Li Li
College of Engineering
Works (3)
Updated: July 5th, 2023 14:27
2022 journal article
Real-Time Driving Distraction Recognition Through a Wrist-Mounted Accelerometer
HUMAN FACTORS, 64(8), 1412–1428.
author keywords: accident analysis; distractions and interruptions; risk assessment; biomechanics; kinematics
MeSH headings : Humans; Accidents, Traffic; Wrist; Pilot Projects; Automobile Driving; Accelerometry
TL;DR:
The results of this pilot study indicate that the proposed driving distraction mitigation system that uses a wrist-worn IMU and ConvLSTM deep neural network classifier may have potential for improving transportation safety.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 5, 2021
2021 journal article
Lifting Posture Prediction With Generative Models for Improving Occupational Safety
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 51(5), 494–503.
author keywords: Generative models; lifting tasks; neural networks; occupational injuries; posture prediction
TL;DR:
The results prove that using a generative model to predict lifting posture prediction is able to predict postures with reasonable accuracy and validity and can support biomechanical analysis and ergonomics assessment of a lifting task to reduce the risk of low back injuries.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: September 27, 2021
2020 journal article
MOPED25: A multimodal dataset of full-body pose and motion in occupational tasks
JOURNAL OF BIOMECHANICS, 113.
author keywords: Pose dataset; Kinematics; Postural risk; Computer vision
MeSH headings : Algorithms; Ergonomics; Humans; Motion; Neural Networks, Computer; Posture
TL;DR:
A new posture dataset named, MOPED25 (Multimodal Occupational Posture Dataset with 25 tasks) is presented, which includes full-body kinematics data and the synchronized videos of 11 participants, performing commonly seen tasks at workplaces.
(via Semantic Scholar)
doi.org (publisher)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: January 11, 2021
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