NoahHines / CSE491-Proj1

A Biometrics project for 491.

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Biometrics Project 1

This is project 1 for CSE491 Biometrics. This program was written in python and can be executed using the command python [filename].

Evaluate scores

Execute python evaluateScores.py to run the score evaluation code.

Expected output

Finger
------------------
Minimum score: 0
Maximum score: 966


Scores for: Genuine Finger
Mean: 157.0
Variance: 42750.0


Scores for: Imposter Finger
Mean: 7.0
Variance: 91.0


D-Prime: 1.02488811537


------------------


FMR: 0.0422222222222
FNMR: 0.0933333333333

Hand
------------------
Minimum score: 0
Maximum score: 626


Scores for: Genuine Hand
Mean: 97.0
Variance: 6420.0


Scores for: Imposter Hand
Mean: 144.0
Variance: 6925.0


D-Prime: 0.575378416538


------------------


FMR: 0.00444444444444
FNMR: 0.448888888889

Render graphs

Execute python render.py to render the histograms and ROC curves for the finger and face matcher. The graphs will be displayed one at a time and are labeled to make grading easier.

Expected output

Finger Score Distribution

Finger Score Distribution

Finger Score Distribution

Finger Score Distribution

About

A Biometrics project for 491.


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Language:Python 100.0%