An Efficient Method for Text Location and Segmentation版本

An Efficient Method for Text Location and Segmentation版本

ID:40367811

大小:2.27 MB

页数:5页

时间:2019-08-01

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1、WorldCongressonSoftwareEngineeringAnEfficientMethodforTextLocationandSegmentationWeijuanWen,XianglinHuang,LifangYang,ZhaoYang,PengjuZhangComputerSchool,CommunicationUniversityofChina,Beijing,100024,Chinahuangxl@cuc.edu.cnAbstractsparsetext,suchasbookcovers.JianfengXu[4]presentsanewmethodoftex

2、tlocationbasedoncolorRecently,withthedevelopmentoftheinformationedgeandSVM(SupportVectorMachine).Butitistechnology,thenumberofimagesisincreasingrapidly.onlyfittothevideotext.Inpaper[5],WenpingLiuThereismuchimportanttextintheseimages.Inorderpresentsamethodofautomatictextextractionfromtosatisfy

3、theneedofimagesviewing,textidentificationcolorimagebyimprovedsobeloperator.Butthetextandtextretrieval,thispaperpresentsanefficientshouldbeontheconcolorousbackgrounds,otherwiseMethodfortextlocationandsegmentation.Firstly,thethetextisverydifficulttobeextracted.Geum-Boonimageisconvertedintowavel

4、ettransformdomain.Lee[6]presentsatextsegmentationmethodusingThenthreesub-bandwaveletimagesofHxLy,LxHy,waveletpacketanalysisandk-meansclusteringHxHyarebinarizatedandmergedintoatextureimagealgorithm.Butitdoesnotdowelltosomesparsetextbylinearcombination.Thetextureimageisprocessedimages.byCRLA(Co

5、nstrainedRunLengthAlgorithm)andInordertoovercometheshortcomingsmentionedimagesmoothingtoenhancethecandidatetextabove,thispaperpresentsanewmethodoftextregions.Finally,thetextregionsarelocatedafter8-locationandsegmentation.Forwavelettransformcanconnectedcomponentgrowthandfilteringoutnon-textext

6、ractthreedirectionaltextureofimage,firstly,itisregions.InordertoberecognizedbyOCR(Opticalappliedtogainthetextureoftext.Secondly,thesub-CharacterRecognition),charactersaresegmentedbandimagesofwaveletarebinarizatedandthefromtextblocksbasedonthemeanvaluesofsomecoefficientsofHxLy,LxHy,HxHyarecomb

7、inedtoslicesoftext-block.Experimentalresultsshowthattheenhancethetexttexture.Then,thetextureimageisproposedmethodisrobusttooverlappedcomplexprocessedbyCRLAandsmoothing.Next,theresultsbackground.ofthetextlocationaregainedafter8-connectedKeywor

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