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An Image ROI Compression Algorithm Based on Hybrid Fractal Model

机译:基于混合分形模型的图像ROI压缩算法

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摘要

This paper proposed a novel Image ROI coding method. First, an abdominal CT image is divided into two parts, the region of interest and the region of no interest; then, the two parts are coded separately based on Huffman and Practal-SPIHT. In order to verify the validity of the algorithm, this paper compares it with the bifurcation tree algorithm and the Fisher accelerate algorithm. Image bit rate and Peak Signal to Noise Ratio (PSNR) are used as evaluation index. The experimental results show that, the proposed image ROI compression algorithm based on hybrid fractal model can guarantee the medical image has better visual effect reduces the data quantity of the image while effectively, the algorithm also has better robustness.
机译:本文提出了一种新颖的图像ROI编码方法。首先,腹部CT图像分为两个部分,感兴趣的区域和不感兴趣的区域。然后,根据Huffman和Practal-SPIHT分别对这两部分进行编码。为了验证该算法的有效性,将其与分叉树算法和Fisher加速算法进行了比较。图像比特率和峰值信噪比(PSNR)用作评估指标。实验结果表明,提出的基于混合分形模型的图像ROI压缩算法可以保证医学图像具有较好的视觉效果,减少了图像的数据量,同时有效地提高了鲁棒性。

著录项

  • 来源
    《Journal of information and computational science》 |2014年第4期|1201-1208|共8页
  • 作者单位

    Software College, Northeastern University, Shenyang 110004, China,Key Laboratory of Medical Image Computing of Ministry of Education, Northeast University Shenyang 110179, China;

    Software College, Northeastern University, Shenyang 110004, China;

    Software College, Northeastern University, Shenyang 110004, China;

    Software College, Northeastern University, Shenyang 110004, China;

    Software College, Northeastern University, Shenyang 110004, China;

    Software College, Northeastern University, Shenyang 110004, China;

    Radiology Department, PLA General Hospital, Shenyang 110014, China;

    Radiology Department, PLA General Hospital, Shenyang 110014, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Medical Image Compression; ROI Coding; Fractal Coding; SPIHT;

    机译:医学图像压缩;ROI编码分形编码斯派特;

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