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Image segmentation using random features

Published in Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE • Jan 10, 2014
Authors:
Geoff Bull
,
Junbin Gao
,
Michael Antolovich

Abstract

This paper presents a novel algorithm for selecting random features via compressed sensing to improve the performance of Normalized Cuts in image segmentation. Normalized Cuts is a clustering algorithm that has been widely applied to segmenting images, using features such as brightness, intervening ...

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