文章基本信息

标题：Image Segmentation Using Morphological Operation for Automatic Region Growing
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作者：RITU SHARMA ; RAJESH SHARMA
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2014
卷号：2
期号：9
出版社：S&S Publications
摘要：Image Segmentation is a subset of an expansive field of Computer Vision which deals with the analysisof the spatial content of an image. It is used to detach regions from the rest of the image, in order to recognize them asobjects. The key contributions of this paper are based on an algorithm and were executed step by step. Firstly NoisyImage was filtered with the help of various filters. Secondly Filtered Image was reconstructed with the help ofMorphological Operations. Subsequently, Region Growing Technique was applied on reconstructed image andsegmented image was implemented. Furthermore Segmented Image was divided into sub parts. Finally, Results areanalyzed on three bases, firstly on the segmented noisy image and secondly on the filtered segmented image and finallyon the sub parts of the noisy and filtered segmented image with four parameters such as PSNR (Peak Signal Noise toRatio), MSE (Mean Square Error), Mean difference and Maximum difference.
关键词：Image Segmentation; Gaussian Noise; Guided Filtering; Morphological Operations Automatic Region;Growing