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"Data Augmentation for Small Sample Iris Image Based on a Modified Spar" by Qi Xiong, Xinman Zhang et al.

Training convolutional neural networks (CNN) often require a large amount of data. However, for some biometric data, such as fingerprints and iris, it is often difficult to obtain a large amount of data due to privacy issues. Therefore, training the CNN model often suffers from specific problems, such as overfitting, low accuracy, poor generalization ability, etc. To solve them, we propose a novel image augmentation algorithm for small sample iris image in this article. It is based on a modified...
Equal Error Rate Data Augmentation Iris Images Small Sample Parrow Search Algorithm Swarm Intelligence
Source: uow.edu.au

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