People’s Education Society’s college of Engineering

Abstract — In this paper we are going to address the problem of matching a forensic sketch to a gallery of mug shot images.In the Previous research in sketch matching they only offered solutions of matching highly accurate sketches but in reality Forensic sketches differ from viewed sketches that have been drawn by artist describe by the police witness. To identify forensic sketches, we present a framework called local feature-based discriminant analysis (LFDA). In today’s world automatic face sketch recognition plays a very important role in law enforcement. Recently, various methods have been proposed to address the problem of face sketch recognition by matching face photos and sketches, which are of different modalities.The SIFT feature description and multiscale local binary patterns is applied on sketched images and photos