Segmentation of Vessels by Morphological Filters and Dynamic Thresholding

被引：1
作者：
袁慧晶
肖杰
王涌天
刘越
机构：
[1] SchoolofInformationScienceandTechnology,BeijingInstituteofTechnology,Beijing,China
来源：
Journal of Beijing Institute of Technology(English Edition) | 2006年 / 03期
关键词：
mathematical morphology; segmentation; thresholding; vessels;
D O I：
10.15918/j.jbit1004-0579.2006.03.017
中图分类号：
TN713 [滤波技术、滤波器];
学科分类号：
080902 ;
摘要：
A method of segmenting vessels by morphological filters and dynamic thresholding for digital subtraction angiography (DSA) images is presented. The first step is to reduce the noise and enhance the details of image by using morphological operators. The second is to segment vessels by dynamic thresholding combined with global thresholding based on the properties of DSA images. Artificial images and actual images have been tested. Experiment results show that the proposed method is efficient and is of great potential for the segmentation of vessels in medical images.
引用
收藏
页码：327 / 330
页数：4
相关论文
共 11 条
[1]  
Blood vesselsegmentationusingmoving windowrobustauto maticthresholdselection. WilkinsonMHF,WijbengaT,deVriesG,etal. 2003IntelConfImage Processing . 2003
[2]  
Anti geometricdiffusionforadaptive thresholdingandfastsegmentation. ManayS,YezziA. IEEETransIm ageProcessing . 2003
[3]  
Locatingblood vesselsinretinalimagesbypiecewisethresholdprobingof amatchedfilterresponse. HooverA,KouznetsovaV,GoldbaumM. IEEETransMedical Imaging . 2000
[4]  
Multimodali tyimagefusionforradiosurgerylocalisationoflarge AVMs. BercierY,PatrocinioH,BelangerP,etal. 22ndannualEMBSIntelConf . 2000
[5]  
Multimodali tyimagefusionforradiosurgerylocalisationoflarge AVMs. BercierY,PatrocinioH,BelangerP,etal. 22ndannualEMBSIntelConf . 2000
[6]  
Imagesegmentationbyhistogram thresholdingusingfuzzysets. TobiasOJ,SearaR. IEEETransImage Processing . 2002
[7]  
Segmentationofvessel likepatterns usingmathematicalmorphologyandcurvatureevaluation. ZanaF,KleinJC. IEEETransImageProcessing . 2001
[8]  
Athresholdselectionmethodforgray levelhis togram. OtsuN. IEEETransSMC . 1979
[9]  
Computerizedradio graphicmassdetection—PartⅠ:Lesionsiteselectionby morphologicalenhancementandcontextualsegmentation. LiH,WangY,LiuKJR,etal. IEEETransMedicalImages . 2001
[10]  
Morphologicalmethodsin imageandsignalprocessing. GiardinaCR,DoughertyER. . 1988
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