直方图均衡化
第一张是原图,第二张是直方图均衡化后的图像。
byte[] EqualizeHist(byte[] grey, int ww, int hh)//此处处理的是8位图像,直方图均衡化
{
//统计0~255像素值的个数
int[] mp = new int[256];
for (int i = 0; i < hh; i++)
{
for (int j = 0; j < ww; j++)
{
int value = grey[i * ww + j];
mp[value]++;
}
}
/
double[] graypro = new double[256];
for (int i = 0; i < 256; i++)
{
graypro[i] = mp[i] / (ww * hh * 1.0);
}
double[] graysumpro = new double[256];
graysumpro[0] = graypro[0];
for (int i = 1; i < 256; i++)
{
graysumpro[i] = graysumpro[i - 1] + graypro[i];
}
byte[] grayequ = new byte[256];
for (int i = 0; i < 256; i++)
{
grayequ[i] = (byte)(graysumpro[i] * 255 + 0.5);
}
//根据累计频率进行转换
byte[] temp=new byte[hh*ww];
for (int i = 0; i < hh; i++)
{
for (int j = 0; j < ww; j++)
{
temp[i * ww + j] = grayequ[grey[i * ww + j]];
}
}
return temp;
}
虽然别人也实现了,自己也做个记录,不会用时找不到。