Deep learning architecture for iris recognition based on optimal Gabor filters and deep belief network.
Fei HeYe HanHan WangJinchao JiYuanning LiuZhiqiang MaPublished in: J. Electronic Imaging (2017)
Keyphrases
- deep learning
- gabor filters
- iris recognition
- deep belief networks
- gabor wavelets
- feature extraction
- restricted boltzmann machine
- unsupervised learning
- texture analysis
- texture features
- personal identification
- feature vectors
- mental models
- recognition algorithm
- palmprint
- pattern recognition
- machine learning
- biometric systems
- sparse coding
- dimensionality reduction
- weakly supervised
- object recognition
- high dimensional
- multiscale
- text mining
- object detection
- image retrieval