A Novel Spectral Clustering and its Application in Image Processing

A Novel Spectral Clustering and its Application in Image Processing

This paper proposes an improved spectral clustering algorithm based on neighbour adaptive scale, who fully considers the local structure of dataset using neighbour adaptive scale, which simplifies the selection of parameters and makes the improved algorithm insensitive to both density and outliers...

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Bibliographic Details
Main Authors: Gu Ruijun, Chen Shenglei, Wang Jiacai
Format: Article
Language:English
Published: Eastern Macedonia and Thrace Institute of Technology 2013-01-01
Series:Journal of Engineering Science and Technology Review
Subjects:
Spectral graph theory
Spectral clustering
Neighbour adaptive scale
Image segmentation
Online Access:http://www.jestr.org/downloads/Volume6Issue3/fulltext3632013.pdf

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