Design Of Multiple Enrollment Based Fingerprint Recognition Systems

TABLE OF CONTENTS 1.0 INTRODUCTION ................................................................................................................................. 1 1.1 Background ........................................................................................................................................ 1 1.2 Statement of the Problem ................................................................................................................... 4 1.3 Research Questions ............................................................................................................................ 4 1.4 Purpose of the Study .......................................................................................................................... 5 1.5 Specific Objectives ............................................................................................................................ 6 1.6 Conceptual Framework ...................................................................................................................... 6 1.7 Risk Assessment ................................................................................................................................ 9 1.8 Significance of the study (Benefits) ................................................................................................. 10 2.0 LITERATURE REVIEW .................................................................................................................... 12 2.1 Introduction ..................................................................................................................................... 12 2.2 Related Work ................................................................................................................................... 15 2.3 Research Gap ................................................................................................................................... 20 2.4 Proposed Possible Solution .............................................................................................................. 21 3.0 METHODOLOGY .............................................................................................................................. 22 3.1 Introduction ..................................................................................................................................... 22 3.1.1 The Design Science approach ................................................................................................... 22 3.2 Study Population and sample size determination ............................................................................. 24 3.2.1 Fingerprint Database Identification .......................................................................................... 24 3.3 Research Design .............................................................................................................................. 25 3.3.1 Approach Design and Implementation ..................................................................................... 26 3.4 Data Analysis ................................................................................................................................... 27 3.5 Performance Metrics and Comparisons ........................................................................................... 27 3.6 Testing Strategy ............................................................................................................................... 28 3.7 Reporting ......................................................................................................................................... 28 4.0 REFERENCES .................................................................................................................................... 29 APENDICES ............................................................................................................................................. 33 5.1 Appendix 1: Work plan and Timeframe .......................................................................................... 33 5.2 Appendix 2: Budget ......................................................................................................................... 35