摘要
Imagesegmentation,asabasicbuildingblockformanyhigh-levelimageanalysisproblems,hasattractedmanyresearchattentionsoveryears.Existingapproaches,however,aremainlyfocusingontheclusteringanalysisinthesinglechannelinformation,i.e.,eitherincolororspatialspace,whichmayleadtounsatisfactorysegmentationperformance.Consideringthespatialandcolorspacesjointly,thispaperproposesanewhierarchicalimagesegmentationalgorithm,whichalternatelyclusterstheimageregionsincolorandspatialspacesinafinetocoarsemanner.Withoutlosingtheperceptualconsistence,theproposedalgorithmachievesthesegmentationresultusingonlyveryfewnumberofcolorsaccordingtouserspecification.
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)