期刊文献+

基于综合技术的组织细胞图像分割 被引量:3

Tissue cell segmentation based on integrate techniques
下载PDF
导出
摘要 在组织工程培养细胞图像检测中,需要得到较完整的清晰轮廓线以获取生长信息。为了适应这种需求,提出了一种边缘检测综合算法。首先应用小波尺度独立边缘检测方法,得到简洁的边缘;然后采用图像融合的方法,结合Canny和动态聚类方法得到最终的细胞分割图。实验结果证明了该算法的可行性和有效性。 To investigate cultural cell growth information in tissue engineering, it is important to get clear contour line of cell. An edge detection algorithm was proposed. First it got rough edge by scale_independ algorithm of wavelet transform, then adopted algorithm of image fusion that combines Canny and clustering measures to get final segmenting result, it is proved validity and feasibility by experiment result. As an integrate technique for image segmentation can apply widely in image processing field.
出处 《计算机应用》 CSCD 北大核心 2006年第2期400-402,共3页 journal of Computer Applications
关键词 组织细胞 小波变换 边缘检测 图像融合 tissue cell wavelet transform edge detection image fusion
  • 相关文献

参考文献5

  • 1CANNY J. A Computational Approach to Edge Detection. IEEE TPAM I[J]. 1986, 8(6):679 -698.
  • 2MALLAT SG, ZHONG S. Charaterization of Signals from Multiscale Edges. IEEE T-PAM I[J]. 1992, 14(7) : 710 -732.
  • 3ER PIERRE K, MARC LJ, SAINT JP, et al. Wavelet based multifractal formalism to assist in diagnosis in digitized mammograms. Image Anal Stereo 1[J].2001, 20 (3) : 169-174.
  • 4IEL FERNA'NDEZ G, BERGER TH. Waveletbased system for recognition and a beling of polyhedral junctions. Optical Engineering[J].1998, 37 (1) : 158-165.
  • 5周敏,龙昭华.基于MAS小波变换的数字图像轮廓提取算法[J].重庆邮电学院学报(自然科学版),2004,16(2):44-48. 被引量:9

二级参考文献8

  • 1TANG Y Y,YANG L H,LIU J,et al.Wavelet theory and its application to pattern recognition [M]. Singapore: World Scientific, 2000.179-228.
  • 2CHRISTOPH Lurig,ROBERTO Grosso,THOMAS Ertl. Combining wavelet transform and graph theory for feature extraction and visualization [R]. 8th EG Workshop on ViSC, Boulogne sur Mer, 1997.28-30.
  • 3KESTENER Pierre,LINA Jean Marc,JEAN Philippe Saint,et al. Wavelet-based multifractal formalism to assist in diagnosis in digitized mammograms[J].Image Anal Stereol, 2001,20(3):169-174.
  • 4HOU Z J,WEI G W.A new approach to edge detection [J]. Pattern Recognition, 2002, 35(7):1559-1570.
  • 5MALLAT S,HWANG W L.Singularity detection and processing with wavelets [J]. IEEE Trans on Information Theory, 1992,38(2):617-643.
  • 6GABRIEL Ferna′ndez, TERRANCE Huntsberger. Wavelet-based system for recognition and abeling of polyhedral junctions [J]. Optical Engineering, 1998,37(1):158-165.
  • 7[美]崔锦泰.小波分析导论[M].西安:西安交通大学出版社,1995..
  • 8陈善学.一种基于小波变换的图像压缩方法[J].重庆邮电学院学报(自然科学版),2001,13(3):46-48. 被引量:6

共引文献8

同被引文献20

引证文献3

二级引证文献9

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部