News Updates Thursday 26th Dec 2024 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission is open. Submit online or at editor.ijcet@inpressco.com
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

Masked Face Detection based on Micro-Texture and Frequency Analysis


Author : Surya Prakash Dwivedi and A.K. Shukla

Pages : 1277-1281
Download PDF
Abstract

Recognition with biometric system is a vulnerable approach in security area. But face recognition approach is popular tone of them to spoofing attacks which can be done by falsifying data using craft faces and thereby gaining illegitimate access. An easy way to spoof face recognition system is to use past taken photographs instead of live person. Thus, Liveness detection is needed to design a secure system against like such illegal activities. Inspired from the facts that the images taken from the 2-D pictures and real faces have differences in characteristics like size, shape and detailedness, face prints having printing quality defects that can detected easily via using micro-texture analysis. We are proposing a novel approach analyzing texture and frequency analysis by using Local Binary Pattern (LBP) and frequency descriptor respectively. This provides a unique feature space for coupling spoofing detection and face recognition. Experiments which we were done on publicly available database produced fabulous result and we can clearly illustrate live faces and 2-D photographs.

Keywords: Spoofing; Frequency Descriptor; Local Binary Pattern; Liveness Detection.

Article published in International Journal of Current Engineering and Technology, Vol.5, No.2 (April-2015)

 

Call for Papers
  1. IJCET- Current Issue
  2. Issues are published in Feb, April, June, Aug, Oct and Dec
  3. DOI is given to all articles
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2023 INPRESSCO® All Rights Reserved