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robust face recognition
Chapter 1: INTRODUCTION1
Background1
Face Detection Obstacles2
Face Detection Approaches3
FD Feature-Based Approach4
Image-Based Approach7
Skin Color Segmentation8
Face Recognition Applications8
Face Recognition: Structure and Procedure9
Face Detection9
Feature Extraction9
Face Recognition10
Research Overview11
Motivation11
Objectives12
Methodology12
Contributions.13
Organization13
Chapter 2: RELATED WORK15
Overview15
Face Detection Approaches15
Feature-Based Methods15
Appearance-Based Methods17
Face Recognition Approaches17
Face Recognition From Intensity Images18
Dimension Reduction Approaches19
Linear projection methods21
Non-Linear projection methods22
Chapter 3: BACKGROUND25
Overview25
Face Recognition Approaches26
Eigenface and Principal Component Analysis26
Fisherface and Linear Discriminant Analysis29
Face Detection Approaches33
Template Matching By Cross-Correlation33
Chapter 4: THE PROPOSED FACE DETECTION TECHNIQUE35
Overview35
Learning Skin Color Model Parameters35
Proposed Skin Segmentation38
Image Filtering38
Profile Or Non-profile Face Judging44
Face Feature Searching44
Feature-Based Approach45
The Proposed Feature-Based FD Algorithm55
Template Matching Technique56
Proposed Template Matching Approach57
Used Face Recognition Technique61
Proposed Face Recognition Pre-Processing Steps62
Chapter 5: RESULTS AND DISCUSSION63
Introduction63
Face Databases63
Face Detection64
Segmentation Process65
Proposed Face Detection Algorithm Evaluation Results68
Case Of Failure70
Face Recognition72
Face Conditions72
Training73
Testing.74
Chapter 6: CONCLUSION78
Summary and Conclusion Remarks78
Recommendations and Future Work79
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