期刊文献+

SLIC超象素分割在医学图像处理中的应用

下载PDF
导出
摘要 背景:影像学检查为临床诊断、治疗及预后评估等方面的重要工具。目的:综述SLIC超象素分割在医学图像处理中的应用。方法:检索相关数据库中有关SLIC超象素分割在医学图像处理中应用的文献。结果与结论:SLIC超象素分割算法在医学图像处理中具有较好的应用效果,该算法能够突出图像的细微特征,充分利用图像多余信息,通过归类的方式将相对独立的超象素块均匀分布在原图中,能够保障边界规则的稳定性,同时减小了图像处理计算的复杂性。
出处 《中国组织工程研究》 CAS 北大核心 2016年第A02期287-287,共1页 Chinese Journal of Tissue Engineering Research
  • 相关文献

参考文献4

二级参考文献52

  • 1滕秀花,陈昭炯,叶东毅.基于多维特征向量及ANN技术的色彩传递算法[J].计算机应用,2006,26(12):2866-2868. 被引量:6
  • 2RAM K,SIVASWAMY J. Multi-space clustering for segmentation of exudates in retinal color photographs[C]// 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Minneapolis: IEEE Press, 2009 : 1437-1440.
  • 3NAGY B, ANTAL B, HAJDU A. Image database clustering to improve microaneurysm detection in color fundus im- ages[C]//25th International Symposium on Computer-Based Medical Systems. Rome: IEEE Press, 2012:1-6.
  • 4RANAMUKA N G, MEEGAMA R G N. Detection of hard exudates from diabetic retinopathy images using fuzzy logic[J]. IET Image Processing, 2013,7(2) : 121-130.
  • 5GIANCARE~ L, MERIAUDEAU F, KARNOWSKI T P, et al. Automatic retina exudates segmentation without a manually labelled training set[C] ff International Symposium on Biomedical Imaging. Chicago: IEEE Press, 2011.. 1396-1400.
  • 6ACHANTA R, SHAJI A,SMITH K, et al. SLIC superpixels compared to state-of-the-art superpixel methods[J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012,34(11):2274-2282.
  • 7BANDYOPADHYAY S K,PAUL T U. Segmentation of brain tumour from MRI image-analysis of K-means and DBSCAN clustering[J]. International Journal of Research in Engineering and Science,2013,1(1):48-57.
  • 8SAE-TANG W, CHIRACHARIT W, KUMWlLAISAK W. Exudates detection in fundus image using non-uniform illumination background subtraction[C]//TENCON 2010-2010 IEEE Region 10 Conference. Fukuoka: IEEE Press, 2010 : 204-209.
  • 9LI Hui-qi,CHUTATAPE O. Automated feature extraction in color retinal images by a model based approach[J]. IEEE Transactions on Biomedical Engineering, 2004,51 (2) : 246-254.
  • 10WALTER T, KLEIN J C, MASSIN P, et al. A contribution of image processing to the diagnosis of diabetic retinop- athy.. Detection of exudates in color fundus images of the human retina[J].IEEE Transactions on Medical Ima- ging, 2002,21 (10) ~ 1236-1243.

共引文献29

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