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Filters: Keyword is Compressed Sensing [Clear All Filters]
"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.
, "Sorted Random Projections for Robust Rotation Invariant Texture Classification", Pattern Recognition, vol. 45, pp. 2405-2418, 05/12, 2012.
liu-sortedrandomprojections-pr.pdf (2.06 MB)
, "Texture classification from random features", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, issue 3, pp. 574 - 586, 2012.
paper1journallifieguth_final.pdf (2.16 MB)
, "Combining Sorted Random Features for Texture Classification", International Conference on Image Processing, Brussels, 2011.
lily_icip2011.pdf (203.52 KB) liicip2011poster.pdf (488.51 KB)
, "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.
texture_classification_using_compressed_sensing.pdf (4.52 MB)
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