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An Improved Gradient-based Method for Fingerprint's Orientation Field Computation

机译:一种改进的基于梯度的指纹方向场计算方法

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In this paper, an Improved gradient-based method for the computation of fingerprint's Orienation Field is proposed. Our method mainly includes two procedures: the coarse level orientation computing, and the orientation predicting. In the first procedure, the effective point gradient vector and the new template are proposed for overcoming the limitation caused by normalization, and the contradiction between accuracy and robustness respectively; in the second procedure, an iteration based predicting method is adopted for improving the robustness against noise. Experiments prove the effectiveness of our method.
机译:提出了一种改进的基于梯度的指纹方向场计算方法。我们的方法主要包括两个过程:粗略水平方向计算和方向预测。在第一个过程中,提出了有效点梯度向量和新模板,以克服归一化带来的局限性,以及准确性和鲁棒性之间的矛盾。在第二过程中,采用基于迭代的预测方法来提高抗噪声的鲁棒性。实验证明了该方法的有效性。

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