vi
TABLE OF CONTENTS
CHAPTER
1
2
TITLE
PAGE
DECLARATION
ii
ACKNOWLEDGEMENT
iii
ABSTRACT
iiv
ABSTRAK
v
TABLE OF CONTENTS
vi
LIST OF TABLES
viii
LIST OF FIGURES
ix
LIST OF APPENDICES
x
INTRODUCTION
1
1.1
Introdution to digital image proessing
1
1.2
Problem Statement
2
1.3
Objectives
2
1.4
Scope of Study
2
LITERATURE REVIEW
2.1
Hand gesture recognition using a real-time tracking
method and hidden Markov models
2.2
4
Hand gesture recognition for Human-Machine
interaction
2.3
4
5
Hand gesture recognition using combined features of
location, angle and velocity
5
vii
3
4
5
METHODOLOGY
6
3.1
High level methodology
6
3.2
Motion detection
8
3.3
Gesture calculation
10
3.4
Sending Instructions to PowerPoint
11
3.5
Skin color detection and noise removal
11
3.6
GUI display for user control and debug
12
3.7
Overlay function
13
3.8
Project Planning
14
RESULT AND DISCUSSION
16
4.1
Requirements for user
16
4.2
System setup
17
4.3
Experimental result
18
4.4
Result discussion
20
CONCLUSION AND FUTURE WORKS
21
5.1
Conclusion
21
5.2
Future Works Recommendations
21
REFERENCES
Appendix A
212
21
viii
LIST OF TABLES
TABLE NO.
TITLE
PAGE
3.1
Hand gesture recognition system GUI items description
14
4.1
System recognition rate based on users test data on task 1
15
4.2
System recognition rate based on users test data on task 2
19
4.3
System recognition rate based on users test data on task 3
19
4.4
System recognition rate based on users test data on task 4
19
ix
LIST OF FIGURES
FIGURE NO.
3.1
TITLE
PAGE
Microsoft Office PowerPoint 2010 Com Add-Ins for Hand
Gesture Recognition System
7
3.2
Flow diagram of Hand Gesture Recognition System
8
3.3
Flow diagram of Motion Detection Function
11
3.5
Flow diagram of sending instructions to PowerPoint
13
3.7
Outlook for hand gesture recognition system GUI
14
3.8
Overlay display of object movement tracker image.
15
4.1
Illusion for hand movement in front of webcam
17
4.2
Click on the ‘start’ button and user can proceed to waive
his/her hand to control presentation slideshow.
18
x
LIST OF APPENDICES
APPENDIX
A
1
TITLE
List of files included in attached CD
PAGE
23