Download to read offline
Uploaded byInternational Center for Biometric Research
IT 54500 overview
This course provides an overview of biometric technology as it relates to security, access control, and authentication. It examines basic biometric terminology and various biometric modalities such as fingerprint, face, and iris recognition. Students will learn about biometric data evaluation and interpretation, standards, integration, and challenges. The course is divided into fundamental, modality, integration, and research building blocks to cover topics like identification, matching, fusion, standards, and interoperability.
More Related Content
More from International Center for Biometric Research
IT 54500 overview
- 1. EXAMPLE CLASS –IT 54500
- 2. COURSE OVERVIEW •This course examines biometric technology as it relates to security, access control, and the authentication of individuals.
- 3. • Introduction tobiometrics, examining basic terminology • Understanding of biometric modalities, potential uses, concentrating on the applied nature, to enable business practitioners to understand how biometric modalities work • Evaluation and analysis of biometric data, and interpretation of data • Critiquing media on biometrics, and understanding misconceptions for integration • Conducting analysis, answering challenges • Understand the role of biometric standards • Recall the main biometric vendors and understand the state of the art products LEARNING OBJECTIVES
- 4. COURSE LAYOUT •Maincourse activities •Class project • Individual project •Dissemination
- 5. BUILDING BLOCKS •Eachcourse is divided up into building blocks, including • Fundamentals • Modalities • Integration • Research
- 6. FUNDAMENTAL BUILDING BLOCKS • Overview of the historical events • Identification • General Biometric Model • Decision Making, Identification and Verification • Seven biometric attributes • Ten system attributes • Biometric integration • Biometric matching errors • Introduction to performance
- 7. MODALITIES BUILDING BLOCKS •Four module blocks that cover fingerprint, face, iris, and others
- 8. FINGERPRINT RECOGNITION •Introduction to fingerprint recognition, including the formation of fingerprints, skin anatomy, Henry classifications, and global and local features • Historical players and key events • Feature recognition and extraction • Sensors • Deployments
- 9. IRIS RECOGNITION •Structure of the eye •Deployments • Enrollment challenges •Components of the eye • Acquisition technology • Image quality
- 10. FACE RECOGNITION •History •General concepts • Feature extraction •Performance • Acquisition
- 11. OTHER BIOMETRIC MODALITIES • Corneal topography • Ear recognition • Retina recognition • Dynamic signature verification • Dynamic signature forgery • Hand geometry • Vein sensors
- 12. INTEGRATION BUILDING BLOCKS •Four modules that provide an overview to accessing and integrating biometrics
- 13. BIOMETRIC MATCHING BASICS • Enrollment • Genuine and impostor distributions • Score histograms • Threshold • ROC and DET • Calculation of EER • Interpretation of performance reports
- 14. HUMAN BIOMETRIC SENSOR INTERACTION • Historical context • Basic definitions •Token HBSI • False claim HBSI • Attack presentation HBSI
- 15. BIOMETRIC FUSION •Overviewof biometric fusion • Multi-sensor biometric fusion • Multi-algorithm biometric fusion • Multi-instance biometric fusion • Multi-sample biometric fusion
- 16. BIOMETRIC STANDARDS •Introduction to standards •Importance of standards •ISO/IEC • Standardization activity in biometrics
- 17. DESIGNING AND CONDUCTINGA TEST •Basic concepts •Developing a test protocol •Test administrator error •Design errors • Best practices
- 18. WRITING A TESTREPORT •Components of a test report • Interpreting a test report
- 19. INTEROPERABILITY • Sensorinteroperability • Benefits of interoperability •Fingerprint interoperability – research use case
- 20. RESEARCH • Opportunitiesfor individual research projects
- 21. ANSWERING RESEARCH CHALLENGES •Working through research challenges
- 22. EXAMPLES INCLUDE: PERFORMANCEAND ZOO METHODOLOGY •Zoo menagerie • Zoo plots •Zoo and force level research
- 23. COURSE AVAILABILITY •Availableonline, on-demand, and on the West Lafayette, IN campus •Offered fall / spring semesters • 3 credit hours