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基于小波非线性外推的图像增强方法
An Image Enhancement Method Based on Wavelet and Nonlinear Extrapolation
【摘要】 针对图像增强的问题,提出了一种新的图像增强方法.该方法将小波变换与频域非线性外推算法相结合,首先利用小波变换提升图像的高频成分,再利用频域非线性外推算法增加图像的高频分量,最终实现图像的增强.实验表明,该新方法有效地提高了图像的视觉效果.
【Abstract】 In view of the problem of image enhancement, a new image enhancement method is proposed. This method combines the wavelet transform with the nonlinear extrapolation in frequency domain. It firstly utilizes the wavelet transform to enhance the high frequency components of an original image and then utilizes the nonlinear extrapolation in frequency domain to increase the high frequency components of the image; finally, the original image is enhanced. The experimental results have shown that this new method can improve the visual quality of images effectively.
【关键词】 图像处理;
图像增强;
小波变换;
非线性外推;
【Key words】 image processing; image enhancement; wavelet transform; nonlinear extrapolation;
【Key words】 image processing; image enhancement; wavelet transform; nonlinear extrapolation;
【基金】 教育部留学回国人员科研启动基金(教外司[2004]527号)
- 【文献出处】 红外 ,Infrared , 编辑部邮箱 ,2007年01期
- 【分类号】TP391.41
- 【被引频次】4
- 【下载频次】214