ADOPT: A system for Alerting Drivers to Occluded Pedestrian Traffic

10/20/2022
by   Abrar Alali, et al.
0

Recent statistics reveal an alarming increase in accidents involving pedestrians (especially children) crossing the street. A common philosophy of existing pedestrian detection approaches is that this task should be undertaken by the moving cars themselves. In sharp departure from this philosophy, we propose to enlist the help of cars parked along the sidewalk to detect and protect crossing pedestrians. In support of this goal, we propose ADOPT: a system for Alerting Drivers to Occluded Pedestrian Traffic. ADOPT lays the theoretical foundations of a system that uses parked cars to: (1) detect the presence of a group of crossing pedestrians - a crossing cohort; (2) predict the time the last member of the cohort takes to clear the street; (3) send alert messages to those approaching cars that may reach the crossing area while pedestrians are still in the street; and, (4) show how approaching cars can adjust their speed, given several simultaneous crossing locations. Importantly, in ADOPT all communications occur over very short distances and at very low power. Our extensive simulations using SUMO-generated pedestrian and car traffic have shown the effectiveness of ADOPT in detecting and protecting crossing pedestrians.

READ FULL TEXT
research
08/08/2022

Predicting Pedestrian Crosswalk Behavior Using Convolutional Neural Networks

A common yet potentially dangerous task is the act of crossing the stree...
research
02/16/2022

Luminous Zebra Crossing, Intelligent Zebra Crossing

1.Application background: With the development of social economy and th...
research
02/28/2022

"If you could see me through my eyes": Predicting Pedestrian Perception

Pedestrians are particularly vulnerable road users in urban traffic. Wit...
research
04/08/2019

Eye Contact Between Pedestrians and Drivers

When asked, a majority of people believe that, as pedestrians, they make...
research
05/25/2022

From Pedestrian Detection to Crosswalk Estimation: An EM Algorithm and Analysis on Diverse Datasets

In this work, we contribute an EM algorithm for estimation of corner poi...
research
11/06/2022

Applying Association Rules Mining to Investigate Pedestrian Fatal and Injury Crash Patterns Under Different Lighting Conditions

The pattern of pedestrian crashes varies greatly depending on lighting c...
research
11/27/2021

Recognition and Co-Analysis of Pedestrian Activities in Different Parts of Road using Traffic Camera Video

Pedestrian safety is a priority for transportation system managers and o...

Please sign up or login with your details

Forgot password? Click here to reset