VTU PG Program-M.Tech Project Report Format

A VTU

PG Program M.TECH Project

Report Format

Prepared by

Prof.B.B.S.Kumar

Ph.D Research Scholar, Senior Assistant Professor,

Dept. of Electronics and Communication Engineering,

RajaRajeswari College of Engineering,

#14, Ramohalli Cross, Mysore Road, Kumbalagodu,

Bengaluru-560074, Karnataka State, India.

Email : [email protected]

2014

VISVESVARAYA TECHNOLOGICAL UNIVERSITY

Jnana Sangama, Belgaum – 590014

A PROJECT REPORT

ON

Hybrid Robust Watermarking Technique

based on DWT, DCT and SVD

SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENT FOR THE

AWARD OF DEGREE OF

MASTER OF TECHNOLOGY

IN

DIGITAL ELECTRONICS AND COMMUNICATION

Submitted by

HARISH N J

(USN : 1RR11LEC04)

Under the guidance of

Mr. B B S KUMAR

Senior Assistant Professor

DEPARTMENT OF ELECTRONICS & COMMUNICATION ENGINEERING

RAJARAJESWARI COLLEGE OF ENGINEERING

BENGALURU-560074

2013-2014

RAJARAJESWARI COLLEGE OF ENGINEERING [ISO Certified 9000:2008, Affiliated to VTU, Belgaum, Approved by AICTE, New Delhi]

#14, Ramohalli Cross, Mysore Road, Kumbalagodu, Bengaluru-74

DEPARTMENT OF ELECTRONICS & COMMUNICATION

ENGINEERING

CERTIFICATE

This is to certified that the project work entitled “HYBRID ROBUST

WATERMARKING TECHNIQUE BASED ON DWT, DCT AND SVD” is a

bonafide work carried out by HARISH N J, with USN: 1RR11LEC004, in

partial fulfillment for the award of Master of Technology in Digital Electronics

and Communication of the Visvesvaraya Technological University, Belgaum

during the year 2013 - 14. It is certified that all corrections/suggestions indicated

for internal assessment have been incorporated in the report deposited in the

departmental library. The project report has been approved as it satisfies the

academic requirements in respect of Project work prescribed for the said Degree.

External Viva

Name of the Examiners: Signature with Date:

1.

2.

Signature of the Guide

Mr. B B S Kumar

Signature of the HOD

Prof. L N Das

Signature of the Principal

Dr. M S Bhagyashekar

DECLARATION

I, HARISH N J (USN:1RR11LEC04), student of 4th

semester M.Tech in Digital Electronics

and Communication, RajaRajeswari College of engineering, Bengaluru, hereby declare that

the project work entitled “HYBRID ROBUST WATERMARKING TECHNIQUE BASED

ON DWT, DCT AND SVD” submitted to the Visvesvaraya Technological University during

the academic year 2013-14, is a record of an original work done by us under the guidance of Mr.

B B S KUMAR, Assistant Professor, Department of Electronics & Communication

Engineering, RajaRajeswari College of Engineering, Bengaluru. This project work is submitted

in partial fulfillment of the requirements for the award of the degree of Master of Technology in

Digital Electronics & Communication. The results embodied in this thesis have not been

submitted to any other university or institute for the award of any degree.

Date:

Place: Bangalore

Harish N J

(1RR11LEC04)

I would like to dedicate this

Project

To my

Beloved Parents

ACKNOWLEDGMENT

Thanksgiving to those who directly and indirectly helped to complete the project work

Ex:

