Improving Fingerprint Classification Accuracy Using Image Enhancement Deep Learning Models.
Nikita DalviMin Kyung AnAbm Rezbaul IslamVung PhamPublished in: BigData (2023)
Keyphrases
- image enhancement
- learning models
- classification accuracy
- minutiae extraction
- fingerprint images
- machine learning
- image processing
- loss function
- image analysis
- semi supervised learning
- learning algorithm
- machine learning algorithms
- fingerprint identification
- histogram equalization
- contrast enhancement
- learning tasks
- classification models
- feature selection
- conditional random fields
- training data
- transfer function
- learning problems
- edge detection
- support vector
- fingerprint recognition
- image contrast enhancement
- neural network
- feature set
- image features
- feature subset
- semi supervised
- decision trees
- active learning
- feature space
- image segmentation