Video-based evaluation of driver's visual attention using smartphones

M. Duguleană, A. Dumitru, C. Postelnicu, G. Mogan
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引用次数: 9

Abstract

In the recent period, video processing algorithms emerged as a valid solution to various problems, including the automation of some repetitive processes, for retrieving information from dynamic environments or the inspection of the physical state of human operators. On the other hand, with the latest advancements in the automotive industry, Advanced Driver Assistance Systems (ADASs) are becoming more and more common. It was just a matter of time until ADASs will rely heavily on the bio-cues processed from video steam. We present a system that obtains driver's head orientation, thus inferring the level of visual attention. The result of this research will be included in a Personal Navigation Assistant (PNA) based on dual camera mobile phones. We address the vision algorithms, the system architecture and the main implementation issues implied by the system.
基于视频的智能手机驾驶员视觉注意力评估
近年来,视频处理算法作为一种有效的解决方案出现,包括一些重复过程的自动化,从动态环境中检索信息或检查人类操作员的物理状态。另一方面,随着汽车行业的最新发展,高级驾驶辅助系统(ADASs)正变得越来越普遍。ADASs将严重依赖从视频蒸汽中处理的生物线索,这只是时间问题。我们提出了一个系统,获取驾驶员的头部方向,从而推断视觉注意的水平。这项研究的结果将包含在基于双摄像头手机的个人导航助手(PNA)中。我们讨论了视觉算法、系统架构和系统隐含的主要实现问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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