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About Deepiris: Iris Recognition Using A Deep Learning Approach
This document discusses using a deep learning approach for iris recognition. Specifically, it proposes using a residual convolutional neural network (ResNet) that is pre-trained on a large dataset and then fine-tuned on iris images. The ResNet model is able to jointly learn features and perform recognition from iris images with only a few training samples per class. It also presents a visualization technique to identify important areas of iris images that most impact recognition results.
Detailed Information
| Author: | ['bsudheertec'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 4 |
| Language: | English |
| Format: | |
| Price: | FREE |
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