_final.pdf (2.16 MB)
2011
Liu, L., P. Fieguth, and G. Kuang, "Combining Sorted Random Features for Texture Classification", International Conference on Image Processing, Brussels, 2011. PDF icon lily_icip2011.pdf (203.52 KB)PDF icon liicip2011poster.pdf (488.51 KB)
2010
Liu, L., and P. Fieguth, "Texture classification using compressed sensing", This paper presents a simple, novel, yet very powerful approach for texture classification based on compressed sensing and bag of words model, suitable for large texture database applications with images obtained under unknown viewpoint and illumination. , 2010. PDF icon texture_classification_using_compressed_sensing.pdf (4.52 MB)