期刊文献+

图像分割技术在医学图像分割中的应用

Application of Image Segmentation in Medical Image Segmentation
下载PDF
导出
摘要 图像分割是图像分析和处理的关键步骤,医学图像分割是图像分割的一个重要应用领域。本文讨论了医学图像分割的目的和意义,对医学图像分割的常用技术进行了研究。 Image segmentation is the key step in analyzing and processing images, medical image segmentation is one of the important image segmentation application fields. This paper discusses the purposes and signicances of medical image segmentation, and probes into the common techniques.
作者 朱文婕
机构地区 蚌埠医学院
出处 《安徽科技学院学报》 2011年第3期39-42,共4页 Journal of Anhui Science and Technology University
基金 安徽省高校省级自然科学研究项目(KJ2011B092)
关键词 医学图像 分割算法 图像分割评价 Medical image Image segmentation Image segmentation evaluation
  • 相关文献

参考文献15

  • 1章毓晋.图像分割[M].北京:科学出版社,2001..
  • 2Kim DY,Chung SM,Park JW.Automatic navigation path generation based on two-phase adaptive region-growing algorithm for virtual hagioscope[J].Medical Engineering and Physics,2006,(28):339-347.
  • 3Sedelaar JPM,De la Rosette JJMCH,Beerlage HP,et al.Transrectal ultrasound imaging of the prostate review and perspectives of recent developments[J].Prostate Cancer and Prostatic Diseases,1999,2 (5):241.
  • 4Xuejun Zhang,Masayuki Kanematsu,Hiroshi Fujita,et al.Differentiation of cirrhosis by using 3D hepatic volume ratio of LTW in multi-detector row CT scans and MR imaging[J].International Congress Series,2005,1281:1163-1168.
  • 5Su Ruan.Fuzzy Markovian Segmentation in Application of Magnetic Resonance Images[J].Computer Vision and Image Understanding,2002,85:54-69.
  • 6林亚忠,陈武凡,杨丰,周寿军.基于混合金字塔吉布斯随机场模型的图像分割[J].中国生物医学工程学报,2004,23(1):79-82. 被引量:6
  • 7Chen Wei-jie,Giger ML,Bick U.A Fuzzy C-Means (FCM)-Based Approach for Computerized Segmentation of Breast Lesions in Dynamic Contrast-Enhanced MR Images[J].Academic Radiology,2006,13 (1):63-72.
  • 8Reddick WE,Glass JO,Elkin TD,et al.Automated Segmentation and Classification of Multispectral Magnetic Resonance Images of brain using artificial neural networks[J].IEEE Trans.Medical Imaging,1997,16 (6):911-918.
  • 9许锋,卢建刚,孙优贤.神经网络在图像处理中的应用[J].信息与控制,2003,32(4):344-351. 被引量:49
  • 10Koss EJ,Newman DF,Johnson TK,et al.Abdominal organ segmentation using texture transforms and a Hopfield neural network[J].IEEE Transactions on medical imaging,1999,18(7):640-648.

二级参考文献58

  • 1李彬,陈武凡.基于模糊聚类空间模型的非均匀MR图像分割[J].医疗卫生装备,2006,27(2):3-4. 被引量:7
  • 2刘华军,任明武,杨静宇.一种改进的基于模糊聚类的图像分割方法[J].中国图象图形学报,2006,11(9):1312-1316. 被引量:23
  • 3Andrey P. Selectionist relaxation,genetic algorithms applied to image segmentation[J]. Image and Vision Computing, 1999,17:175 - 187.
  • 4Bhanu B, Lee S, Ming J. Adaptive image segmentation using a genetic algorithm[ J ]. IEEE Transactions on Systems, Man and Cybernetics,1995,25(12) : 1543 - 1567.
  • 5Scheunders P. A genetic C-means clustering algorithm applied to color image quantization[J]. Pattern Recognition, 1997,30(6) : 859 - 866.
  • 6Scheunders P. A comparison of clustering algorithms applied to color image quantization[J ]. Pattern Recognition Letters, 1997,18:1379 -1384.
  • 7Lee C C, Degyves J P. Color image processing in a cellular neu-rid-network environment [ J ]. IEEE Transactions on Neural Networks, 1996,7(5) :1086 - 1098.
  • 8Clarke L P, Qian W. Fuzzy-logic adaptive neural networks for nuclear medicine image restoration [A]. The 20th Annual International Conference on Engineering in Medicine and Biology Society[C]. 1998,vol. 3. 1363 - 1366.
  • 9Qian W, Clarke L P. Wavelet-based neural network with fuzzylogic adaptivity for nuclear image restoration [J]. Proceedings of the IEEE, 1996,84(10) :1458 - 1473.
  • 10Cheung H N, Bouzerdoum A, Newland W. Properties of shunting inhibitory cellular neural networks for colour image enhancement[ A]. The 6th International Conference on Neural Information Processing [ C]. 1999 ,vol. 3. 1219 - 1223.

共引文献645

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