图像的单色变换——原理与实现（Single color transformation）
Single color transformation——Principle and implement
From May 1 to May 3, I have a 3-day holiday. When I was on the Internet, I downloaded some resource about image process by chance. Before I have seen someone develop a ｊａｖａ-based image process program (JPS short for ｊａｖａ Photoshop). Then I think I can also develop one based CSharp. Good idea! Let’s do it.
But image process is a profound discipline. It requires adept programming skills and good mathematical knowledge. The best programming language for it is C or C plusplus, because they calculate very fast. However ｊａｖａ and .Net are run time translated language. They are not fast enough for image process. So I just look it as playing and a method of wasting the vacuity time.
Chapter 1 Single color transformation
Today I will talk about single color transformation. That is to say how we can transform a color photo to a black and white one.
As we all know, in computer science color of a color monitor comprises R, G and B 3 color. RGB have a value form 0 to 255. So we change each pixel of a color photo to a black, white or gray one, then it will look like a black and white photo.
There are 5 methods can make it. I call R-transformation, G-transformation, B-transformation, Mean-transformation and Inverse-phase. Now I will interpret the principle of each.
R-transformation
getpixel() method of Picturebox or Bitmap can return a value of Color. Class Color has r, g and b 3 attributes. They are the RGB values of a pixel. Then we can change and save them with setPixel() method easily. Source codes are:
Bitmap bmpold = new Bitmap(picOld.Image);
Color c = new Color();
for (int i = 0; i < bmpold.Width; i++)
for (int j = 0; j < bmpold.Height; j++)
{
c = bmpold.GetPixel(i, j);
Color cc = Color.FromArgb(c.R, c.R, c.R);
bmpold.SetPixel(i, j, cc);
}
picNew.Image = bmpold;
We can use a picture to test it. The original picture is a photo of a beautiful girl, with short hair, big eyes and a big sweet smile. The transformation results can be find in my albums.
G and B-transformation
Please pay attention to the line with green color. We can change it to c.G and c.B. then we can get G and B-transformation.
Y-transformation
for (int i = 0; i < bmpold.Width; i++)
for (int j = 0; j < bmpold.Height; j++)
{
c = bmpold.GetPixel(i, j);
int r, g, b, y;
r = c.R;
g = c.G;
b = c.B;
y = (int)(0.31*r +0.59* g + 0.11*b);
if (y < 0) y = 0;
if (y > 255) y = 255;
Color cc = Color.FromArgb(y, y, y);
bmpold.SetPixel(i, j, cc);
}
Mean-transformation
It is also easy to understand. We can get the mean value of a pixel’ RGB. And set the pixel with the mean value. Look source code below:
c = bmpold.GetPixel(i, j);
int r, g, b, y;
r = c.R;
g = c.G;
b = c.B;
y = (int)(0.31*r +0.59* g + 0.11*b);
if (y < 0) y = 0;
if (y > 255) y = 255;
Color cc = Color.FromArgb(y, y, y);
So easy! Isn’t it??
Inverse-transformation
c = bmpold.GetPixel(i, j);
int r, g, b, y;
r = 255-c.R;
g = 255 - c.G;
b = 255 - c.B;
Color cc = Color.FromArgb(r, g, b);
bmpold.SetPixel(i, j, cc);
Just pay attention to the green lines. If you have any knowledge of programming language, you can understand it.
The End
There are many funny pictures’ transformations. I will interpret the principle and implement it in C#.Net.
I just do it for fun. And writing in English can practice my written English.
