Estimation of Fingerprint Orientation field by utilizing Prior Knowledge and Self-Organizing Map.
Sri Suwarno SubanarAgus HarjokoSri HartatiPublished in: J. Comput. Sci. (2014)
Keyphrases
- self organizing maps
- orientation field
- fingerprint orientation
- fingerprint recognition
- fingerprint images
- orientation estimation
- singular points
- fingerprint identification
- neural network
- fingerprint matching
- palmprint
- unsupervised learning
- k means
- som neural network
- personal identification
- growing self organizing map
- similarity measure
- computer vision
- reference points
- input data
- machine learning
- data sets