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Detection/segmentation of people wearing uniform.

Hello,

What would be the best (most robust/fastest) way to detect person(s) wearing a particular uniform (e.g. a football player) in image/video? The end goal is the accurate image segmentation. The plan right now is to detect people using one of the learning techniques (e.g. neural nets/SVM etc) with subsequent matting using the detected position/area as a hint. Any suggestions about the matting technique will be also most welcome.

Thanks.