J4

• 电子科学 • 上一篇    下一篇

荧光造影图像序列的噪声滤波

郭晓新, 卢奕南, 许志闻, 王云霄, 庞云阶   

  1. 吉林大学 计算机科学与技术学院, 长春 130012
  • 收稿日期:2004-08-16 修回日期:1900-01-01 出版日期:2005-05-26 发布日期:2005-05-26
  • 通讯作者: 郭晓新

Noise Filtering for Fluorescein Angiogram Sequences

GUO Xiao-xin, LU Yi-nan, XU Zhi-wen, WANG Yun-xiao, PANG Yun-jie   

  1. College of Computer Science and Technology, Jilin University, Changchun 130012, China
  • Received:2004-08-16 Revised:1900-01-01 Online:2005-05-26 Published:2005-05-26
  • Contact: GUO Xiao-xin

摘要: 通过对视网膜血流荧光造影图像分析, 将自适应加权 平均方法与顺序统计滤波器相结合, 构造了扩展自适应加权平均(EAWA)滤波器. EAWA滤 波器是一个灵活的滤波器模型, 它通过设计关键像素和权值分布函数, 以达到特定滤波效 果. 在此模型基础上, 针对荧光造影图像, 建立了高亮度保持(HIP)滤波器. 实验结果 表明, HIP滤波器不仅可以有效地滤波, 又可以保持高亮度点的亮度不被退化.

关键词: 荧光造影, 图像序列, 噪声滤波, 扩展自适应加权平均滤波

Abstract: Intensity degradation is a common problem in noise filtering for fluorescein angiogram sequences. In this paper a new filter model, extended adaptive weighted averaging (EAWA) filter is proposed for the purpose of reducing noise of a fluorescein angiogram sequence by adopting the method of adaptive weighted averaging and the idea of order statistic filter. The EAWA filter is a flexible filter model, by which even a particular filter can be designed via defining pixel of interest (POI) and the sub-support of the filter accord ing to some specified requirements. Based on the EAWA filter model, a fluorescei n-angiogram-oriented filter, HIP filter is introduced to solve the problem of high-intensity preservation on filtering noise. The results of the contrast experiment show that the HIP filter has the features of frame-averaging, which can achieve noise suppression efficiently, and the features of high-intensity preservation for bright pixels, which can keep the intensities of bright pixels from degrading via distributing the weights adaptively according to the inte nsity of each pixel.

Key words: fluorescein angiogram, image sequence, noise filtering, extended adaptive weighted averaging filter, adaptive weighted averaging filter, pixel of interest

中图分类号: 

  • TN911.73