| 一种新的二维自适应提升小波变换方法 |
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| 引用本文： | 季虎,孙即祥,蔡璐.一种新的二维自适应提升小波变换方法[J].电子与信息学报,2005,27(11):1750-1754. |
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| 作者姓名： | 季虎 孙即祥 蔡璐 |
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| 作者单位： | 国防科技大学电子科学与工程学院,长沙,410073;国防科技大学计算机学院,长沙,410073;湖南图书馆,长沙,410011 |
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| 摘 要： | 基于图像的局部特性和统计信息,该文提出一种新的二维自适应提升小波变换方法。该方法通过构造基于图像局部特性的自适应更新算子和基于图像统计信息的非线性预测算子,对图像进行自适应的提升小波变换,与文献中的自适应小波变换方法和非自适应小波变换方法进行对比实验,该文方法所得到的高频子带的熵更低,含零高频系数更多,更有利于图像的压缩编码。
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| 关 键 词： | 图像处理 自适应小波 小波变换 预测提升 更新提升 |
| 收稿时间： | 2004-07-23 |
| 修稿时间： | 2005-01-17 |
A New Method for 2D Adaptive Lifting Wavelet Transform |
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| Ji Hu,Sun Ji-xiang,Cai Lu.A New Method for 2D Adaptive Lifting Wavelet Transform[J].Journal of Electronics & Information Technology,2005,27(11):1750-1754. |
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| Authors: | Ji Hu Sun Ji-xiang Cai Lu |
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| Affiliation: | 1 College of Electronic and Engineering, National Univ. of Defense Technology, Changsha 410073, China;2 College of Computer, National Univ. of Defense Technology, Changsha 410073, China;3 Hunan Library, Changsha 410011, China |
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| Abstract: | In this paper,a new method for 2D adaptive lifting wavelet transform is proposed,which suite for the task of image compression applications.It is based on a update lifting operator and a nonlinear prediction lifting operator according with certain local characteristic and statistical information of an image.Some experiment results show that the entropy of the coefficients in the transform domain obtained with this new method is smaller than that obtained with other adaptive wavelet transform method and non-adaptive wavelet transform,which can avoid quantization with the image detail signals being zero(or almost zero)at the smooth gray-level variation areas at big probability. |
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| Keywords: | Image processing Adaptive waveletvWavelet transform Prediction lifting Update lifting |
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