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1
CHAPTER 1
INTRODUCTION
Face recognition is the task of identifying an already detected object as a known or unknown
face. Often the problem of face recognition is confused with the problem of face detection
Face Recognition on the other hand is to decide if the "face" is someone known, or unknown,
using for this purpose a database of faces in order to validate this input face.
1.1 FACE RECOGNIZATION:
DIFFERENT APPROACHES OF FACE RECOGNITION:
There are two predominant approaches to the face recognition problem: Geometric (feature
based) and photometric (view based). As researcher interest in face recognition continued,
many different algorithms were developed, three of which have been well studied in face
recognition literature.
1.1.1 CFD1
Subsection should mention here…..
1.1.1 CFD2
Subsection should mention here…..
1.2 Motivation and Perspective
--------------------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------
1.3 Description of Theoretical concepts **
…
Note: Chapter should contain min. 10 pages
** : Title heading can be modified
2
* : Whichever applicable
Proper citation within chapter (if any)
3
CHAPTER 2
LITERATURE REVIEW
2.1 Related Literature Review
2.2
….
Note: Chapter should contain min. 10 pages
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
4
CHAPTER 3
PROBLEM FORMULATION
3.1 Description of Problem Domain**
(How you are arriving at the problem? Describe with identified research gaps during
literature survey)
3.2 Problem Statement (Clear/Crisp)
3.3 Depiction of Problem Statement**
(block diagram clearly specifying following with description of each)
i) Inputs
ii)Output
iii) Processes
3.4 Objectives
Note: Chapter should contain min. 10 pages
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
5
CHAPTER 4
PROPOSED WORK
4.1 Introduction
Brief description of the proposed approach, justify with the help of literature survey
(min 3 pages)
4.2 Proposed Methodology/Algorithm
Step 1:
Step 2:
….
4.3 Description of each step**
Depiction of Algorithm with the help of flowchart and give description of all steps
Note:
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
6
CHAPTER 5
SYSTEM DESIGN
5.1 Functional Specification of System*
(Level 0 and higher level DFDs with description)
5.2 Structural and Dynamic Modeling of System*
5.2.1 Class/Object Diagrams
5.2.2 Use case Diagrams
5.2.3 Interaction Diagrams
5.2.4 State Chart /Activity Diagram
5.2.5 State Chart /Activity Diagram
5.2.6 Component /Deployment Diagram
5.3 Detail Block/ Diagram/ Flowchart*
Note: Chapter should contain min. 10 pages
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
7
CHAPTER 6
IMPLEMENTATION
6.1 Experimental Setup
6.1.1 Algorithms/techniques used
(Description of algorithms used s.a SVM, Decision Tree, KNN and others)
6.1.2 Software tools used
(Description of S/W tools as Python (Numpy, Matplotlib etc)
6.2 Dataset Description
6.2.1 Source of Dataset
6.2.1 Size (No. of Samples) and description of attributes
Note: Chapter should contain min. 10 pages
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
8
CHAPTER 7
RESULT ANALYSIS
7.1 Performance Measures
(Description of performance measures used for analysis s.a Accuracy, Precision,
Recall, Confusion matrix, Error metrics as RMSE and others)
7.2 Result Analysis
(Result analysis should be done with the help of graphs, tables, bar charts or any other
graphical way)
Note:
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
9
CHAPTER 8
CONCLUSION, LIMITATION AND FUTURE SCOPE
8.1 Conclusion
8.2 Limitation
8.3 Future Scope
Note:
** : Title heading can be modified
* : Whichever applicable
Proper citation within chapter (if any)
10
REFERENCES
[1] Abraham, J., F.V. Bracco, and R.D. Reitz (2017) Comparison of Omputed and
Measured Premixed Charge Engine Combustion. Combustion and Flame, Vol. 60, 309 –
322.
[2] Affes, H., N. Trigui., D. Smith, and V. Griaznov (2016) Shape Optimization of IC
Engine Ports and Chambers. SAE Paper No.980127.
[3] Anderson, J.D. (1995) Computational Fluid Dynamics. McGraw Hill, Singapore 1995.
[4] Arcoumanis, C., A.F. Bicen, and J.H. Whitelaw (2015) Measurments in a Motored Four
Stroke Reciprocating Model Engine. Journal of Fluids Engineering, Vol.104.
[5] Arcoumanis, C., J.H. Whitelaw, W. Hentschel, K.P. Schindler (2014) Flow and
Combustion in a Transparent 1.9 Litre Direct Injection Diesel Engine. Proc. Instn. Mech.
Engrs., Vol. 208.
[6] Arcoumanis, C., Z. Hu, and J.H. Whitelaw (2014) Steady Flow Characterization of
Tumble-Generating Four – Valve Cylinder Heads. Proc.Instn. Mech. Engrs. Vol 207.