Chairman

Principal

HOD

Guide

Co-guide

Project Co-ordinator

Teaching Staff and Non Teaching Staff

Industries/R&D Centre’s/Organisation

Friends

Family members

Harish N J

ABSTRACT

Past & Present trends techniques related to project work few lines

Project title, Scope of Project

Implemented on simulation/embedded ex: MATLAB/C++/VB

Methodology

Testing

Experimental results analysis

Throughput

Achievements and contributions

Merits

Contents

Page no.s

Front Page

Certificate

Declaration

Dedication

Acknowledgement

Abstract

Contents

List of Figures

List of Tables

List of Flowcharts

List of Acronyms

Chapters Titles Page no.s

Chapter 1: INTRODUCTION

Chapter 2: LITERATURE SURVEY

Chapter 3: DISCRETE WAVELET TRANSFORM

Chapter 4: GABOR FILTER

Chapter 5: METHODOLOGY

Chapter 6: PROJECT DESIGN

Chapter 7: ALGORITHMS FOR PROJECT DESIGN

Chapter 8: EXPERIMENTAL RESULTS AND DISCUSSION

Chapter 9: CONCLUSION

APPENDIX A

APPENDIX B

REFERENCES

PUBLICATION DURING TENURE IN PG PROGRAM

List of Figures

Page no.s

Fig.1.1 : DWT

Fig.1.2 : DCT

List of Tables

Page no.s

Table 1.1 : DWT

Table 1.2 : DCT

List of Flowcharts

Page no.s

Flowchart 1.1: DWT

Flowchart 1.2: DCT

List of Graphs

Page no.s

Graph 1.1: DWT

Graph 1.2: DCT

List of Equations

Page no.s

Equation 1.1: DWT

Equation 1.2: DCT

List of Acronyms

DWT : Discrete Wavelet Transform

DCT : Discrete Cosine Transform

Hybrid Robust Watermarking Technique Based on DWT, DCT and SVD

Dept. of ECE, M.Tech(DEC), RRCE, Bengaluru 2013-14 Page 1

Chapter 1(Font size 16 or 14)

INTORDUCTION(Font size 18)

Give few lines introduction with respective to project related present trends

techniques. (Font size 12, font style Times New Roman) (Line spacing 1.5)

(Paragraph gap 12 point) (Single tap at every paragraph begins)

Objective of Project, Scope

Research work contribution- regarding project

Brief explanation of project.

1.1 Any Industrial/R&D Centre/Organization Visit

(Section font size 16, sub section font size 14) Mention few lines.

Fig.1.1: Prof.B.B.S.Kumar

Table 1.1: Publications

Sl.No. Publications

Journals 10

Conference 22

1.2 Area of field and domain explanation (in brief )

1.2.1Digital Image Processing (Sub Section-font size 14)

1.3 Structure of Report Chapter 1:

Chapter 2:

Chapter 3:

.............

.............



Chapter 2

LITERATURE SURVEY Give introduction regarding literature survey- Why we need of ?......... few lines

2.1 Base Papers The order of paper references

Authors Name

Title of paper

Publication(ex : ieee, eslevier....)/Organisation/R&D Centre’s

ISSN or ISBN

Vol No.

Issue No.

pp. No.(ex:1-23, 234-240)

Year of Publication

Write on total 20 paper publication of journals in descending order of year, ex:2014,

2013, 2012, 2011.......................with base paper coming first, mention specifically

2.2 Related Papers Give brief explanation about paper description.

2.3 Motivation Regarding- how you motivated to do the project.

2.4 Need of project

Scope

2.5 Previous Existing System With Demerits brief explanation.

Results & Discussion in brief

Methods

Utility Tools used for implementation

2.6 Proposed System Explain in brief regarding proposed system comparing with previous work.

Define problem description/definition/statement

Methodology

Project limitation

Merits and Application of proposed system

2.7 Choice of Hardware/Software Tools used-explain in brief



Chapter 3

Area of Domain

Ex: DISCRETE WAVELET TRANSFORM

Explanation with

Diagrams

Relevant equations

Merits

Application



Chapter 4

Area of Domain

Ex: GABOR FILTER/DCT/SVD

Explanation with

Diagrams

Relevant equations

Merits

Application



Chapter 5

METHODOLOGY

With respective to area of research work/ project :

