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Lectures 1-5

Lecture 1

2009-10-28

An overview of topics related to computational forensics.

Lecture 2

2009-11-04

Discussion of HW1.  Commercial uses of face recognition technologies. Simple ways of circumventing face recognition technology.  Kinds of face recognition, and performance parameters.

Lecture 3

2009-11-11

Sources of variability.  Human face recognition and its properties.   Feature-based face recognition.  Eigenfaces.  Face image databases for training and evaluation.

Readings:

Lecture 4

2009-11-18

Errors in biometric systems. ROC curves.  Risk and loss.  Training and test sets.  Overtraining.  Design example: face recognition system.

Readings

Lecture 5

2009-11-25

Fingerprint recognition systems: sensors, preprocessing, matching algorithms.
  • Hand-based Biometrics View
Readings:

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Thomas M. Breuel,
Nov 10, 2009, 9:32 PM
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02-forid.pdf
(1661k)
Thomas M. Breuel,
Nov 10, 2009, 9:33 PM
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03-forid.pdf
(1981k)
Thomas M. Breuel,
Nov 10, 2009, 9:33 PM
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04-forid.pdf
(1181k)
Thomas M. Breuel,
Nov 24, 2009, 9:56 PM
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05-forid.pdf
(5550k)
Thomas M. Breuel,
Dec 3, 2009, 3:47 PM
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Thomas M. Breuel,
Nov 10, 2009, 9:31 PM
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Thomas M. Breuel,
Nov 24, 2009, 9:52 PM
Ċ
Thomas M. Breuel,
Nov 24, 2009, 9:52 PM
Ċ
Thomas M. Breuel,
Nov 10, 2009, 9:28 PM
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det.pdf
(119k)
Thomas M. Breuel,
Nov 24, 2009, 11:12 PM
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Thomas M. Breuel,
Nov 24, 2009, 9:52 PM
Ċ
Thomas M. Breuel,
Nov 10, 2009, 9:28 PM
Ċ
Thomas M. Breuel,
Nov 10, 2009, 9:29 PM
Ċ
Thomas M. Breuel,
Nov 10, 2009, 9:28 PM
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