Walking to singular points of fingerprints

Singular point is an essential global feature in fingerprint images. Existing methods for singular points’ detection generally visit each pixel or each small image block to determine the singular point. That is to say, existing methods require scanning the image to compute a quantity at each pixel or block, and hence they are inevitably time-consuming. We propose a fast algorithm for detecting singular points by walking directly to them instead...