C# 简单的图像边缘提取

文章由LinuxBoy分享于2019-04-01 07:04:37热评（524）

C# 简单的图像边缘提取

用到的算法是robert算子，这是一种比较简单的算法：

f(x,y)=sqrt((g(x,y)-g(x+1,y+1))^2+(g(x+1,y)-g(x,y+1))^2)

博主一共写了三段代码，第一段是边缘提取，第二段是线条加粗，第三段是原图和边缘图重合，三段代码可以放在一起，但为了看得清晰我就把他们分开了。

简单粗暴直接上代码！

private void Image_Test()
{
if (this.pBox.Image != null)
{

int Height = this.pBox.Image.Height;
int Width = this.pBox.Image.Width;
Bitmap bitmap = new Bitmap(Width, Height, PixelFormat.Format24bppRgb);
Bitmap MyBitmap = (Bitmap)this.pBox.Image;
BitmapData oldData = MyBitmap.LockBits(new Rectangle(0, 0, Width, Height), ImageLockMode.ReadOnly, PixelFormat.Format24bppRgb); //原图
BitmapData newData = bitmap.LockBits(new Rectangle(0, 0, Width, Height), ImageLockMode.ReadWrite, PixelFormat.Format24bppRgb); //新图即边缘图
unsafe
{
//首先第一段代码是提取边缘，边缘置为黑色，其他部分置为白色
byte* pin_1 = (byte*)(oldData.Scan0.ToPointer());
byte* pin_2 = pin_1 + (oldData.Stride);
byte* pout = (byte*)(newData.Scan0.ToPointer());
for (int y = 0; y < oldData.Height - 1; y++)
{
for (int x = 0; x < oldData.Width; x++)
{
//使用robert算子
double b = System.Math.Sqrt(((double)pin_1[0] - (double)(pin_2[0] + 3)) * ((double)pin_1[0] - (double)(pin_2[0] + 3)) + ((double)(pin_1[0] + 3) - (double)pin_2[0]) * ((double)(pin_1[0] + 3) - (double)pin_2[0]));
double g = System.Math.Sqrt(((double)pin_1[1] - (double)(pin_2[1] + 3)) * ((double)pin_1[1] - (double)(pin_2[1] + 3)) + ((double)(pin_1[1] + 3) - (double)pin_2[1]) * ((double)(pin_1[1] + 3) - (double)pin_2[1]));
double r = System.Math.Sqrt(((double)pin_1[2] - (double)(pin_2[2] + 3)) * ((double)pin_1[2] - (double)(pin_2[2] + 3)) + ((double)(pin_1[2] + 3) - (double)pin_2[2]) * ((double)(pin_1[2] + 3) - (double)pin_2[2]));
double bgr = b + g + r;//博主一直在纠结要不要除以3，感觉没差，选阈值的时候调整一下就好了- -

if (bgr > 80) //阈值，超过阈值判定为边缘（选取适当的阈值）
{
b = 0;
g = 0;
r = 0;
}
else
{
b = 255;
g = 255;
r = 255;
}
pout[0] = (byte)(b);
pout[1] = (byte)(g);
pout[2] = (byte)(r);
pin_1 = pin_1 + 3;
pin_2 = pin_2 + 3;
pout = pout + 3;

}
pin_1 += oldData.Stride - oldData.Width * 3;
pin_2 += oldData.Stride - oldData.Width * 3;
pout += newData.Stride - newData.Width * 3;
}

//这里博主加粗了一下线条- -，不喜欢的同学可以删了这段代码
byte* pin_5 = (byte*)(newData.Scan0.ToPointer());
for (int y = 0; y < oldData.Height - 1; y++)
{
for (int x = 3; x < oldData.Width; x++)
{
if(pin_5[0]==0&&pin_5[1]==0&&pin_5[2]==0)
{
pin_5[-3] = 0;
pin_5[-2] = 0;
pin_5[-1] = 0; //边缘点的前一个像素点置为黑色（注意一定要是遍历过的像素点）
}
pin_5 += 3;

}
pin_5 += newData.Stride - newData.Width * 3;
}

//这段代码是把原图和边缘图重合
byte* pin_3= (byte*)(oldData.Scan0.ToPointer());
byte* pin_4 = (byte*)(newData.Scan0.ToPointer());
for (int y = 0; y < oldData.Height - 1; y++)
{
for (int x = 0; x < oldData.Width; x++)
{
if (pin_4[0] == 255 && pin_4[1]==255 && pin_4[2]==255)
{
pin_4[0] = pin_3[0];
pin_4[1] = pin_3[1];
pin_4[2] = pin_3[2];
}
pin_3 += 3;
pin_4 += 3;
}
pin_3 += oldData.Stride - oldData.Width * 3;
pin_4 += newData.Stride - newData.Width * 3;
}
//......
bitmap.UnlockBits(newData);
MyBitmap.UnlockBits(oldData);
this.pBox.Image = bitmap;
}