Evaluation of modified adaptive k-means segmentation algorithm

Abstract Segmentation is the act of partitioning an image into different regions by creating boundaries between regions. k-means image segmentation is the simplest prevalent approach. However, the segmentation quality is contingent on the initial parameters (the cluster centers and their number). In...

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Bibliographic Details
Main Authors: Taye Girma Debelee, Friedhelm Schwenker, Samuel Rahimeto, Dereje Yohannes
Format: Article
Language:English
Published: SpringerOpen 2019-07-01
Series:Computational Visual Media
Subjects:
Online Access:http://link.springer.com/article/10.1007/s41095-019-0151-2