Fingerprint recognition using matlab

• <p> </p><p>Acknowledgement – – – .. &nbsp;2 </p><p>

Chapter ONE

INTRODUCTION

• &nbsp; – – – – &nbsp;6 </p><p><b>
• 1.1INTRODUCTION &nbsp; – – . &nbsp;7 </b></p><p>
• 1.2Biometrics &nbsp; – – – – &nbsp;8 </p><p>
• 1.3Biometrics Authentication Techniques &nbsp; – . &nbsp;8 </p><p>
• 1.4How Biometric Technologies Work &nbsp; – – . &nbsp;8 </p><p>1.
• 4.1Enrollment &nbsp; – – .. &nbsp;9 </p><p>1.
• 4.2Verification &nbsp; – – – – .. &nbsp;10 </p><p>1.
• 4.3Identification &nbsp; – – – – .. &nbsp;10 </p><p>1.
• 4.4Matches Are Based on Threshold Settings &nbsp; – .. &nbsp;11 </p><p>
• 1.5Leading Biometric Technologies &nbsp; – – – &nbsp;12 </p><p>
• 1.6Fingerprints as a Biometric &nbsp; – – – – .. &nbsp;13 </p><p>1.
• 6.1Fingerprint Representation &nbsp; – – – . &nbsp;14 </p><p>1.
• 6.2Minutiae &nbsp; – – – &nbsp;14 </p><p><b>

Chapter TWO

LITERATURE REVIEW

• </b>&nbsp;Motivation for the project &nbsp; – – &nbsp;16 </p><p>
• 2.1Problem Definition &nbsp; – – – – &nbsp;17 </p><p>
• 2.2Motivation for the Project &nbsp; – – &nbsp;18 </p><p>
• 2.3About the Project &nbsp; – – – – .. &nbsp;18 </p><p><b>

Chapter THREE

SYSTEM DESIGN AND IMPLEMENTATION

• </b>System design – – . &nbsp;20 </p><p>
• 2.1System Level Design &nbsp; – – – . &nbsp;21 </p><p>
• 2.2Algorithm Level Design &nbsp; – – .. &nbsp;22 </p><p><b>

Chapter FOUR

SYSTEM TESTING AND EVALUATION

• </b>&nbsp;Fingerprint image preprocessing &nbsp; – – – . &nbsp;24 </p><p>
• 4.1Fingerprint Image Enhancement – – .. &nbsp;25 </p><p>4.
• 1.1Histogram Equalization: &nbsp; – – – – &nbsp;26 </p><p>4.
• 1.2Fingerprint Enhancement by Fourier Transform &nbsp; – – .. &nbsp;28 </p><p>
• 4.2Fingerprint Image Binarization &nbsp; – – – .. &nbsp;30 </p><p>
• 4.3Fingerprint Image Segmentation (orientation flow estimate) – – – – .. &nbsp;32 </p><p>4.
• 3.1Block direction estimation – – – .. &nbsp;32 </p><p>3.
• 3.2ROI extraction by Morphological operation – .. &nbsp;34 </p><p><b>

Chapter FIVE

SUMMARY, CONCLUSION AND RECOMMENDATIONS

• </b>Minutiae extraction &nbsp; – – – – . &nbsp;36 </p><p>
• 5.1Fingerprint Ridge Thinning – – – – .. &nbsp;37 </p><p>
• 5.2Minutia Marking &nbsp; – – – – &nbsp;39 </p><p><b>Chapter six: </b>Minutiae post-processing &nbsp; – – – &nbsp;42 </p><p>False Minutia Removal &nbsp; – – – .. &nbsp;43 </p><p><b>Chapter seven: </b>Minutiae match &nbsp; – – . &nbsp;46 </p><p>
• 6.1Alignment Stage – – – – &nbsp;48 </p><p>
• 6.2Match Stage &nbsp; – – – . &nbsp;50 </p><p><b>Chapter eight:</b>&nbsp;System evaluation and conclusion &nbsp; – – &nbsp;51 </p><p>
• 8.1Evaluation of the system – – .. &nbsp;52 </p><p>
• 8.2Conclusion &nbsp; – – – . &nbsp;54 </p><p><b>Appendix – – – &nbsp;55 </b></p><p><b>REFERENCES – – – – . &nbsp;74</b></p> <br><p></p>