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Vein minutia cylinder-codes (V-MCC)

机译:静脉细雨缸 - 代码(V-MCC)

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Vein recognition has been extensively studied in the past. The topology of the vein patterns allows to adopt simple representations, based on edges and their endings, which are quite similar to the fingerprint minutiae. In this paper, the Minutia Cylinder-Codes (MCC), developed for the comparison of fingerprint minutiae, are adapted to characterize vein minutiae. The algorithm adaptation requires to understand the vein topology and how to consequently define the parameter sets. An optimization problem is defined and solved using a genetic algorithm (GA) approach. The experimental results prove the applicability of MCC on three extended vein data sets of wrist and palm dorsal. The performance of the reference parameter set is improved and can compete with other state-of-the-art algorithms for vein verification.
机译:过去已经广泛研究了静脉认可。静脉图案的拓扑结构允许基于边缘及其结尾采用简单的表示,它们与指纹细节相似。本文介绍了用于比较指纹细节的细节缸码(MCC)适用于静脉细小的表征。该算法适应需要了解静脉拓扑,以及如何定义参数集。使用遗传算法(GA)方法来定义和解决优化问题。实验结果证明了MCC在三个延长静脉数据组上的手腕和棕榈背部的适用性。提高了参考参数集的性能,可以与其他最先进的静脉验证算法竞争。

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