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快速指纹方向估计及校正方法
Improved Algorithm of Orientation Estimation and Correction in Fingerprint Image
【摘要】 对目前基于Sobel算子的指纹区域的方向估计进行了优化和改进,并提出了一种全新的投票加权的指纹方向校正方法,利用Poincare方法求奇异点时的部分结果校正错误的方向,在提高了算法速度的同时也获得了准确的指纹方向图,指纹图像增强的结果显示了本算法的优越性,具有很强的实用价值.
【Abstract】 Optimization and improvements are made on the existing orientation estimation of fingerprint area based on the Sobel operator. A new voting weighted method for the correction of error direction is then put forward. When Poincare is adopted for singular point value, accuracy and speed of the algorithm are acquired at the same time. It is proved through the enhancement of fingerprint images that this algorithm is advantageous with practical value.
【关键词】 指纹图像;
方向估计;
指纹增强;
奇异点;
指纹识别系统;
【Key words】 fingerprint image; orientation estimation; orientation correction; singular point; fingerprint identification system;
【Key words】 fingerprint image; orientation estimation; orientation correction; singular point; fingerprint identification system;
【基金】 重庆市科技攻关重点项目(CSTC.2004AA2001-8277-02).
- 【文献出处】 昆明理工大学学报(理工版) ,Journal of Kunming University of Science and Technology , 编辑部邮箱 ,2005年04期
- 【分类号】TP391.4
- 【下载频次】102