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Fusion of face recognition algorithms

Fusion of face recognition algorithms. Università degli Studi di Cagliari Dipartimento di Ingegneria Elettrica ed Elettronica Pattern Recognition and Applications group. Enhanced Fisher Linear Discriminant algorithm Acceptance threshold at EER: 78.82. 81.51. Accepted. Multiple KL algorithm

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Fusion of face recognition algorithms

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  1. Fusion of face recognition algorithms Università degli Studi di Cagliari Dipartimento di Ingegneria Elettrica ed Elettronica Pattern Recognition and Applications group

  2. Enhanced Fisher Linear Discriminant algorithm Acceptance threshold at EER: 78.82 81.51 Accepted Multiple KL algorithm Acceptance threshold at EER: 49.54 52.73 Accepted Genuine user Non Linear KL algorithm Acceptance threshold at EER: 55.13 Wrongly Rejected 51.66 Limits in using individual face authentication systems Score

  3. Enhanced Fisher Linear Discriminant algorithm Acceptance threshold at EER: 78.82 Wrongly Accepted 79.06 Multiple KL algorithm Acceptance threshold at EER: 49.54 31.28 Rejected Impostor access trial as: Non Linear KL algorithm Acceptance threshold at EER: 55.13 52.08 Rejected Limits in using individual face authentication systems Score

  4. Enhanced Fisher Linear Discriminant algorithm Acceptance threshold at EER: 78.82 92.77 Accepted Multiple KL algorithm Acceptance threshold at EER: 49.54 44.38 Accepted Genuine user Non Linear KL algorithm Acceptance threshold at EER: 55.13 Wrongly Rejected 99.29 Limits in using individual face authentication systems Score

  5. Enhanced Fisher Linear Discriminant algorithm Acceptance threshold at EER: 78.82 Wrongly Accepted Wrongly Accepted 79.69 Multiple KL algorithm Acceptance threshold at EER: 49.54 17.27 Rejected Impostor access trial as: Non Linear KL algorithm Acceptance threshold at EER: 55.13 55.15 Limits in using individual face authentication systems Score

  6. Enhanced Fisher Linear Discriminant algorithm Score: 81.51 Accepted FUSION by the product of the individual Scores Acceptance threshold at EER: 81.67 Multiple KL algorithm Score: 52.73 Accepted 87.02 Genuine user Non Linear KL algorithm Score: 51.66 Wrongly rejected Advantages in combining multiple face authentication systems Final Score Accepted

  7. Enhanced Fisher Linear Discriminant algorithm Score: 79.06 Wrongly accepted FUSION by the product of the individual Scores Acceptance threshold at EER: 81.67 Multiple KL algorithm Score: 31.28 Rejected 65.14 Impostor access trial as: Non Linear KL algorithm Score: 52.08 Rejected Advantages in combining multiple face authentication systems Final Score REJECTED

  8. Enhanced Fisher Linear Discriminant algorithm Score: 92.77 Accepted FUSION by the product of the individual Scores Acceptance threshold at EER: 81.67 Mulitple KL algorithm Score: 44.38 Wrongly rejected 99.29 Genuine user Non Linear KL algorithm Score: 99.29 Accepted Advantages in combining multiple face authentication systems Final Score Accepted

  9. Enhanced Fisher Linear Discriminant algorithm Score: 79.69 Wrongly accepted FUSION by the product of the individual Scores Acceptance threshold at EER: 81.67 Multiple KL algorithm Score: 17.27 Rejected 50.19 Impostor access trial as: Non Linear KL algorithm Score: 55.15Wrongly accepted Advantages in combining multiple face authentication systems Final Score REJECTED

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