期刊名称：International Journal of Image, Graphics and Signal Processing
印刷版ISSN：2074-9074
电子版ISSN：2074-9082
出版年度：2019
卷号：11
期号：12
页码：29-38
DOI：10.5815/ijigsp.2019.12.04
出版社：MECS Publisher
摘要：This paper focuses on classification of varieties of plants’, animals’ and minerals’ origin fabric materials from images. The morphological operations, namely, erosion and dilation are used. ANN classifier is used to predict the classification rates and the rates of 89%, 87% and 88% are obtained for plants’, animals’ and minerals’ origin fabric images respectively. The overall classification rate of 88% is obtained..
关键词：Morphology; Plant origin; Animal origin; Mineral origin; Feature extraction; ANN.
