论文标题

在线手写,签名和触摸动态:安全与健康领域的任务和潜在应用

Online handwriting, signature and touch dynamics: tasks and potential applications in the field of security and health

论文作者

Faundez-Zanuy, Marcos, Mekyska, Jiri, Impedovo, Donato

论文摘要

背景:行为信号的有利属性,例如。与形态学相比,手写(例如虹膜,指纹,手工几何形状等)可能会要求用户执行大量不同的任务。方法:本文总结了安全和健康领域中不同手写和绘制任务的最新发现和应用。更具体地说,它专注于在线交互和基于手动的交互,即在实现任务期间使用数字化设备(特定专用或通用的平板电脑/智能手机)的信号。这样的设备允许在及时获得地下动力学以及空中移动,因此与传统的笔和纸张方法相比,提供了复杂,更丰富的信息。结论:尽管科学文献报告了广泛的任务和应用,但在本文中,我们仅总结了那些提供竞争结果的人(例如,就歧视能力而言)并对该领域产生重大影响。

Background: An advantageous property of behavioural signals ,e.g. handwriting, in contrast to morphological ones, such as iris, fingerprint, hand geometry, etc., is the possibility to ask a user for a very rich amount of different tasks. Methods: This article summarises recent findings and applications of different handwriting and drawing tasks in the field of security and health. More specifically, it is focused on on-line handwriting and hand-based interaction, i.e. signals that utilise a digitizing device (specific devoted or general-purpose tablet/smartphone) during the realization of the tasks. Such devices permit the acquisition of on-surface dynamics as well as in-air movements in time, thus providing complex and richer information when compared to the conventional pen and paper method. Conclusions: Although the scientific literature reports a wide range of tasks and applications, in this paper, we summarize only those providing competitive results (e.g. in terms of discrimination power) and having a significant impact in the field.

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