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  • 标题:Implementation of Multilevel Threshold Method for Digital Images Used In Medical Image Processing
  • 本地全文:下载
  • 作者:Pritee Gupta ; Vandana Malik ; Mallika Gandhi
  • 期刊名称:International Journal of Advanced Research In Computer Science and Software Engineering
  • 印刷版ISSN:2277-6451
  • 电子版ISSN:2277-128X
  • 出版年度:2012
  • 卷号:2
  • 期号:2
  • 出版社:S.S. Mishra
  • 摘要:The digital image processing has been applied in several areas, especially where it is necessary to use tools for feature extraction and to get patterns of the studied images. In an initial stage, the segmentation is used to separate the image in parts that represents a interest object, that may be used in a specific study. There are several methods that intends to perform such task, but it is difficult to find a method that can easily adapt to different type of images, that often are very complex or specific. To resolve this problem, this work aims to presents an adaptable segmentation method, that can be applied to different type of images, providing a better segmentation. The proposed method is based on a model of automatic multilevel thresholding and considers techniques of group histogram quantization, analysis of the histogram slope percentage and calculation of maximum entropy to define the threshold.
  • 关键词:C¨C cardiac images; segmentation; histogram quantization; group quantization; thresholding; Multilevel thresholding
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