Use of chi-square distribution for the analytical description of moments of biometric parameters

The problem of decision of distributions of parameters of real biometric images from test bases is considered. It is shown, that the minimal mistake is given with the normalized chi-square distribution which can be used at certifi cation of authentication systems by the secret signatures.