Title :
Fingerprint image segmentation based on a combined method
Author :
Juntao Xue ; Hongwei Li
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
Abstract :
Fingerprint image segmentation is part of preprocessing in fingerprint image recognition system. It has a critical effect to the fingerprint image recognition system. A combined method segmentation method is proposed in this article. We use the orientation field information combined with statistical characteristics of gray. The fingerprint image realized the second segmentation with the method proposed in this paper. The experimental results show that the method used in this paper achieves a good effect.
Keywords :
fingerprint identification; image segmentation; statistical analysis; combined method segmentation method; fingerprint image recognition system; fingerprint image segmentation; gray statistical characteristics; orientation field information; Educational institutions; Feature extraction; Fingerprint recognition; Histograms; Image matching; Image recognition; Image segmentation; fingerprint image pre-processing; fingerprint segmentation; orientation field information; statistical characteristics of gray;
Conference_Titel :
Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS), 2012 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4577-1758-1
DOI :
10.1109/VECIMS.2012.6273218