Biometric Course Overview - Purdue ICBR

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Biometric Course Overview - Purdue ICBR

  1. 1. BIOMETRIC COURSES AT PURDUE OFFERED ONLINE AND ON CAMPUS
  2. 2. PRESENTATION OVERVIEW • Graduate course structure • Class overview • MS online degree information • Badge-powered learning • Advanced learning management tools
  3. 3. GRADUATE COURSES Biometric Technology and Applications Information & Communications Technologies Standards Biometric Technology, Test Design, Performance and Evaluation Automatic Identification and Data Capture for the Enterprise Biometric Performance and Usability Analysis Biometric System Interoperability Fingerprint Performance and Usability
  4. 4. IT 54500 BIOMETRIC TECHNOLOGY AND APPLICATIONS
  5. 5. BIOMETRIC TECHNOLOGY AND APPLICATIONS • Examines biometrics technology as it relates to security, access control, and the authentication of individuals • The course will examine biometric technologies including: • Iris, face, finger, hand geometry, dynamic signature verification, skin print analysis, and voice recognition
  6. 6. BIOMETRIC TECHNOLOGY AND APPLICATIONS • Students select the in-depth knowledge in biometric modalities of their choice • Replicate research • Work in teams • Publish papers and presentations
  7. 7. BIOMETRIC TECHNOLOGY AND APPLICATIONS • Serves as a gateway course to the other biometric courses • Uses Jetpack for course material • Downloadable videos, presentations, papers, and lectures • Uses Hotseat for online course discussions
  8. 8. AUTOMATIC IDENTIFICATION FOR THE ENTERPRISE • The course provides a basic understanding of automatic identification and data capture technologies and concepts with regard to how their deployment affects business and industry • Biometrics are part of Automatic Identification and Data Capture (AIDC) technologies
  9. 9. AUTOMATIC IDENTIFICATION FOR THE ENTERPRISE • Technologies include: • Barcodes • Biometrics • RFID • Card technologies
  10. 10. ICT STANDARDS • 1 credit course • Repeatable 3 times • Follows work in INCITS M1 and ISO/IEC JTC 1 SC37 • Provides opportunities for students to provide technical comments • Closely linked to biometric standards work
  11. 11. IT 53000 BIOMETRIC TECHNOLOGY TEST DESIGN, PERFORMANCE, AND EVALUATION
  12. 12. BIOMETRIC TECHNOLOGY TEST DESIGN, PERFORMANCE, AND EVALUATION • An introduction of methods of designing biometric testing, performance, and evaluation analyses • Methods of evaluating fingerprint, face, iris, and voice recognition data is explored using ROC curves, CMC, Rank statistics, and DET curves • Examines testing requirements from submission of IRB documents to the final analysis • Includes a component of comparative analysis within modalities
  13. 13. IT 54000 BIOMETRIC PERFORMANCE AND USABILITY ANALYSIS
  14. 14. • • • BIOMETRIC PERFORMANCE AND USABILITY ANALYSIS An introduction of test methodologies from disciplines outside of biometrics, which include: • • • • Usability Ergonomics Human factors Human-computer interaction Demonstrate how biometric data analysis can benefit from understanding how humans interact with biometric sensors during the testing and evaluation of biometric systems Explores test methods, case studies, and prior biometric testing reports in order to develop a test methodology that includes information on how users interact with biometric systems
  15. 15. IT 65700 FINGERPRINT PERFORMANCE AND USABILITY
  16. 16. FINGERPRINT PERFORMANCE AND USABILITY • Covers topics of fingerprint capture, fingerprint feature extraction, fingerprint matching, and attacks on fingerprint systems • Requires analysis of real fingerprint data and the integration of fingerprint recognition in existing infrastructures • Development of a fingerprint recognition system is required
  17. 17. IT 65800 BIOMETRIC SYSTEMS INTEROPERABILITY: APPLICATIONS AND CHALLENGES
  18. 18. BIOMETRIC SYSTEMS INTEROPERABILITY: APPLICATIONS AND CHALLENGES • Provides a technology neutral approach to the discussion of biometric system interoperability • Examines the issues of biometric sub-systems of different biometric modalities and sub-systems of the general biometric model • Students will be able to critically evaluate the impact of interoperability of sub-systems on the performance of the entire system
