16-bit Grayscale Image Conversion Techniques
This guide explains how to convert images to 16-bit grayscale format without manually adjusting RGB components to luminance values.
Creating a New 16-bit Grayscale Bitmap:
The simplest method involves using the System.Drawing.Bitmap
constructor with the System.Drawing.Imaging.PixelFormat
parameter. This directly creates a new bitmap with the desired 16-bit grayscale format:
Bitmap grayScaleBP = new System.Drawing.Bitmap(2, 2, System.Drawing.Imaging.PixelFormat.Format16bppGrayScale);
This code snippet generates a 2x2 pixel bitmap in 16-bit grayscale. Adjust the dimensions as needed for your image.
Converting an Existing Image to 16-bit Grayscale:
To convert an existing bitmap, you'll need to iterate through each pixel and redefine its color properties. While possible, this method is less efficient for larger images.
// (Pixel iteration code would go here – omitted for brevity due to inefficiency)
Optimized Grayscale Conversion using ColorMatrix:
For a significantly faster and more efficient grayscale conversion, leverage a ColorMatrix
. This approach applies a transformation matrix to the image's color data, resulting in a grayscale conversion.
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} }); using (ImageAttributes attributes = new ImageAttributes()) { attributes.SetColorMatrix(colorMatrix); // ... (Drawing code using attributes to apply the ColorMatrix) ... }
This utilizes standard luminance weighting (.3, .59, .11) for a perceptually accurate grayscale conversion. Remember to replace the commented section with the appropriate code to draw the image using the modified ImageAttributes
. This method is far more efficient than pixel-by-pixel manipulation, especially for larger images.
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