基于立体定位和RFID匿名残疾识别的辅助人行横道

D. F. Llorca, R. Quintero, I. Parra, R. Izquierdo, C. Fernández, M. Sotelo
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引用次数: 10

摘要

辅助技术通常是指用于增加、维持或改善残疾人功能的系统。这个想法在这里扩展到交通基础设施,以人行横道作为具体的案例研究。我们将辅助人行横道定义为能够与残疾用户互动的人行横道,并提供自适应响应,以增加、维持或改善他们在过马路时的功能。因此,基础设施应该能够定位有特殊需要的行人,并识别他们的具体残疾。在本文中,通过基于立体的行人检测系统获得用户位置。残障识别是通过基于RFID的匿名程序提出的,行人只需要佩戴便携式无源RFID标签。采用全局最近邻算法解决立体目标与RFID测量数据之间的关联问题。所提出的辅助技术在真实的人行横道中进行了验证,包括具有多个RFID标签的不同复杂场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assistive Pedestrian Crossings by Means of Stereo Localization and RFID Anonymous Disability Identification
Assistive technology usually refers to systems used to increase, maintain, or improve functional capabilities of individuals with disabilities. This idea is here extended to transportation infrastructures, using pedestrian crossings as a specific case study. We define an Assistive Pedestrian Crossing as a pedestrian crossing able to interact with users with disabilities and provide an adaptive response to increase, maintain or improve their functional capabilities while crossing. Thus, the infrastructure should be able to locate the pedestrians with special needs as well as to identify their specific disability. In this paper, user location is obtained by means of a stereo-based pedestrian detection system. Disability identification is proposed by means of a RFID-based anonymous procedure from which pedestrians are only required to wear a portable and passive RFID tag. Global nearest neighbor is applied to solve data association between stereo targets and RFID measurements. The proposed assistive technology is validated in a real crosswalk, including different complex scenarios with multiple RFID tags.
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