Remove FromDocToPDF Toolbar Comletely

Infected with FromDocToPDF? How frustrated.

If you have FromDocToPDF on your computer, you may have the same experience like below:

I don't know how I got the FromDocToPDF Toolbar on my pc, but now I don't know how to uninstall it since it doesn't appear in my Uninstall Program list. Also, it keeps trying to change my homepage on Firefox. Any help would be greatly appreciated. 

Remove FromDocToPDF Pop-ups Completely

Brief  Introduction about FromDocToPDF

FromDocToPDF, an adware, is specifically designed to generate ads, pop-ups and banners within the popular web browsers, like Google Chrome, Mozilla Firefox and Internet Explorer. It's used by the spammer as a tool to get benefits via users clicking on the ads. Its installation changes browser default setting. It also downloads its files in the browser cache, which is the reason why ads by FromDocToPDF can automatically show up every time browsers are open.