WANG Feng, CHEN Yun. The application of continuously distributed directional image in remaining fingerprint segmentation[J]. Journal of Image and Graphics, 2010, 15(11): 1608. DOI: 10.11834/jig.20101110.
For the problem that the remaining fingerprint cannot be segmented easily
the authors propose a segmentation algorithm for fingerprint images with remaining ridges based on continuously distributed directional image. The algorithm firstly calculates the point directional image
and uses the histogram filtering technology to filter directional image
and then the continuously distributed directional image can be obtained. Secondly
according to the direction inconsistency on the location where the remaining ridges border on the fingerprints in the foreground
we mark out the boundary between the remaining fingerprint and normal ridge based on the sharp directional information change. After dealing with false points in the post-processing
these true boundary points are used for curve fitting. Finally we remove the remaining fingerprint. Experiments have shown that such a continuously distributed directional image transits smoothly and naturally. It not only has good continuity
gradual change and noise immunity
but also has very high accuracy. And it can effectively segment the remaining fingerprint from the foreground.