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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现场计算方法

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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:本文提出了一种改进的基于梯度的计算方法,用于计算指纹的逆变场。我们的方法主要包括两个程序:粗级方向计算,以及定向预测。在第一过程中,提出了有效点梯度向量和新模板,以克服规范化引起的限制,以及分别的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改善噪声的鲁棒性。实验证明了我们方法的有效性。

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