Dictionary training for sparse representation as generalization of K-means clustering

Dictionary training for sparse representation as generalization of K-means clustering

Recent dictionary training algorithms for sparse representation like K-SVD, MOD, and their variation are reminiscent of K-means clustering, and this letter investigates such algorithms from that viewpoint. It shows: though K-SVD is sequential like K-means, it fails to simplify to K-means by destroyi...

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書目詳細資料
Main Authors:	Sahoo, Sujit Kumar, Makur, Anamitra
其他作者:	School of Electrical and Electronic Engineering
格式:	Article
語言:	English
出版:	2013
主題:	DRNTU::Engineering::Electrical and electronic engineering
在線閱讀:	https://hdl.handle.net/10356/96655 http://hdl.handle.net/10220/9970
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

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