Convert an image to grayscale
Is there a way to convert an image to grayscale 16 bits per pixel format, rather than setting each of the r,g and b components to luminance. I currently have a bmp from file.
Bitmap c = new Bitmap("filename");
I want a Bitmap d, that is grayscale version of c. I do see a constructor that includes System.Drawing.Imaging.PixelFormat, but I don't understand how to use that. I'm new to Image Processing and the relevant C# libraries, but have a moderate experience with C# itself.
Any help, reference to an online source, hint or suggestion will be appreciated.
EDIT: d is the grayscale version of c.
"I want a Bitmap d, that is grayscale. I do see a consructor that includes System.Drawing.Imaging.PixelFormat, but I don't understand how to use that."
Here is how to do this
Bitmap grayScaleBP = new
System.Drawing.Bitmap(2, 2, System.Drawing.Imaging.PixelFormat.Format16bppGrayScale);
EDIT: To convert to grayscale
Bitmap c = new Bitmap("fromFile");
Bitmap d;
int x, y;
// Loop through the images pixels to reset color.
for (x = 0; x < c.Width; x++)
{
for (y = 0; y < c.Height; y++)
{
Color pixelColor = c.GetPixel(x, y);
Color newColor = Color.FromArgb(pixelColor.R, 0, 0);
c.SetPixel(x, y, newColor); // Now greyscale
}
}
d = c; // d is grayscale version of c
Faster Version from switchonthecode follow link for full analysis:
public static Bitmap MakeGrayscale3(Bitmap original)
{
//create a blank bitmap the same size as original
Bitmap newBitmap = new Bitmap(original.Width, original.Height);
//get a graphics object from the new image
using(Graphics g = Graphics.FromImage(newBitmap)){
//create the grayscale ColorMatrix
ColorMatrix colorMatrix = new ColorMatrix(
new float[][]
{
new float[] {.3f, .3f, .3f, 0, 0},
new float[] {.59f, .59f, .59f, 0, 0},
new float[] {.11f, .11f, .11f, 0, 0},
new float[] {0, 0, 0, 1, 0},
new float[] {0, 0, 0, 0, 1}
});
//create some image attributes
using(ImageAttributes attributes = new ImageAttributes()){
//set the color matrix attribute
attributes.SetColorMatrix(colorMatrix);
//draw the original image on the new image
//using the grayscale color matrix
g.DrawImage(original, new Rectangle(0, 0, original.Width, original.Height),
0, 0, original.Width, original.Height, GraphicsUnit.Pixel, attributes);
}
}
return newBitmap;
}
Bitmap d = new Bitmap(c.Width, c.Height);
for (int i = 0; i < c.Width; i++)
{
for (int x = 0; x < c.Height; x++)
{
Color oc = c.GetPixel(i, x);
int grayScale = (int)((oc.R * 0.3) + (oc.G * 0.59) + (oc.B * 0.11));
Color nc = Color.FromArgb(oc.A, grayScale, grayScale, grayScale);
d.SetPixel(i, x, nc);
}
}
This way it also keeps the alpha channel.
Enjoy.
There's a static method in ToolStripRenderer
class, named CreateDisabledImage
.
Its usage is as simple as:
Bitmap c = new Bitmap("filename");
Image d = ToolStripRenderer.CreateDisabledImage(c);
It uses a little bit different matrix than the one in the accepted answer and additionally multiplies it by a transparency of value 0.7, so the effect is slightly different than just grayscale, but if you want to just get your image grayed, it's the simplest and best solution.
The code below is the simplest solution:
Bitmap bt = new Bitmap("imageFilePath");
for (int y = 0; y < bt.Height; y++)
{
for (int x = 0; x < bt.Width; x++)
{
Color c = bt.GetPixel(x, y);
int r = c.R;
int g = c.G;
int b = c.B;
int avg = (r + g + b) / 3;
bt.SetPixel(x, y, Color.FromArgb(avg,avg,avg));
}
}
bt.Save("d:\\out.bmp");
None of the examples above create 8-bit (8bpp) bitmap images. Some software, such as image processing, only supports 8bpp. Unfortunately the MS .NET libraries do not have a solution. The PixelFormat.Format8bppIndexed format looks promising but after a lot of attempts I couldn't get it working.
To create a true 8-bit bitmap file you need to create the proper headers. Ultimately I found the Grayscale library solution for creating 8-bit bitmap (BMP) files. The code is very simple:
Image image = Image.FromFile("c:/path/to/image.jpg");
GrayBMP_File.CreateGrayBitmapFile(image, "c:/path/to/8bpp/image.bmp");
The code for this project is far from pretty but it works, with one little simple-to-fix problem. The author hard-coded the image resolution to 10x10. Image processing programs do not like this. The fix is open GrayBMP_File.cs (yeah, funky file naming, I know) and replace lines 50 and 51 with the code below. The example sets the resolution to 200x200 but you should change it to the proper number.
int resX = 200;
int resY = 200;
// horizontal resolution
Copy_to_Index(DIB_header, BitConverter.GetBytes(resX * 100), 24);
// vertical resolution
Copy_to_Index(DIB_header, BitConverter.GetBytes(resY * 100), 28);