Removing Background From ripped spritesheet

[DannysMyNanny]

So, I just started looking at this site and wanted to use some of the sprite sheets for a personal project. However, a lot of the sprite sheets I want to use have solid color background on them, instead of them being transparent. I was wondering what the best way is of getting rid of the color background so I can use the sprites properly?