A multi-task fully deep convolutional neural network for contactless fingerprint minutiae extraction.
Zhao ZhangShuxin LiuManhua LiuPublished in: Pattern Recognit. (2021)
Keyphrases
- minutiae extraction
- multi task
- convolutional neural network
- image enhancement
- fingerprint recognition
- multi task learning
- fingerprint images
- learning tasks
- fingerprint matching
- face detection
- endpoints
- fingerprint verification
- fingerprint identification
- multi class
- feature selection
- learning problems
- transfer learning
- personal identification
- palmprint
- poor quality
- low quality
- face recognition
- neural network
- matching algorithm
- image classification
- kernel methods
- edge detection
- image analysis
- high quality
- image processing