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How can i detect the hand gloves ?

Hey fellas. I wanted to make a hand gesture detection project. But the skin color detection in that was totally dependent on light and skin colors. Thus unreliable.

So i am now thinking of using a gloves. The gloves are like this http://i848.photobucket.com/albums/ab41/pranayjaiswal/2013-08-25102506_zps94388dd9.jpg

how can i find the gloves, I dont know the HSV values of that.

Thanks. and Sorry for stupid question am new to OpenCV