Deep learning architecture for iris recognition based on optimal Gabor filters and deep belief network

@article{He2017DeepLA,
  title={Deep learning architecture for iris recognition based on optimal Gabor filters and deep belief network},
  author={Fei He and Ye Han and Han Wang and Jinchao Ji and Yuanning Liu and Zhiqiang Ma},
  journal={J. Electronic Imaging},
  year={2017},
  volume={26},
  pages={23005}
}
Gabor filters are widely utilized to detect iris texture information in several state-of-the-art iris recognition systems. However, the proper Gabor kernels and the generative pattern of iris Gabor features need to be predetermined in application. The traditional empirical Gabor filters and shallow iris encoding ways are incapable of dealing with such… CONTINUE READING