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基于贪婪Snake模型与多尺度分析的图像分割

IMAGE SEGMENTATION BASED ON GREEDY SNAKE AND MUTI-SCALE ANALYSIS
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摘要 为了准确分离目标区域,提出了一种基于贪婪Snake与多尺度图像增强相结合的新的轮廓分离模型.首先对输入的图像给定一个初始轮廓,然后应用多尺度分析进行图像增强,之后在不同的尺度中运用贪婪Snake模型进行轮廓的分离,最终分离出理想的目标轮廓.实验证明该方法提高了分割的精度. Image segmentation is an important issue in the field of imaging and image processing.In order to separate target area accurately,a new method was proposed based on greedy Snake and muti-scale analysis to separate contour.An initial contour was given,image was enhanced by muti-scale analysis.The contour was then separated using the greedy snake model on different scales,to obtain an ideal contour.Experiments showed that this method improved segmentation accuracy.
出处 《北京师范大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第1期40-43,共4页 Journal of Beijing Normal University(Natural Science)
基金 国家自然科学基金资助项目(F020503/60803092) 北京市自然科学基金(4081002)
关键词 图像分割 SNAKE模型 多尺度图像增强 image segmentation Snake model muti-scale analysis
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参考文献10

  • 1Kass M, Witkin A, Terzopoulos D. Snakes: active contour models [J]. International Journal of Computer Vision, 1988,1 (4): 321.
  • 2Xu Chenyang, Prince J L. Gradient vector flow: a new external force for Snake [C]// IEEE Proceedings Conference on Computer Vision Pattern Recog NitiorL San Juan, Puerto Rico, USA: 1997:66.
  • 3Xu Chenyang, Prince J L. Snakes, shapes, and grandient vector flow[J]. IEEE Transaction of Image Processing, 1988,7(3): 359.
  • 4张建伟,罗剑,夏德深.一种基于遗传算法的双T-Snake模型图像分割方法[J].中国图象图形学报(A辑),2005,10(1):38-42. 被引量:13
  • 5Mclnerney T, Terzopoulos D. T-snakes: topology adaptive snakes[J]. Medical Image Analysis, 2000,4: 73.
  • 6张麒,汪源源,王威琪,马剑英,钱菊英,葛均波.基于梯度矢量流snake与多尺度分析的血管内超声图像轮廓提取[J].生命科学仪器,2007,5(8):32-36. 被引量:4
  • 7Williams D J, Shah M. A fast algorithm for active contours and curvature estimation [J]. CVGIP: Image Understanding, 1992,55 (1) : 14.
  • 8Witkin A. Scale space filtering[C]// Proceedings of the International Joint Conference on Artifical Intelligence. Karlsruhe, Germany: 1983: 1019.
  • 9Koenderink J J. The structure of image[J]. Biological Cybemetics, 1984,50(5) : 363.
  • 10李庆,杨俊峰,江汉红,梁艳.基于Snake模型的图像分割技术[J].武汉理工大学学报(信息与管理工程版),2006,28(11):168-171. 被引量:11

二级参考文献30

  • 1张建伟,罗剑,夏德深.一种基于遗传算法的双T-Snake模型图像分割方法[J].中国图象图形学报(A辑),2005,10(1):38-42. 被引量:13
  • 2李天庆,张毅,刘志,胡东成.Snake模型综述[J].计算机工程,2005,31(9):1-3. 被引量:47
  • 3陈康,赵远东.基于区域信息的Snake模型医学图像分割[J].微电子学与计算机,2005,22(3):20-22. 被引量:3
  • 4[1]G.S.Mintz,S.E.Nissen,W.D.Anderson,et al.ACC clinical expert consensus document on standards for the acquisition,measurement and reporting of intravascular ultrasound studies:a report of the American College of Cardiology task force on clinical expert consensus documents.J.Am.Coll.Cardiol.,vol.37,pp.1478-1492,2001.
  • 5[2]S.E.Nissen and P.Yock.Intravascular ultrasound:novel pathophysiological insights and current clinical applications.Circulation,vol.103,pp.604-616,2001.
  • 6[3]J.Dijkstra,G.Koning,J.C.Tuinenburg,et al.Automatic border detection in intravascular ultrasound images for quantitative measurenlents of the vessel,lumen and stent parameters.Computers in Cardiology,vol.28,pp.25-28,2001.
  • 7[4]W.Liu,J.A.Zagzebski,T.Varghese,et al.Segmentation of elastographic images using a coarse-to-fine active contour model.Ultrasound in Med.& Biol.,vol.32,pp.397-408,2006.
  • 8[5]E.Brusseau,C.L.de Korte,F.Mastik,et al,"Fully automatic luminal contour segmentation in intracoronary ultrasound imagng-a statistical approach.IEEE Trans.Med.Imag,vol.23,pp.554-566,2004.
  • 9[6]M.Kass,A.Witkin,and D.Terzopoulos.Snakes:Active contour models.Int.J.Comput.Vis.,vol.1,pp.321-331,1987.
  • 10[7]C.Xu and J.L.Prince.Snakes,shapes,and gradient vector flow.IEEE Trans.Image Processing,vol.7,pp.359-369,1998.

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