Development of Camera and Wearable Sensor Based Driver Pose Measurement System

Hyunjin Lee; Janghoon Choi; Hyung Jin Cho; June Young Song; Chibum Lee

doi:10.7467/KSAE.2022.30.12.991

Development of Camera and Wearable Sensor Based Driver Pose Measurement System

Hyunjin Lee, Janghoon Choi, Hyung Jin Cho, June Young Song, Chibum Lee

Dept. of Mechanical System and Design Engineering

Research output: Contribution to journal › Article › peer-review

Abstract

With the recent development of IoT technology, it has become possible to obtain desired sensor data without time and space limitations. It has also become possible to easily interpret data and obtain useful information with the development of deep learning. In this study, we developed an IoT system that estimates the driver's posture through the use of wearable sensors and deep learning-based image processing techniques for vehicle crash analysis.

Original language	English
Pages (from-to)	991-998
Number of pages	8
Journal	Transactions of the Korean Society of Automotive Engineers
Volume	30
Issue number	12
DOIs	https://doi.org/10.7467/KSAE.2022.30.12.991
State	Published - 2022

Keywords

Bluetooth low energy
Computer vision
Driver pose estimation
Embedded system
Internet of things
Sensor fusion

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.7467/KSAE.2022.30.12.991

Cite this

@article{21ae421cd5d048f4b6dcb7a5608a4fee,

title = "Development of Camera and Wearable Sensor Based Driver Pose Measurement System",

abstract = "With the recent development of IoT technology, it has become possible to obtain desired sensor data without time and space limitations. It has also become possible to easily interpret data and obtain useful information with the development of deep learning. In this study, we developed an IoT system that estimates the driver's posture through the use of wearable sensors and deep learning-based image processing techniques for vehicle crash analysis.",

keywords = "Bluetooth low energy, Computer vision, Driver pose estimation, Embedded system, Internet of things, Sensor fusion",

author = "Hyunjin Lee and Janghoon Choi and Cho, {Hyung Jin} and Song, {June Young} and Chibum Lee",

note = "Publisher Copyright: {\textcopyright} 2022 KSAE.",

year = "2022",

doi = "10.7467/KSAE.2022.30.12.991",

language = "English",

volume = "30",

pages = "991--998",

journal = "Transactions of the Korean Society of Automotive Engineers",

issn = "1225-6382",

number = "12",

}

TY - JOUR

T1 - Development of Camera and Wearable Sensor Based Driver Pose Measurement System

AU - Lee, Hyunjin

AU - Choi, Janghoon

AU - Cho, Hyung Jin

AU - Song, June Young

AU - Lee, Chibum

PY - 2022

Y1 - 2022

N2 - With the recent development of IoT technology, it has become possible to obtain desired sensor data without time and space limitations. It has also become possible to easily interpret data and obtain useful information with the development of deep learning. In this study, we developed an IoT system that estimates the driver's posture through the use of wearable sensors and deep learning-based image processing techniques for vehicle crash analysis.

AB - With the recent development of IoT technology, it has become possible to obtain desired sensor data without time and space limitations. It has also become possible to easily interpret data and obtain useful information with the development of deep learning. In this study, we developed an IoT system that estimates the driver's posture through the use of wearable sensors and deep learning-based image processing techniques for vehicle crash analysis.

KW - Bluetooth low energy

KW - Computer vision

KW - Driver pose estimation

KW - Embedded system

KW - Internet of things

KW - Sensor fusion

UR - http://www.scopus.com/inward/record.url?scp=85147107947&partnerID=8YFLogxK

U2 - 10.7467/KSAE.2022.30.12.991

DO - 10.7467/KSAE.2022.30.12.991

M3 - Article

AN - SCOPUS:85147107947

SN - 1225-6382

VL - 30

SP - 991

EP - 998

JO - Transactions of the Korean Society of Automotive Engineers

JF - Transactions of the Korean Society of Automotive Engineers

IS - 12

ER -

Development of Camera and Wearable Sensor Based Driver Pose Measurement System

Abstract

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this