Advanced Computer Science Masters Project

PROJECT

TABLE OF CONTENTS
INTRODUCTION...........................................................................................................................1
Description of the project topic...................................................................................................1
Title..............................................................................................................................................1
Aim of the project........................................................................................................................1
Objectives of the project..............................................................................................................1
Research questions.......................................................................................................................1
LITERATURE REVIEW................................................................................................................2
Theme 1 Facial recognition technique.........................................................................................2
Theme 2s Use of machine learning in facial recognition............................................................2
RESEARCH METHODOLOGY....................................................................................................3
Research type...............................................................................................................................3
Research philosophy....................................................................................................................3
Research design...........................................................................................................................4
Data collection.............................................................................................................................4
Sampling......................................................................................................................................4
Data Analysis...............................................................................................................................5
PLAN...............................................................................................................................................5
REREFENCES................................................................................................................................7

INTRODUCTION
Description of the project topic
Automatic human fa e detection is one of the most common biometric knowledge which
is being used in most of the system, devices etc. This biometric technique has gathered lot of
attention recently. This technique is used for identification of faces whether in still images, in
videos or for unlocking a device by recognizing faces. Adaptation of this technology has
increased drastically and there are many applications that have adopted this technique and are
being used for face detection (Khan and et. al., 2019). Not only this many mobile companies
have also implanted this feature of face detection and unlocking within their devices. This
technique is used for uniquely identifying and verifying each and every person. However, there
are various kinds of issues that are associated with current approaches that are being used for
facial detection and in order to overcome these issues machine learning is being used for facial
recognition. This project will majorly focus upon ways in which machine learning can be used
for facial recognition.
Title
Ways in which machine learning can be used for facial recognition
Aim of the project
The main aim of this project is “To analyse ways in which machine learning can be used
for facial recognition”.
Objectives of the project
Main objectives of this project are as follows:
 To analyse usage of facial recognition technique
 To identify issues associated with existing facial recognition techniques
 To analyse use of machine learning in facial recognition
 To evaluate machine learning techniques that can be used for facial recognition
Research questions
Main research questions of this project are as follows:
 What are the ways in which face recognition technique is being used?
 What are the main issues associated with existing facial recognition techniques?
 How machine learning can be used in facial recognition?
 What are the main machine learning approaches that can be used for facial recognition?
1