Title :
An efficient approach to recognise fingerprints
Author :
Sadi, Muhammad Sheikh ; Ahad, Abdul ; Haque, Ariful
Author_Institution :
Dept. of Comput. Sci. & Eng., Khulna Univ. of Eng. & Technol., Khulna, Bangladesh
Abstract :
Fingerprint analysis is typically based on the position and pattern of detected singular points in the fingerprint images. These singular points (cores and deltas) represent the characteristics of local ridge patterns, determine the topological structure (i.e., fingerprint type) and largely influence the orientation field. A core-delta relation is used as a global constraint for the final selection of singular points. This paper proposed an approach for singular points detection and then recognizes fingerprints based on singular points position and their relative distances. Experimental results show that the approach is efficient and robust, giving better results than existing dominant approaches.
Keywords :
fingerprint identification; core delta relation; fingerprint analysis; fingerprint images; fingerprint recognition; fingerprint type; ridge patterns; singular point detection; topological structure; Fingerprint recognition; Image recognition; Irrigation; Core; Delta; Fingerprints recognition; Poincare index; Singular points;
Conference_Titel :
Computer and Information Technology (ICCIT), 2011 14th International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-61284-907-2
DOI :
10.1109/ICCITechn.2011.6164817