Image segmentation based on adaptive K-means algorithm

Abstract Image segmentation is an important preprocessing operation in image recognition and computer vision. This paper proposes an adaptive K-means image segmentation method, which generates accurate segmentation results with simple operation and avoids the interactive input of K value. This metho...

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Bibliographic Details
Main Authors: Xin Zheng, Qinyi Lei, Run Yao, Yifei Gong, Qian Yin
Format: Article
Language:English
Published: SpringerOpen 2018-08-01
Series:EURASIP Journal on Image and Video Processing
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13640-018-0309-3