A Linear Fitting Density Peaks Clustering Algorithm for Image Segmentation

A Linear Fitting Density Peaks Clustering Algorithm for Image Segmentation

Clustering by fast search and finding of density peaks algorithm (DPC) is a recently developed method and can obtain promising results. However, DPC needs users to determine the number of clusters in advance, thus the clustering results are unstable and deeply influenced by the number of clusters. T...

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Bibliographic Details
Main Authors: Tiantian Zhao, Yizhang Wang, Jianan Wu, Xu Zhou, You Zhou
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2018-01-01
Series:Tehnički Vjesnik
Subjects:
clustering
density peaks
image segmentation
linear fitting
Online Access:https://hrcak.srce.hr/file/298277

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