As mentioned previously, we will be discussing two broad categories of grayscale transformations: linear and logarithmic. We will start with linear transformations first.
When it comes to grayscale transformations, there are broadly two types of transformations that are widely discussed:
In theory, you can make up as many arbitrary linear transformations that you want, but for the purpose of this book, we will restrict ourselves to just the two.
The identity transformation maps each input pixel to itself in the output. In other words:
Obviously, this does nothing exciting. In fact, this transformation doesn't do anything at all! The output image is the same as the ...