This is an implementation of ISUR using keras. (https://ieeexplore.ieee.org/abstract/document/9721475)
images and masks:
Put images and maks in dataset/images and dataset/masks
image size: 256*256
annotations:
CASIA IRIS distance
train: https://github.com/vilibili/ISUR/blob/main/dataset/CASIA-iris-distance_detection_train.txt
validation: https://github.com/vilibili/ISUR/blob/main/dataset/CASIA-iris-distance_detection_val.txt
UBIRIS
train: https://github.com/vilibili/ISUR/blob/main/dataset/UBIRIS_detection_train.txt
validation: https://github.com/vilibili/ISUR/blob/main/dataset/UBIRIS_detection_val.txt
please cite our paper in your paper if you use annotations or code.
A. Khaki, A. Aghagolzadeh and B. R. Cami, "ISUR: Iris Segmentation based on UNet and ResNet," 2021 11th International Conference on Computer Engineering and Knowledge (ICCKE), Mashhad, Iran, Islamic Republic of, 2021, pp. 1-7, doi: 10.1109/ICCKE54056.2021.9721475.
I will be happy to help you. Please feel free to contact me.