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计算机工程 ›› 2009, Vol. 35 ›› Issue (13): 211-213. doi: 10.3969/j.issn.1000-3428.2009.13.073

• 图形图像处理 • 上一篇    下一篇

一种用于图像编码的双正交插值小波

刘在德,常晋义,李明杰   

  1. (常熟理工学院计算机科学与工程学院,常熟 215500)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2009-07-05 发布日期:2009-07-05

Biorthogonal Interpolating Wavelet for Image Coding

LIU Zai-de, CHANG Jin-yi, LI Ming-jie   

  1. (School of Computer Science and Engineering, Changshu Institute of Technology, Changshu 215500)
  • Received:1900-01-01 Revised:1900-01-01 Online:2009-07-05 Published:2009-07-05

摘要: 针对CDF-9/7小波滤波器系数是无理数的缺点,利用小波滤波器的精确重构条件,构造一类仅用一个自由参数表达的双正交插值小波。通过调整自由参数构造一种具有最佳编码增益和二进制(形如 的数)系数的插值小波。实验表明其图像压缩性能与CDF-9/7小波相当,小波变换的计算效率提高50%以上。

关键词: 图像编码, 双正交插值小波, 小波变换, 编码增益

Abstract: Aiming at the disadvantage of the state-of-the-art CDF-9/7 wavelet that its filter coefficients are irrational, a class of Biorthogonal Interpolating Wavelets(BIW) parameterized by one free parameter is constructed based on the perfect reconstruction of the wavelet filter bank. By adjusting the free parameter, a new BIW is obtained, which has the advantages of both optimum coding gain and binary filter coefficients (numbers of the form ). Simulations show that the new wavelet exhibits image compression performance competitive to CDF-9/7, and the corresponding lifting based Discrete Wavelet Transform(DWT) gains improvement upon computing efficiency superior to 50%.

Key words: image coding, Biorthogonal Interpolating Wavelet(BIW), wavelet transform, coding gain

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