Recognizing people by the way they walk can have numerous applications in the fields of security, leisure or medicine. A new technique offers significant advantages as recognition can be done remotely and does not require the cooperation of the subject. Detecting suspicious behavior (video surveillance), access control to buildings or to restricted areas and demographic analysis of a population in terms of gender and age range are just some of the possible applications of this technology.