Sorted Random Projections for robust texture classification

Abstract

This paper presents a simple and highly effective system for robust texture classification, based on (1) random local features, (2) a simple global Bag-of-Words (BoW) representation, and (3) Support Vector Machines (SVMs) based classification. The key contribution in this work is to apply a sorting strategy to a universal yet information-preserving random… (More)
DOI: 10.1109/ICCV.2011.6126267

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