大津法找阈值c语言代码
时间: 2023-08-01 11:10:59 浏览: 118
下面是使用C语言实现大津法找阈值的示例代码:
```c
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
int otsuThreshold(int hist[], int total) {
int sum = 0;
for (int i = 0; i < 256; ++i) {
sum += i * hist[i];
}
int sumB = 0;
int wB = 0;
int wF = 0;
int threshold = 0;
double maxVarBetween = 0.0;
for (int i = 0; i < 256; ++i) {
wB += hist[i];
if (wB == 0)
continue;
wF = total - wB;
if (wF == 0)
break;
sumB += i * hist[i];
double meanB = (double)sumB / wB;
double meanF = (double)(sum - sumB) / wF;
double varBetween = (double)wB * (double)wF * pow((meanB - meanF), 2);
if (varBetween > maxVarBetween) {
maxVarBetween = varBetween;
threshold = i;
}
}
return threshold;
}
int main() {
int hist[256] = {0}; // 像素灰度级别的直方图
int total = 0; // 像素总数
// TODO: 读取图像并计算直方图
// 示例直方图数据
hist[0] = 10;
hist[100] = 50;
hist[150] = 100;
total = 160;
int threshold = otsuThreshold(hist, total);
printf("Otsu threshold: %d\n", threshold);
return 0;
}
```
以上代码是一个简单的示例,其中直方图数据使用固定的值,实际应用中需要读取图像并计算直方图。你可以根据自己的需求进行修改和扩展。在运行时,它将输出计算得到的阈值。
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