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基于小波变换的彩色图像自适应细节增强算法

徐涛 李冠章

计算机应用与软件2011,Vol.28Issue(3):240-242,295,4.
计算机应用与软件2011,Vol.28Issue(3):240-242,295,4.

基于小波变换的彩色图像自适应细节增强算法

ADAPTIVE DETAIL ENHANCEMENT ALGORITHM OF COLOUR IMAGE BASED ON WAVELET TRANSFORM

徐涛 1李冠章2

作者信息

  • 1. 海军潜艇学院航海观通系,山东,青岛,266071
  • 2. 国防科学技术大学机电工程与自动化学院,湖南,长沙,410073
  • 折叠

摘要

Abstract

A novel adaptive detail enhancement algorithm aiming at colour image is proposed in this paper based on wavelet transform. The first step is to select appropriate colour space, and then the luminance components of the image are being implemented wavelet transform while the chroma components are hold on. The detail wavelet coefficients are adjusted adaptively considering the contrasts of discomposed approximate images on each level while the approximate coefficients are increased properly to boost the average luminance of colour image, there is no extra adjustment parameters setting in the process of treatment. Experiments confirm that the algorithm preserves the brighter details of the image and improves the darker details in it too. Meanwhile the image colour distortion does not appear.

关键词

彩色图像/彩色空间/小波变换/自适应/细节增强

引用本文复制引用

徐涛,李冠章..基于小波变换的彩色图像自适应细节增强算法[J].计算机应用与软件,2011,28(3):240-242,295,4.

计算机应用与软件

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