Algorithms for an Automatic Fingerprint Identification System Based on Oriented Filtering and Segmentation[J]. Journal of Image and Graphics, 2002, 7(8): 829. DOI: 10.11834/jig.200208261.
In order to meet the instant need of individual identification
the whole project of an automatic fingerprint identification system based on oriented filtering and segmentation is presented. The project is mainly divided into two parts that are fingerprint image preprocessing and fingerprint recognition. It includes calculation and smoothness of directional image
oriented filtering
binarization
noise cleaning
feature extraction
feature coding and matching. By the methods of preprocessing
feature coding and fingerprint matching presented in this paper
the fingerprint image is effectively enhanced
moreover
during the course of fingerprint matching
certain influence of fingerprint rotation and moving can be avoided. The system has a high rate of fingerprint recognition and a strong ability to resist image noises. In addition
it is proved to be high effective in recognizing damaged or blurry fingerprint images. The system is high valuable in practice.