It is very easy to do so with no need to other software than your browser .
All you need is to copy the link of the video page and paste it in the form in this page :
www.keepvid.com
Hit download button and then you have the direct video link to download it with your browser or your favorite download manager .
You can download videos from other video sharing sites as well , their is a list of supported sites in the page .