Minutiae extraction on thinning fingerprint images is studied deeply in this article. For used minutiae extraction algorithm, there exist some false minutiaes. A new improved minutiae extraction algorithm is proposed to solve the problem. The algorithm searches and omits minutiaes in neighbor fields, omits marginal minutiaes. Through lots of experiments, the algo- rithm has been proved to a better minutiae extraction algorithm which can sig...