Algorithm Development for Fingerprint Image Enhancement Using Wavelet Processing

Description

Download Algorithm Development for Fingerprint Image Enhancement Using Wavelet Processing. Electronic Engineering students who are writing their projects can get this material to aid their research work.

Abstract

Biometrics is a physical, electronic and biological means of providing dependable and accurate identification of people. It entails data acquisition, storage and subsequent matching at points of access or identification.

Biometrics is an emerging technology that identifies people by their physical and/or behavioral characteristics and practically requires the person to be identified to be physically present at the point of identification.

In this thesis, efforts to improve biometrics were made in developing an algorithm that will enhance fingerprint images for effective matching and rapid identification.

The algorithm was based on wavelet processing which employed Daubechies’ wavelets for decomposition as well as reconstruction. Wavelet smoothing and denoising were also included in the algorithm.

Introduction

Today’s world has been greatly modified by technology in the efforts of man to deal with his environment in order to tame it to suit his needs; with particular reference to electronics. Virtually, all aspects of our modern civilization depend on electronic [including hardware and software] systems for smooth and effective operations of daily activities.

Ranging from military, communications, government, education, banking, automobiles and manufacturing to the space industry; all rely on electronic systems for various applications like process automation, control and monitoring systems, security, automated parking control,

24 hours surveillance systems, traffic collision avoidance system (TCAS) of aircrafts and on board data handling subsystems of satellites (OBDH).

With the dynamic growth of the world’s population, global economic meltdown, food scarcity, and unemployment; all these factors have led to significant increase in violent crimes globally making security a great challenge to all and sundry.

Governments, business owners, the organized private sector and educational institutions all require a robust, rugged and dependable means of recognizing and verifying peoples’ identities at various points of access to specific areas physically and electronically.

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