期刊文献+

小波包变换技术在图像处理中的应用

The application of wavelet packet transform in image processing
下载PDF
导出
摘要 为了避免图像视觉效果在传输和获取过程中受到混合噪声的影响,采用小波包分解和重构的算法、空域滤波器进行去噪和小波进行图像融合的方法对图像进行技术处理.实验表明,利用小波包变换技术能对含多种噪声的图像进行增强处理,既能去除图像噪声,又能保持细节背景清晰的图像增强效果. To avoid the effect of transmission and acquisition process by mixed noise on visual effect,wavelet packet decomposition and reconstruction algorithms,spatial filter for denoising and wavelet image fusion method were applied.Experiments showed that the wavelet packet transform with a variety of noise can enhance the image processing and remove image noise while preserving details of the background of a clear image enhancement.
出处 《郑州轻工业学院学报(自然科学版)》 CAS 2011年第3期33-37,共5页 Journal of Zhengzhou University of Light Industry:Natural Science
关键词 多分辨分析 小波包变换 混合噪声 图像处理 multiresolution analysis wavelet packet transform mixed noise image processing
  • 相关文献

参考文献10

  • 1Wickerhauser M. Lectures on Wavelet Packet Algorithms [ R ]. Washington: Washington Univ, 1991.
  • 2Ding Xinghao, Deng Shanxi, Yang Yongyue. Image denois- ing based on wavelet packet [ J ]. J of Electr Measur and Inst,2003,17(2) :35.
  • 3He H, Cheng S. Home network power-line communication signal processing based on wavelet packet analysis [ J ]. IEEE Trans on Power Delivery,2005,20(3 ) :1879.
  • 4Zhang Nan,Wu Xu. Lossless compression of color mosaic images[J]. IEEE Trans on Image Proc,2006,15(16) :1379.
  • 5Grossman A, Morlet J, Paul T. Transforms associated to square lntegeable representation II examples am[J] . Inst Henri Poineare,1986(3) :293.
  • 6Mallat S.信号处理的小波导引[M].2版.杨力华译.北京:机械工业出版社,2002.
  • 7Chen Qingjiang. Existence and construction of compactly supported biorthogonal multiple vector-valued wavelets [J]. J of Applied Mathe and Comp,2006,22(3) :101.
  • 8陈清江,程正兴,冯晓霞.高维多重双正交小波包[J].应用数学,2005,18(3):358-364. 被引量:21
  • 9Walker J S, Chen Y J. Image denoising tree-based wavelet subband correlations and shrinkage [ J ]. Optical Eng, 2000,39( 11 ) :2900.
  • 10张立,赵福才,张玉.基于小波包分解的图像特征提取及其应用[J].舰船电子对抗,2007,30(4):92-95. 被引量:5

二级参考文献18

  • 1胡昌华 张军波 等.基于MATLAB的系统分析与设计[M].西安:西安电子科技大学出版社,1999..
  • 2[1]Crouse M,Nowak R,Baraniuk R.Wavelet 2 based statistical signal processing using hidden markov models[J].IEEE Trans Signal Processing,1998,46 (4),886-902.
  • 3[2]Do M N,Vetterli M.Orthonormal finite ridgelet transform for image compression[A].Proc IEEE Int Conf Image Processing (ICIP)[C],2000.
  • 4[3]Liu C,Wechsler H.A Gabor feature classifier for face recognition[A].Eighth IEEE International Conference on Computer Vision[C],2001:7-14.
  • 5[4]Liu C,Wechsler H.Face recognition using independent gabor wavelet features[A].Proceedings of the Third International Conference on Audio 2 and Video 2 Based Biometric Person Authentication[C],2001.
  • 6[5]Rychetsky M,Ortmann S,Ullmann M,et al.Accelerated training of support vector machines[A].LJCNNp99,International Joint Conference on Neural Networks[C],1999:998 -1003.
  • 7[6]Chapelle O,Haffiner P,Vapnik V N.Support vector machines for histogram based image classification[J].IEEE Trans on Neural Networks,1999,10 (5):1055 -1064.
  • 8ChuiCK.小波分析导论[M].西安:西安交通大学出版社,1994..
  • 9Toliyat H A,Abbaszadeh K,Rahimian M M, Olson L E. Rail defect diagnosis using wavelet packet decomposition[J]. IEEE Transactions on Industry Applications, ,2003,39(5) :1451-1461.
  • 10Martin M B,Bell A E. New image compression technique using multiwavelet packets[J]. IEEE Transactions on Image Processing,2001,10(4):500-511.

共引文献24

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