全指纹扫描仪使用光学相干断层扫描

R. Breithaupt, Ctirad Sousedik, S. Meissner
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引用次数: 17

摘要

近年来,指纹扫描技术在成本效率、质量和性能以及表现攻击检测(PAD)等方面取得了一些进展,使得指纹生物识别技术在越来越多的主流应用领域以及高安全性/政府用途中得到了应用。然而,在某些情况下,当前的技术水平仍在与技术限制作斗争。磨损的手指,甚至更多婴儿的手指,对足够质量的扫描是非常有问题的。但更重要的是,在无监督的高安全性应用领域,即使是那些具有最佳可用PAD保护的设备仍然可以被廉价的人工制品所愚弄-尽管它们目前的高度复杂性和改进的难度越来越大。在寻找替代技术的过程中,光学相干层析成像(OCT)成为我们关注的焦点。OCT能够看到皮肤下面,并获得深度达2mm的高分辨率3D图像。最初的可行性研究表明,解决上述问题(以及更多问题)的潜力非常大,但这些研究是用现有的医疗OCT设备进行的,在许多方面,这些设备不适合现实世界应用的时间、成本和移动性要求。因此,我们当前项目“OCT- ii”的目标是开发最先进的OCT原型,专门用于高质量的指纹采集和可靠的PAD,重点关注现实世界中扫描区域大小、高速数据采集和数据处理、成本和移动性等方面的限制。本文将介绍和讨论这个项目的挑战和概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Full fingerprint scanner using optical coherence tomography
In recent years, several advances in fingerprint scanning technology regarding cost efficiency, quality&performance and presentation attack detection (PAD) helped to establish fingerprint biometry in more and more areas of application for mainstream as well as high security/governmental purposes. However, there are still cases where the current state of the art is struggling with the technological limitations. Worn out fingers, and even more fingers of infants, are very problematic to scan in sufficient quality. But even more important, in the field of unsupervised high security applications, is the fact that even those devices with the best available PAD protection can still be fooled with cheap artefacts - despite their current high complexity and increasing difficulty of improvements. On the lookout for technological alternatives, the optical coherence tomography (OCT) came into our focus. The OCT is able to look underneath the skin and acquire high resolution 3D images up to a depth of 2mm. First feasibility studies have shown a very high potential for solving the mentioned issues (and more) but have been conducted with existing medical OCT devices, which were, in many aspects, not suitable for for the time- cost- and mobility requirements of real world applications. For this reason, the goal for our current project ”OCT-II” is to develop state-of-the-art OCT prototypes solely dedicated for high quality fingerprint acquisition and reliable PAD, with the focus on real world constrains regarding scanning area size, high speed data acquisition & data processing, cost and mobility. This paper will present and discuss the challenges and concepts of this project.
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