Question

rgbImage = grayImage / max(max(grayImage));

or

rgbImage = grayImage / 255;

Which of the above is right,and reason?

Answer 1

To convert a grayscale image to an RGB image, there are two issues you have to address:

• Grayscale images are 2-D, while RGB images are 3-D, so you have to replicate the grayscale image data three times and concatenate the three copies along a third dimension.
• Image data can be stored in many different data types, so you have to convert them accordingly. When stored as a double data type, the image pixel values should be floating point numbers in the range of 0 to 1. When stored as a uint8 data type, the image pixel values should be integers in the range of 0 to 255. You can check the data type of an image matrix using the function class.

Here are 3 typical conditions you might encounter:

• To convert a uint8 or double grayscale image to an RGB image of the same data type, you can use the functions repmat or cat:

  rgbImage = repmat(grayImage,[1 1 3]);
  rgbImage = cat(3,grayImage,grayImage,grayImage);
  

• To convert a uint8 grayscale image to a double RGB image, you should convert to double first, then scale by 255:

  rgbImage = repmat(double(grayImage)./255,[1 1 3]);
  

• To convert a double grayscale image to a uint8 RGB image, you should scale by 255 first, then convert to uint8:

  rgbImage = repmat(uint8(255.*grayImage),[1 1 3]);