1. A method for detecting biometric characteristics in a captured biometric data image comprising: determining, by a processor, an approximate location for a biometric characteristic in a frame, the frame being included in captured biometric data; determining region of interest positions over the frame; calculating a set of feature values for each position; generating a displacement for each set of feature values and generating a median displacement; and adjusting the biometric characteristic location by the median displacement.