First semester of 2018

2nd Practical Activity - Iris Recognition

0. Download the databases
   • CASIA-IrisV4 Interval
   • CASIA-Iris-Lamp (v4) database .
   • Implement a code to load the databases [code/interface]
1. 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
2. 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)
3. Compute metrics: - FAR/FRR (DET curve) and EER for Iris verification using Hamming distance - Accuracy for Iris identification using SVM and KNN
4. Fusion of score / Multiple signatures (future works)

Evaluation

Send by email the generated codes until the begining of the next theorectical class