Title :
A fingerprint classification algorithm research and implement
Author :
Liu, Yuanning ; Yuan, Senmiao ; Zhu, Xiaodong ; Zhang, Yongliang
Author_Institution :
Comput. Dept., Jilin Univ., Changchun, China
Abstract :
After utterly researching existing fingerprint classification algorithms, this article gives out a new definition of core and delta point, putting forward an improved algorithm based on the gray level picture, implementing a fast and precise fingerprint classification system used in police. The experiments indicate that the excellent improvement has been made compared to the known methods in localization of delta and core points and accuracy ratio of classification, which can meet practical requirement.
Keywords :
fingerprint identification; pattern matching; police data processing; classification ratio accuracy; core point localization; delta point localisation; fingerprint classification algorithms; gray level picture; Artificial neural networks; Classification algorithms; Fingerprint recognition; Geometry; Histograms; Image matching; Layout; Pixel; Spatial databases; Statistical analysis;
Conference_Titel :
Control, Automation, Robotics and Vision, 2002. ICARCV 2002. 7th International Conference on
Print_ISBN :
981-04-8364-3
DOI :
10.1109/ICARCV.2002.1238549