matlab中利用小波变换对矩阵抑制杂波代码
时间: 2023-11-02 18:05:17 浏览: 107
以下是利用小波变换对矩阵抑制杂波的MATLAB代码:
```matlab
% 读入原始矩阵
img = imread('lena.bmp');
img = rgb2gray(img);
figure; imshow(img); title('原始图像');
% 小波变换
[LL,LH,HL,HH] = dwt2(img,'haar');
% 对高频分量进行阈值处理
th = 80; % 阈值
HH(abs(HH)<th) = 0;
% 小波反变换
img_denoised = idwt2(LL,LH,HL,HH,'haar');
% 显示抑制杂波后的图像
figure; imshow(uint8(img_denoised)); title('抑制杂波后的图像');
```
其中,`dwt2` 函数表示进行二维小波变换,`idwt2` 函数表示进行二维小波反变换。`abs` 函数表示取绝对值,`uint8` 函数表示将矩阵类型转换为 `uint8` 类型,`imshow` 函数用于显示图像。`th` 为高频分量的阈值,可根据实际情况调整。
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