Image Segmentation by Hierarchical Spatial and Color Spaces Clustering

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摘要 Imagesegmentation,asabasicbuildingblockformanyhigh-levelimageanalysisproblems,hasattractedmanyresearchattentionsoveryears.Existingapproaches,however,aremainlyfocusingontheclusteringanalysisinthesinglechannelinformation,i.e.,eitherincolororspatialspace,whichmayleadtounsatisfactorysegmentationperformance.Consideringthespatialandcolorspacesjointly,thispaperproposesanewhierarchicalimagesegmentationalgorithm,whichalternatelyclusterstheimageregionsincolorandspatialspacesinafinetocoarsemanner.Withoutlosingtheperceptualconsistence,theproposedalgorithmachievesthesegmentationresultusingonlyveryfewnumberofcolorsaccordingtouserspecification.
作者 YU Wei
机构地区 不详
出版日期 2005年04月14日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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