iris recognition system using principal component analysis - Dissertation Example

Only on StudentShare

Extract of sample
iris recognition system using principal component analysis

This gives a fine demarcation between the inter class and intra class irises and hence the recognition becomes easier. Principal component analysis has been used to reduce the dimensionality. This enables choice of appropriate features from the iris templates and improves classification. The iris recognition accuracy has been described in terms of False Reject Ratio and False Accept Ratio. Table of contents Chapter 1 – Introduction of Project 1.1. Introduction 1.2. Project background 1.3. Problem Statement 1.4. Project aim and objectives 1.5. Significance of the project 1.6. Scope of project 1.7. Overview of project 2. Chapter - 2 Review of Literature 2.1. Introduction 2.2. Human Iris System 2.2.1. Iris and Biometrics 2.2.2. Artificial Intelligence for Iris recognition 2.3. Scanning the Iris 2.3.1 Localization of Landmarks 2.3.2 Digital Imaging 2.4. statistical dependence 2.5. Principal Component Analysis 2.5.1 Covariance 2.5.2 Normality and Residuals 2.6. Chapter summary Chapter 3 – Methodology and framework of the Project 3.1. Introduction 3.2. Method 3.3. Requirements 3.4. Project Design 3.5. Hardware Design 3.6. Software Design 3.7. Chapter summary Chapter 4 – Project implementation and testing 4.1. Introduction 4.2. Image Segmentation 4.3. ...Show more


Iris recognition system using principal component analysis Abstract Iris recognition has been a challenge in the past with the recognition accuracy being low. This project has implemented an iris recognition system using image processing. The hardware arrangement consists of Raspberry Pi arm processor and the software used is MATLAB…
Author : ivahsauer
Save Your Time for More Important Things
Let us write a custom dissertation on your topic
"iris recognition system using principal component analysis"
with a personal 20% discount.
Find out more

Related Essays

Neural Networks for handwriting recognition
stems in every walk of life, automatic handwriting recognition based systems have appeared as one of the major commercial and academic interests. At the present, there exist a large number of algorithms to identify handwritten digits. Additionally, new technology based systems implemented in post offices and other departments make use of them to sort people letters, in the same way banks and other financial institutions make use of them to read people checks for ensuring authentication.
16 pages (4000 words) Essay
Door Locking System With Using The Motion Sensor
It involves designing a system and using a microcontroller to program it. The aims and objectives of the project included detecting motion, sending output signal from the controller to motor, making a prototype of the system, creating an understanding of how a motion sensor works, as well as learning how to program a microcontroller.
32 pages (8000 words) Essay
Particle Size and Shape Measurements of Soot Using Image Analysis
It was found out that the mean particle area was about 0.26 cm squared. Particle 1 had a minimal area of 0.008 cm squared, and a maximum of about 0.31cm squared for the particles in the soot images. Additionally, the study found out that over 90% of the soot particles had 0.7 roundness with a mean value of about 0.73.
4 pages (1000 words) Lab Report
hybrid system
The report included the purpose of hybrid system and revealed the way it has become more economical because they can heat homes at lower temperatures. The discussion part is where the researcher attempted to offer more details a about hybrid system by backing up information with varied literature materials.
4 pages (1000 words) Assignment
Edinburgh Napier University aspires to be 'environmentally friendly' and 'sustainable'. Write a report for the Principal
ts Installation of rain catchments in order to allow storage and use of water for the university vegetation Ensuring environmental and corporate sustainability by filing annual reports. Edinburgh Napier University aspires to be ‘environmentally friendly’ and ‘sustainable’.
11 pages (2750 words) Essay
Fault Detection and Diagnosis using Principal Component Analysis of Vibration Data from a Reciprocating Compressor
PCA allows projecting large streams of input data onto a smaller dimensional space, so that the projected data is uncorrelated when compared to the original data. The various elements of such projected data are better known as the principal components (Mdlazi et al., 2007).
5 pages (1250 words) Literature review
Automotive component
In order for the automobile to run smoothly, these parts must be checked one by one and connected intact to form the machine as a whole. One of the most vital parts of the automobile is the molded tire. Compression molded tires make the automobile move from one place to another.
6 pages (1500 words) Assignment
Introduction to Engineering - Truss Bridge Design
Purpose of conducting and developing this project is to design a truss bridge model with given specifications for a bridge competition. The designed model was according to the required results in within the given specifications range.
4 pages (1000 words) Essay
system architecture
es a number of leadership challenges for the system architect: Accurate budget planning, less bureaucracy and empowering the employees, knowing the complexity of the systems, Systems integration. Mr. Siegel likewise mentions the importance regarding leadership skills, however,
1 pages (250 words) Essay
lab report paraphrasing
The above two techniques are anticipated to provide a similar solution. The third section of the Experiment 2 was to determine the time used by MATLAB to finish solving the FFT and DFT CODE. The above table demonstrates that the MATLAB function (FFT) on
1 pages (250 words) Essay
Find out how much would it cost
to get a custom paper written by a pro under your requirements!
Win a special DISCOUNT!
Put in your e-mail and click the button with your lucky finger
Your email