[7] Babu, S.S., P.I. Haneef, P.A. Lakshminarayanan, P. Deshpande, N. Bhalla, P. Sagar,
and J. Sekar (2005) Two Methods for Improving Torque of a Diesel Engine in the Low
Speed Range. SAE Paper No. 2005-26-001.
[8] Balajimopoulos, A, D.N. Assani, D.L. Floweers, S.M. Aceves, and P. Hessel (2005) A
Fully Coupled Computational Fluid Dynamics and Multi-Zone Model with Detailed
Chemical Kinetics for the Simulation of Premixed Charge Compression Ignition. IMechE. J.
Engine Research, Vol. 6, No. 5.
[9] Barths, H., C. Hasse, and N. Peters (2000) Computational Fluid Dynamics Modeling of
Non-Premixed Combustion in Direct Injection Diesel Engines. Proceedings of the IMechE
Volume 1, Journal of Engine Research.
[10] Baulch, D.L., D.D. Drysdall, D.G. Horne, and A.C. Lloyd (1973) Evaluated
Kinetic
Data for High Temperature Reactions. Butterworth.
[11] Beard, O. C and M. Miche (2003) Improved Modeling of DI Diesel Engines Using
Sub
Grid Description of Spray and Combustion. SAE Paper No. 2003-01-0008.
11
LIST OF PUBLICATIONS
* Reference of Paper published/submitted by you
[I] Abraham, J., F.V. Bracco, and R.D. Reitz (2017) Comparison of Omputed and
Measured Premixed Charge Engine Combustion. Combustion and Flame, Vol. 60, 309 –
322.
[II] Affes, H., N. Trigui., D. Smith, and V. Griaznov (2016) Shape Optimization of
IC Engine Ports and Chambers. SAE Paper No.980127.
12
CONTRIBUTION OF PROJECT
1. Objective and Relevance of Project 250 – 500 words
2. Technical Novelty and Utility 250 – 500 words
3. Expected Outcome/Deliverables
*For VIII Sem it would be Deliverables
250 words
4. Paragraph on following concerns related
to Project
4a. Social Relevance 250 words
4b. Environmental Sustainability 250 words
4c. Ethical, Legal and Cultural Aspect 250 words

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Chapter wise_Project Report Format.doc

  • 1. 1 CHAPTER 1 INTRODUCTION Face recognition is the task of identifying an already detected object as a known or unknown face. Often the problem of face recognition is confused with the problem of face detection Face Recognition on the other hand is to decide if the "face" is someone known, or unknown, using for this purpose a database of faces in order to validate this input face. 1.1 FACE RECOGNIZATION: DIFFERENT APPROACHES OF FACE RECOGNITION: There are two predominant approaches to the face recognition problem: Geometric (feature based) and photometric (view based). As researcher interest in face recognition continued, many different algorithms were developed, three of which have been well studied in face recognition literature. 1.1.1 CFD1 Subsection should mention here….. 1.1.1 CFD2 Subsection should mention here….. 1.2 Motivation and Perspective -------------------------------------------------------------------------------------------------------------- ---------------------------------------------------------------------------------------------------- 1.3 Description of Theoretical concepts ** … Note: Chapter should contain min. 10 pages ** : Title heading can be modified
  • 2. 2 * : Whichever applicable Proper citation within chapter (if any)
  • 3. 3 CHAPTER 2 LITERATURE REVIEW 2.1 Related Literature Review 2.2 …. Note: Chapter should contain min. 10 pages ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 4. 4 CHAPTER 3 PROBLEM FORMULATION 3.1 Description of Problem Domain** (How you are arriving at the problem? Describe with identified research gaps during literature survey) 3.2 Problem Statement (Clear/Crisp) 3.3 Depiction of Problem Statement** (block diagram clearly specifying following with description of each) i) Inputs ii)Output iii) Processes 3.4 Objectives Note: Chapter should contain min. 10 pages ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 5. 5 CHAPTER 4 PROPOSED WORK 4.1 Introduction Brief description of the proposed approach, justify with the help of literature survey (min 3 pages) 4.2 Proposed Methodology/Algorithm Step 1: Step 2: …. 4.3 Description of each step** Depiction of Algorithm with the help of flowchart and give description of all steps Note: ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 6. 