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A single grey-scale camera based object classification system for vehicle airbag deployment control in wide and frequent illumination variations is introduced. Image sequences are acquired using an active illumination systems that is used to minimise the effects of the widely varying levels of ambient illumination, combined with a means of shadow suppression. Twodimensional information of the object is extracted by employing the active contour model, based on a priori knowledge of the passengerdoi:10.5244/c.18.52 dblp:conf/bmvc/YoonE04 fatcat:7nuluvtew5c5taxgre3kmov4rm