There's nothing more annoying than an image being marred by some kind of artefact be it a watermark date stamp or logo. Getting rid of them is very tricky and not something you can easily do yourself. Software like Remove Watermark Pro exists to do it for you using blending techniques to clear watermarks off images and restore as much of the original as possible.