算术平均值滤波C语言代码
时间: 2024-11-28 09:17:26 浏览: 38
算术平均值滤波是一种常见的图像处理技术,它通过对邻域像素值进行加权平均来平滑图像,去除噪声。以下是使用C语言实现一个简单的3x3算术平均值滤波的示例:
```c
#include <stdio.h>
#include <stdlib.h>
#define FILTER_SIZE 3
// 计算3x3矩阵的算术平均值
float calculate_average(int pixel[9]) {
float sum = 0;
for (int i = 0; i < FILTER_SIZE * FILTER_SIZE; i++) {
sum += pixel[i];
}
return sum / FILTER_SIZE / FILTER_SIZE;
}
void arithmetic_mean_filter(unsigned char* image, int width, int height) {
int kernel[FILTER_SIZE][FILTER_SIZE] = { {1, 1, 1}, {1, 1, 1}, {1, 1, 1} }; // 初始化权重
for (int y = FILTER_SIZE / 2; y < height - FILTER_SIZE / 2; y++) { // 避免边界效应
for (int x = FILTER_SIZE / 2; x < width - FILTER_SIZE / 2; x++) {
int pixel[9] = {image[y * width + x], image[(y - 1) * width + x], image[(y - 1) * width + x + 1],
image[y * width + x - 1], image[y * width + x], image[(y - 1) * width + x - 1],
image[y * width + x + 1], image[(y - 1) * width + x + 1], image[y * width + x]};
image[y * width + x] = (unsigned char)calculate_average(pixel);
}
}
}
int main() {
// 假设你有一个宽度和高度已知的图像数组image
// 先填充图像数据并设置起始位置
// arithmetic_mean_filter(image, width, height);
printf("Average filtered image data...\n");
return 0;
}
```
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