Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation

Fuzzy c-means (FCM) algorithm as a traditional clustering algorithm for image segmentation cannot effectively preserve local spatial information of pixels, which leads to poor segmentation results with inconsistent regions. For the remedy, superpixel technologies are applied, but spatial information...

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Bibliographic Details
Published in:	IEEE signal processing letters Vol. 28; pp. 897 - 901
Main Authors:	Guan, Junyi, Li, Sheng, He, Xiongxiong, Chen, Jiajia
Format:	Journal Article
Language:	English
Published:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Clustering Clustering algorithms Clustering methods Complexity Density density peak clustering Image reconstruction Image segmentation kNN peak-graph Resource management Robustness Signal processing algorithms Spatial data Vegetation
ISSN:	1070-9908, 1558-2361
Online Access:	Get full text
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