In the modern age, technological advancement reached a new limit where authentication plays vital role in security management. Biometric-based is most referenced procedure for signature verification significant part of it person. To prevent falsification signatures on important documents & legal transactions necessary to recognize person's accurately. This paper focused recognizing offline ...