A deep learning approach towards pore extraction for high-resolution fingerprint recognition.
Hong-Ren SuKuang-Yu ChenWei Jing WongShang-Hong LaiPublished in: ICASSP (2017)
Keyphrases
- deep learning
- fingerprint recognition
- high resolution
- personal identification
- low resolution
- unsupervised learning
- machine learning
- fingerprint matching
- weakly supervised
- fingerprint images
- super resolution
- image processing
- automatic extraction
- mental models
- high quality
- information extraction
- multiscale
- extracting features
- recognition algorithm
- gabor filters
- object class
- iris recognition
- hough transform
- co occurrence
- singular points
- training data