CI396 / CI852 - Topics in Computer Vision
First semester of 2018
2nd Practical Activity - Iris Recognition
Download the databases
CASIA-IrisV4 Interval
CASIA-Iris-Lamp (v4) database
.
Implement a code to load the databases [
code
/
interface
]
Implement a function to segment and normalize iris region for:
CASIA-IrisV4 Interval
CASIA-Iris-Lamp (v4) database
.
For the UBIRIS database, the mask and normalized images are provided
Compute features: - Binary Zero crossing Wavelet for Iris verification - Local Binary Patterns (LBP) for Iris identification - Gabor 2D Wavelets (extra points) - Laplacian of Gaussian (extra points)
Compute metrics: - FAR/FRR (DET curve) and EER for Iris verification using Hamming distance - Accuracy for Iris identification using SVM and KNN
Fusion of score / Multiple signatures (future works)
Evaluation
Send by email the generated codes until the begining of the next theorectical class