To classify a given fingerprint image as male or
female, we extracted the most significant features such as
RV A and Frequency Domain Analysis (Frequency based
feature such as Horizontal, vertical, diagonal &
amplitude).These features were then used to train the
ANFIS classifier. The experimental results showed that the
proposed system can be used as a prime candidate in
forensic anthropology with a higher accuracy than NN and
Fuzzy individually.