Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?
Aidan BoydAdam CzajkaKevin W. BowyerPublished in: BTAS (2019)
Keyphrases
- iris recognition
- feature extraction
- deep learning
- fine tune
- iris images
- machine learning
- log gabor filters
- iris localization
- fine tuning
- probabilistic model
- image processing
- neural network
- image classification
- model selection
- support vector machine svm
- gabor wavelets
- artificial neural networks
- object recognition
- face recognition
- image segmentation