Feh, like ImageMagick and xv before it, can be used to set a root image on your desktop. The syntax is simple:
$ feh –bg-scale /path/to/image.file
You can also do other things such as:
–bg-tile image.file
–bg-center image.file
–bg-seemless image.file
Easy!