Research of Automate Fingerprint Identification Algorithm Archive - IT Research Paper

Research of Automate Fingerprint Identification Algorithm

Title Research of Automate Fingerprint Identification Algorithm
Abstract

The fingerprint identification has become one of the most reliable,convenient and popular personal authentication technologies due to its uniqueness an invariability. Paper has done the research as follows: There are some limitations in the fingerprint segmentation based on variance or direction. According to the character that edge map’s ridge is difference from background, combing to morphological filter, the paper proposed a new segmentation algorithm based on the character of edge; the enhancement based on sobel masks makes false characters. According to the width of ridge, combining to the character of eight directs, the paper proposed improved masks can enhance the ridge of eight directions by turn; Choice a simply and effective binarization algorithm, based on the difference feature of improved enhancement algorithm; Simplifying minutia extraction. Experiment results show that the system work with celerity,accuracy and reliability.

Category Internet
Keywords Binarization, edge detection, fingerprint enhancement, minutia extraction, morphological filter,
FileType PDF
Pages 186
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