文章基本信息

标题：Overlap Wavelet Transform for Image Segmentation
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作者：A.S.Senthilkani ; Christo Ananth ; Praghash.k 等
期刊名称：International Journal of Electronics Communication and Computer Technology
印刷版ISSN：2249-7838
出版年度：2014
卷号：4
期号：3
出版社：International Journal of Electronics Communication and Computer Technology
摘要：A new color image segmentation approach based on OWT is presented in this work. OWT extracts wavelet features which give a good separation of different patterns. Moreover the proposed algorithm uses morphological operators for effective segmentation. From the qualitative and quantitative results, it is concluded that our proposed method has improved segmentation quality and it is reliable, fast and can be used with reduced computational complexity than direct applications of Histogram Clustering. The main advantage of this method is the use of single parameter and also very faster. While comparing with five color spaces, segmentation scheme produces results noticeably better in RGB color space compared to all other color spaces
关键词：Overlap Wavelet transform; Histogram ; Clustering;Edge Based Methods; Region Based Methods