Leverage Augmented Reality for Safety Education in the Logistics Industry
Leverage Augmented Reality for Safety Education in the Logistics Industry
批准号:
1822477
负责人:
Xu Xu
金额:
$74.95万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-09-01 至 2022-08-31
中文摘要
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英文摘要
The project will design and research an immersive and personalized education approach by leveraging augmented reality (AR) to support workers' understanding of risk factors associated with their work, and encourage workers to perform tasks using appropriate body motion. The project will develop an AR-assisted posture training procedure for minimizing biomechanical exposures on the low back and the shoulder, as injuries of those two body regions are the most common in logistics industry. The research will expand knowledge in AR-assisted education and training in terms of work safety promotion, motor adaptation, and transfer of learning. The AR infrastructure can also used to provide just-in-time work procedure training and has potential applications in high school and college courses in physics and biomechanics. The project will advance research in to motor learning, such as sports training and tele-rehabilitation. The overall outcome will advance human-technology system in body motion education and learning science.The project team will reconstruct a virtual instructor demonstrating the recommended and non-recommended body motions that are commonly seen in material handling. AR, depth sensing, and biomechanical modeling will be integrated to deliver knowledge on work-related biomechanical exposures on joints and muscles. Workers will be able to observe the virtual instructor overlaid on the actual physical workplace from various view angles through AR goggles. The system will be designed to enhance workers' understanding of work-related risks via visualization of abstract biomechanical exposures. Biomechanical exposures, such as forces exerted on the joints and the muscles at work, will be visually integrated with the virtual instructor. The innovative geometric representation of biomechanical exposures will assist learners in visualizing abstract mechanics quantities. The AR user interface and the biomechanical visualization scheme will be iteratively refined through a series of usability evaluations and operational tests to ensure worker's understanding of the risk in musculo-skeletal disorder. The research will also examine worker learning and transfer of learning in AR-assisted safety education approach.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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Recognition of driving distraction using driver's motion and deep learning
利用驾驶员动作和深度学习识别驾驶分心
DOI:
--
发表时间:
2020
期刊:
Proceedings of the 2020 IISE Annual Conference
影响因子:
--
作者:
[Xie, Z.]
通讯作者:
Xie, Z.
DOI:
10.1007/978-3-030-58520-4_5
发表时间:
2019-08
期刊:
影响因子:
--
作者:
[Xilai Li;Wei Sun-;Tianfu Wu]
通讯作者:
Xilai Li;Wei Sun-;Tianfu Wu
DOI:
10.1109/tpami.2023.3314745
发表时间:
2022-11
期刊:
IEEE Transactions on Pattern Analysis and Machine Intelligence
影响因子:
23.6
作者:
[Bin Tan;Nan Xue;Tianfu Wu;Guisong Xia]
通讯作者:
Bin Tan;Nan Xue;Tianfu Wu;Guisong Xia
DOI:
10.1016/j.apergo.2020.103138
发表时间:
2020-09-01
期刊:
APPLIED ERGONOMICS
影响因子:
3.2
作者:
[Li, Li, Martin, Tara, Xu, Xu]
通讯作者:
Xu, Xu
DOI:
10.1109/iccv51070.2023.00018
发表时间:
2023-08
期刊:
2023 IEEE/CVF International Conference on Computer Vision (ICCV)
影响因子:
--
作者:
[Md. Farhamdur Reza;A. Rahmati;Tianfu Wu;H. Dai]
通讯作者:
Md. Farhamdur Reza;A. Rahmati;Tianfu Wu;H. Dai
共 16 条
NRI: FND: A Novel Intervention Method to Promote Workers' Safety Awareness and Mental Health During Human-Robot Collaboration
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批准号:2024688
-
项目类别:Standard Grant
-
资助金额:$74.92万
-
财政年份:2020
-
负责人:Xu Xu
-
依托单位:
Enhancing Undergraduate Learning About Biomechanics and Data Science Through Augmented Reality and Self-motion Data
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批准号:2013451
-
项目类别:Standard Grant
-
资助金额:$60.0万
-
财政年份:2020
-
负责人:Xu Xu
-
依托单位:
海外基金