文章基本信息

标题：Efficacious approach for satellite image classification
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作者：Manish Sharma ; Rashmi Gupta ; Deepak Kumar 等
期刊名称：International NGO Journal
印刷版ISSN：1993-8225
出版年度：2011
卷号：3
期号：8
页码：143-150
语种：English
出版社：Academic Journals
摘要：The main idea behind any image classification process is to obtain highest accuracy possible. Minimum distance and parallelepiped method yielded acceptable results for image classification but they are bounded by their inherent limitations. On the other hand, fuzzy based systems are fast and provide good accuracy. In fuzzy, accuracy depends upon the type of membership function used, and how the membership functions in the output of FIS are arranged. In this paper Mamdani fuzzy inference system is used to classify image and how the arrangements and the type of fuzzy membership functions employed in the classification, affected the results obtained, are shown.
关键词：Image classification; fuzzy logic; type of membership function; positioning of membership functions