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基于小波包的多分辨率图像分割的研究

Research of Multi-resolution Image Segmentation Based on Wavelet Packet
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摘要 小波分析被誉为"数字信号显微镜",其在研究图像分割技术中也取得了较大的发展。本文在这一背景下对小波分析图像分割理论进行了简要分析,同时对含噪图像进行了小波变换对的多尺度分解分析,利用MATLAB仿真对某一植物图像进行了小波变换的应用。结果得出小波分析对图像分割优势明显,从近几年的发展形势来看图像处理领域中小波的图像分割应用前景值得期待,这一研究对于图像分割的不断发展会产生一定的应用意义。 Wavelet analysis is called "digital microscope", in its study on the image segmentation technology also has made remarkable development. This article in this context to a brief ana/ysis of wavelet analysis theory to image segmentation, wavelet transform on noisy images at the same time analysis of multiscale decomposition, using MATLAB simulation on a plant the image for the application of the wavelet transform. Results of obvious advantages for image segmentation using Wavelet analysis, judging from recent developments in the field of image processing for image segmentation using Wavelet application prospect to look forward to, this research for application of image segmentation of continuous development would produce a certain significance.
作者 李静怡
机构地区 中北大学
出处 《网络新媒体技术》 2013年第2期61-64,共4页 Network New Media Technology
关键词 图像处理.小波分析 Matlab小波包 Image processing, Wavelet analysis, Matlab Wavelet packets
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