Fuzzy Clustering Algorithm with Histogram Based Initialization for Remotely Sensed Imagery

The paper presents histogram-based initialzation of Fuzzy C Means (FCM) clustering algorithm for remote sensing image analysis. The drawback of well known FCM clustering is sensitive to the choice of initial cluster centers. In order to overcome this drawback, the proposed algorithm, first, determin...

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Bibliographic Details
Main Authors: Deepa Sharma, Jyoti Singhai
Format: Article
Language:English
Published: VSB-Technical University of Ostrava 2020-01-01
Series:Advances in Electrical and Electronic Engineering
Subjects:
Online Access:http://advances.utc.sk/index.php/AEEE/article/view/3328