Image synthesis generates an image from some geometric model. Image processing accepts an image as input and generates an output image after doing some processing. Image analysis analyzes an image in order to extract geometrical, physical and topological information about the objects represented in the image.
The relationship between these three viewpoints is illustrated in the figure below.