  19. 19. BIOMETRIC POLICY, LAW, & ETHICS • Review and analyze policies, laws, and ethical behavior regulations of biometric technologies
  20. 20. BUSINESS AND BIOMETRICS • This course is an introduction to how biometric technologies are used in business and industrial environments • Case studies • Successful and unsuccessful biometrics companies • Guest lectures from experts in the field including: • Technical experts • Companies being launched via VC • Small stable companies discussing issues of growth
  21. 21. MS ONLINE IN BIOMETRICS
  22. 22. MS ONLINE • 33 credit hours • 100% online • Taught using latest academic learning technologies • Study at your own pace
  23. 23. MS ONLINE PLAN OF STUDY • Semester 1: • TECH 621 AIDC for the Enterprise • Portfolio Development • STAT 501 or equivalent
  24. 24. MS ONLINE PLAN OF STUDY • Semester 2: • Biometric Technology and Applications • Portfolio Development • STAT 502 or equivalent • Concentration Selective
  25. 25. MS ONLINE PLAN OF STUDY • Semester 3: • Project Management • Portfolio Development • Biometric Performance and Usability • Info Sec Concepts
  26. 26. MS ONLINE PLAN OF STUDY • Semester 4: • Biometric Policy, Law and Ethics • Portfolio Development • Business and Biometrics • Concentration Selectives
  27. 27. MS ONLINE – CONCENTRATION SELECTIVES – HUMAN FACTORS • Human Factors • If you want to spend more time working on human factors area, you can take this area as a selective • Human Factors in Engineering • Topics in Industrial Engineering
  28. 28. MS ONLINE – CONCENTRATION SELECTIVES – STATISTICS • Statistics • If you want to spend more time working on statistics, you can take this area as a selective • Applied Regression Analysis • Statistical Quality Control • Design of Experiments • Sampling and Survey Techniques
  29. 29. SHOW WHAT YOU KNOW THROUGH BADGES
  30. 30. BADGE-POWERED FLEXIBLE LEARNING • Passport guides students through tasks by providing a framework to submit documents, share links, complete quizzes, or gather approvals
  31. 31. BADGE-POWERED FLEXIBLE LEARNING • Biometrics • This badge covers a broad understanding of multiple biometric modalities. Students will need to prove an understanding of an introduction to biometrics, fingerprint recognition, iris recognition, hand geometry, signature recognition, voice recognition, and standards
  32. 32. BADGE-POWERED FLEXIBLE LEARNING • Fingerprint • This badge covers an in-depth understanding of the biometric modality of fingerprint recognition. Students will need to replicate a fingerprint recognition study and create further advancements in the field
  33. 33. BADGE-POWERED FLEXIBLE LEARNING • Iris • This badge covers an in-depth understanding of the biometric modality of iris recognition. Students will need to replicate an iris recognition study and create further advancements in the field
  34. 34. BADGE-POWERED FLEXIBLE LEARNING • Face • This badge covers an in-depth understanding of the biometric modality of face recognition. Students will need to replicate a face recognition study and create further advancements in the field
  35. 35. BADGE-POWERED FLEXIBLE LEARNING • Performance • This badge covers an in-depth understanding of the performance of biometric matching. Students will need to show proficiency with our matching software and perform an analysis of performance metrics such as similarity scores or zoo stability
  36. 36. BADGE-POWERED FLEXIBLE LEARNING • Advanced Biometrics • This badge covers an in-depth understanding of multiple biometric modalities. Students will need to take part in additional research at the International Center for Biometric Research and publish a paper or present at a technological conference
  37. 37. ADVANCED LEARNING TOOLS TO KEEP YOU ON TRACK, ENGAGED, AND SUCCESSFUL • Uses advanced learning management tools • Blackboard • Jetpack • Passport • Hotseat • Signals
  38. 38. APPLICATION • For badges, please go to icbrpurdue.org • For non-degree courses, please click on the Non-Degree Registration Form • For MS online, please go to www.tech.purdue.edu/prostar • For on-campus students, please go to icbrpurdue.org/oncampus
  39. 39. TEST DRIVE THE JETPACK • If you would like to test drive the Jetpack, please download the app here
  40. 40. OTHER PRESENTATIONS • ICBR Lab Overview • ICBR Lab Research Agenda • ICBR Lab Research Presentation Library

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