Palmprint Recognition Based on Fusion of Spatial and Transform Domain Features

Abstract

The authentication of person using palmprint biometric trait is more efficient as more number of features are available. In this paper we propose palmprint recognition based on fusion of spatial and transform domain features. The palmprint images are preprocessed and the spatial domain features are extracted using Linear Binary Pattern (LBP). The LBP features of test palmprint images are compared with LBP features of database images using Euclidean Distance(ED) to compute performance parameters. The Stationary Wavelet Transform (SWT) is applied on LL band of Discrete Wavelet Transform (DWT) matrix of palmprint images to extract transform domain features. The ED is used to compare transform domain features of database and test palmprint images to compute performance parameters. The Optimum Total Success Rates (OTSR) of spatial and transform domain technique are fused to obtain better OTSR compared to individual techniques. It is observed that, the performance parameters are better compared to existing methods.

Authors and Affiliations

Chandrakala V, Chetan Tippanna Madiwalar, K Suresh Babu, K B Raja, Venugopal K R

Keywords

Related Articles

FPGA Based Low Power Design of an FIR Filter Using Distributed Arithmetic

Standard wireless and mobile communication environments have huge demands on high speed signal processing operations. Finite Impulse Response (FIR) filter is one of the crucial factors in signal and image processing app...

Motion Sensing Based Security System

The aim of the project is to develop a motion sensing based security system using the principle of Background Subtraction Algorithm. Here a Web Cam is connected to the computer and our software will receive the video si...

Kinematic Characteristics of Two Different Service at Three Varied Stages during the Match

The purpose of the study was designed to determine the variation between first and second serve at different time frame, i.e.: start of the match (initial period), mid of the match (mid period) and at the end flag of th...

Optimization and Analysis of Vertical Axis Wind Turbine Using Flow vision Solver

Wind energy is renewable source of energy and is available in nature. These days wind energy become most popular energy source. In present paper 3D models of VAWTs was designed with and without diffuser. The diffuser wa...

Protection And Security Of An Operating System

In this research paper first of all we gave a brief introduction of the operating system, furthers its types is also explained with an example and its component also. In this paper we show that what kind of problem aris...

Download PDF file
  • EP ID EP24295
  • DOI -
  • Views 307
  • Downloads 8

How To Cite

Chandrakala V, Chetan Tippanna Madiwalar, K Suresh Babu, K B Raja, Venugopal K R (2017). Palmprint Recognition Based on Fusion of Spatial and Transform Domain Features. International Journal for Research in Applied Science and Engineering Technology (IJRASET), 5(5), -. https://europub.co.uk/articles/-A-24295