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Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System

机译:使用基于相机的线激光障碍物检测系统的防坠鞋

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摘要

Fall prevention is an important issue particularly for the elderly. This paper proposes a camera-based line-laser obstacle detection system to prevent falls in the indoor environment. When obstacles are detected, the system will emit alarm messages to catch the attention of the user. Because the elderly spend a lot of their time at home, the proposed line-laser obstacle detection system is designed mainly for indoor applications. Our obstacle detection system casts a laser line, which passes through a horizontal plane and has a specific height to the ground. A camera, whose optical axis has a specific inclined angle to the plane, will observe the laser pattern to obtain the potential obstacles. Based on this configuration, the distance between the obstacles and the system can be further determined by a perspective transformation called homography. After conducting the experiments, critical parameters of the algorithms can be determined, and the detected obstacles can be classified into different levels of danger, causing the system to send different alarm messages.
机译:堕落预防是一个特别适合老年人的重要问题。本文提出了一种基于相机的线激光障碍物检测系统,以防止室内环境下降。当检测到障碍物时,系统将发出警报消息以引起用户的注意。由于老年人在家里花了很多时间,所提出的线激光障碍物检测系统主要用于室内应用。我们的障碍物检测系统铸造了激光线,通过水平面穿过水平面并具有特定的地面。光轴与飞机具有特定倾斜角度的相机将观察激光图案以获得潜在的障碍物。基于这种配置,障碍物与系统之间的距离可以通过称为相同的透视变换进一步确定。在进行实验之后,可以确定算法的关键参数,并且检测到的障碍物可以分为不同的危险程度,导致系统发送不同的警报消息。

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