Driver posture monitoring in highly automated vehicles using pressure measurement

CONCLUSIONS: Pressure measurement could be a good alternative or complementary to camera based driver postural monitoring system. Results show that all classifiers proposed in the work could predict the trunk position for standard driving. With help of an initial posture, Random Forest classifier with relative pressure features could classify trunk positions with high accuracy. However, further effort is needed to improve the accuracy of feet position prediction especially by adding more foot related task data.PMID:33739223 | DOI:10.1080/15389588.2021.1892087
Source: Traffic Injury Prevention - Category: Accident Prevention Authors: Source Type: research