虹膜识别论文3:DeepIrisNet:IEEE 2016 学习心得 RECOGNITION深度虹膜表示在虹膜识别和交叉传感器虹膜识别中的应用AbhishekGangwar2016年ICIP ABSTRACT 尽管虹膜识别技术取得了重大进展,但大规模和非理想...强基线,并能很好地推广到新的数据集。我们还证明了我们的模型对交叉传感器识别和常见的分割和转换变化是鲁棒的。然后...
We first, introduce a deep learning based framework named as DeepIrisNet2 for visible spectrum and NIR Iris representation. The framework can work without classical iris normalization step or very accurate iris segmentation; allowing to work under non-ideal situation. The framework contains spatial tr...
Iris recognition is a crucial part of our lives today. It facilitates secured access to a system while accessing sensitive areas. With the advent of deep learning, this task has been revolutionized to handle splurge of data with minimum human intervention. The existing work in this context ...
In this paper, we propose a deep learning perspective to solve two of these attacks鈥攔eplay attack and database attack simultaneously. The proposed architecture HsIrisNet, a convolutional neural network (CNN), is trained and tested on two publicly available databases Casia-Iris-Interval v4 DB ...