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OALib Journal期刊
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APPLICATION OF M-BAND WAVELET TRANSFORM TO IMAGES
M带小波变换在图象中的应用

Keywords: Wavelet transform,M-band wavelet transform,Multiresolution analysis,Edge detection,Zero-crossing
小波变换
,M带小波变换,多分辨分析,边缘检测,零交叉

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Abstract:

Wavelet transform, especially the multiresolution representation, is a very effective tool for analyzing the information contents of a signal. Based on Mallat's multiresolution analysis, this paper discusses the theoretical analysis of M-band multiresolution signal decomposition, proposes a new algorithm for realizing the theory, studies the properties of an operator which approximates a signal at a given resolution, and applies the theory to images. The results show that, first, images can be decomposed and reconstructed by M-band multiresolution representation; second, the edges of image can be detected by M-band wavelet transform.

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