6 CHAPTER 5 SYSTEM DESIGN 5.1 Functional Specification of System* (Level 0 and higher level DFDs with description) 5.2 Structural and Dynamic Modeling of System* 5.2.1 Class/Object Diagrams 5.2.2 Use case Diagrams 5.2.3 Interaction Diagrams 5.2.4 State Chart /Activity Diagram 5.2.5 State Chart /Activity Diagram 5.2.6 Component /Deployment Diagram 5.3 Detail Block/ Diagram/ Flowchart* Note: Chapter should contain min. 10 pages ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 7. 7 CHAPTER 6 IMPLEMENTATION 6.1 Experimental Setup 6.1.1 Algorithms/techniques used (Description of algorithms used s.a SVM, Decision Tree, KNN and others) 6.1.2 Software tools used (Description of S/W tools as Python (Numpy, Matplotlib etc) 6.2 Dataset Description 6.2.1 Source of Dataset 6.2.1 Size (No. of Samples) and description of attributes Note: Chapter should contain min. 10 pages ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 8. 8 CHAPTER 7 RESULT ANALYSIS 7.1 Performance Measures (Description of performance measures used for analysis s.a Accuracy, Precision, Recall, Confusion matrix, Error metrics as RMSE and others) 7.2 Result Analysis (Result analysis should be done with the help of graphs, tables, bar charts or any other graphical way) Note: ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 9. 9 CHAPTER 8 CONCLUSION, LIMITATION AND FUTURE SCOPE 8.1 Conclusion 8.2 Limitation 8.3 Future Scope Note: ** : Title heading can be modified * : Whichever applicable Proper citation within chapter (if any)
  • 10. 10 REFERENCES [1] Abraham, J., F.V. Bracco, and R.D. Reitz (2017) Comparison of Omputed and Measured Premixed Charge Engine Combustion. Combustion and Flame, Vol. 60, 309 – 322. [2] Affes, H., N. Trigui., D. Smith, and V. Griaznov (2016) Shape Optimization of IC Engine Ports and Chambers. SAE Paper No.980127. [3] Anderson, J.D. (1995) Computational Fluid Dynamics. McGraw Hill, Singapore 1995. [4] Arcoumanis, C., A.F. Bicen, and J.H. Whitelaw (2015) Measurments in a Motored Four Stroke Reciprocating Model Engine. Journal of Fluids Engineering, Vol.104. [5] Arcoumanis, C., J.H. Whitelaw, W. Hentschel, K.P. Schindler (2014) Flow and Combustion in a Transparent 1.9 Litre Direct Injection Diesel Engine. Proc. Instn. Mech. Engrs., Vol. 208. [6] Arcoumanis, C., Z. Hu, and J.H. Whitelaw (2014) Steady Flow Characterization of Tumble-Generating Four – Valve Cylinder Heads. Proc.Instn. Mech. Engrs. Vol 207. [7] Babu, S.S., P.I. Haneef, P.A. Lakshminarayanan, P. Deshpande, N. Bhalla, P. Sagar, and J. Sekar (2005) Two Methods for Improving Torque of a Diesel Engine in the Low Speed Range. SAE Paper No. 2005-26-001. [8] Balajimopoulos, A, D.N. Assani, D.L. Floweers, S.M. Aceves, and P. Hessel (2005) A Fully Coupled Computational Fluid Dynamics and Multi-Zone Model with Detailed Chemical Kinetics for the Simulation of Premixed Charge Compression Ignition. IMechE. J. Engine Research, Vol. 6, No. 5. [9] Barths, H., C. Hasse, and N. Peters (2000) Computational Fluid Dynamics Modeling of Non-Premixed Combustion in Direct Injection Diesel Engines. Proceedings of the IMechE Volume 1, Journal of Engine Research. [10] Baulch, D.L., D.D. Drysdall, D.G. Horne, and A.C. Lloyd (1973) Evaluated Kinetic Data for High Temperature Reactions. Butterworth. [11] Beard, O. C and M. Miche (2003) Improved Modeling of DI Diesel Engines Using Sub Grid Description of Spray and Combustion. SAE Paper No. 2003-01-0008.
  • 11. 11 LIST OF PUBLICATIONS * Reference of Paper published/submitted by you [I] Abraham, J., F.V. Bracco, and R.D. Reitz (2017) Comparison of Omputed and Measured Premixed Charge Engine Combustion. Combustion and Flame, Vol. 60, 309 – 322. [II] Affes, H., N. Trigui., D. Smith, and V. Griaznov (2016) Shape Optimization of IC Engine Ports and Chambers. SAE Paper No.980127.
  • 12. 12 CONTRIBUTION OF PROJECT 1. Objective and Relevance of Project 250 – 500 words 2. Technical Novelty and Utility 250 – 500 words 3. Expected Outcome/Deliverables *For VIII Sem it would be Deliverables 250 words 4. Paragraph on following concerns related to Project 4a. Social Relevance 250 words 4b. Environmental Sustainability 250 words 4c. Ethical, Legal and Cultural Aspect 250 words