Pre-history of techniques with present trends implementation

Diagrams

Relevant equations

Merits

Application

Methodology related to research project work implementation



Chapter 6

PROJECT DESIGN(IMPLEMENTATION)

Explanation of working principle of project design/implementation

Diagrams

Relevant equations

Merits

Application related to project



Chapter 7

ALGORITHMS FOR PROJECT DESIGN

Example:

7.1 Algorithms of DWT

Flowchart : DWT

7.2 Algorithms of Gabor Filter

Flowchart : Gabor Filter

7.3 Execution of project path link (software/hardware)



Chapter 8

EXPERIMENTAL RESULTS & DISCUSSION

Input Specification (if any diagrams and tables)

Output Specification (if any diagrams and tables)

Mathematical Analysis…….if any

Brief explanation of input/output

Results discussion/research analysis should be proving and disproving with

clarification

Throughput

Achievements

Comparisons…if any(tables, bar charts and graphical characteristics representation)



Chapter 9

CONCLUSION

Concluding with

Results analysis-proving and disproving

Throughput

Methodology

With previous existing system and comparisons

Project work achievements and contributions

9.1 Future Enhancement

Related to project work further what can be modified with present trends



APPENDIX A

If any specification related to project work, not mentioned in main report

IC’s pin configuration......if any

Equations.....if any

Block diagrams.....if any

Data sheets…….if any



APPENDIX B

If any specification related to project work, not mentioned in main report

Software Description----if any

Hardware Description---if any

Data Sheets……if any



REFERENCES

More than 25+ papers should be given as references.

In a descending order, publication year wise Ex: 2014, 2013, 2012, 2011, 2010,

2009...................etc.,

Order of references : paper publication, text books, websites

Format : IEEE

References citation should be mention in the main report text, whichever publication

papers/text books/ websites is discussing/explaining related to topics.

ex:[1], [2], [3]………..



PUBLICATION DURING TENURE IN PG PROGRAM

1. B.B.S.Kumar, Dr.P.S.Satyanarayana and Shivakumaraiah B.R, “Image Compression and

De-noising using Discrete Meyer Wavelet Technique”, International Journal of Ethics in

Engineering & Management Education (IJEEE), ISSN: 2348-4748, Vol-1, Issue-7, July

2014. -Awarded BEST PAPER.

Image Compression and De-noising using Discrete Meyer

Wavelet Technique

1B. B. S. Kumar,

2Dr.P. S. Satyanarayana and

3Shivakumaraiah B.R

1Research Scholar, Asst. Prof., Dept. of ECE, Rajarajeswari College of Engineering, Bangalore, India.

2Dept. Of ECE, Cambridge Institute of Technology, Bangalore, India.

E-mail : [email protected],

[email protected],

[email protected]

Abstract-The main objective is to examine the still image format lossy compression and de-

noising using Discrete Meyer Wavelet Technique. The compression and de-noising is

implemented in software using MATLAB2012b version Wavelet Toolbox and 2-D DWT

technique. The purpose is to analyze compression and denoising using wavelet family such as

Discrete Meyer. The experiments and simulation is carried out on image .jpg formats. This

research work highlighting compression and adding ‘Salt & Pepper’ noise and de-noising.

The scope of the work involves Compression, De-noising and image clarity and to find the

effect of the threshold levels, to find out energy retained (Image Recovery) and lost, to find

PSNR and MSE.The wavelet differs from each other in PSNR and MSE. This method is

compared and classified in terms of its efficiency at different threshold values. Therefore, the

image recovery is good and clarity, but the percentage of compression and retaining the

energy is different. In order to quantify the performance of the de-noising, a ‘Salt & Pepper’

noise is added to the image and given as input to the de-noising algorithm, which produces an

image close to the original image.

Index Terms: Peak Signal to Noise Ratio (PNSR), Mean Square Error (MSE), Two

Dimensional Discrete Wavelet Transform(2DDWT).

Attachment of National/International Conference(if any technical presentations)

certificate photocopy

Attachment of any awards received certificate photocopy