文章基本信息

标题：Experimental evaluation of nonparametric clustering algorithms for image segmentation
其他标题：Experimental evaluation of nonparametric clustering algorithms for image segmentation
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作者：Yuriy Sinyavskiy ; Sergey Rylov ; Igor Pestunov 等
期刊名称：E3S Web of Conferences
印刷版ISSN：2267-1242
电子版ISSN：2267-1242
出版年度：2020
卷号：223
页码：2008
DOI：10.1051/e3sconf/202022302008
出版社：EDP Sciences
摘要：Experimental evaluation of 12 nonparametric clustering algorithms for image segmentation was made. Algorithms developed in FRC ICT are compared to ones from ENVI, ELKI and Smile software packages. Seven model datasets were generated to estimate clustering accuracy. The computational efficiency was evaluated using digital photographs and fragments of multispectral images obtained from WorldView-2 satellite.