Collaborative Research: Worksite-specific Safety Training Environments with Augmented Reality

协作研究:具有增强现实功能的特定工作场所安全培训环境

基本信息

  • 批准号:
    2302821
  • 负责人:
  • 金额:
    $ 18.38万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2023
  • 资助国家:
    美国
  • 起止时间:
    2023-06-15 至 2026-05-31
  • 项目状态:
    未结题

项目摘要

In high-risk workplaces, such as construction sites, inattention to workplace hazards a common factor in serious injuries and fatalities. Evidence strongly suggests that conventional, lecture-based safety training methods in classroom settings rarely capture workers’ interest and do not decrease accidents. Further, adults often learn best in the context of their own work environments and real-life situations. This suggests that making safety training more closely associated with trainees’ work environments may be more effective than current methods. To this end, this project will construct a personalized augmented reality (AR) training system that uses pictures taken by trainees on their own worksites to recognize site-specific hazards and create replicas of their worksites that show simulated accidents caused by those hazards. This work will require advances in AR environment design, computer vision algorithms, and workplace training pedagogy, and will lead to better occupational safety training practices in high-risk industries and new educational materials for high schools, universities, and industry around occupational safety.The project will be organized in two phases. First, the project will create learner-centered, andragogy-inspired AR safety training environments wherein trainees organize safety training content by themselves and experience potential accidents in the AR environment. This first phase will include (1) developing AI algorithms that detect workplace hazards from the trainees’ worksites; (2) creating an accident scenario pool, which can be adapted to various types, shapes, and scales of real-world hazards; and (3) simulating potential accidents by accurately and seamlessly overlaying AR avatars on detected real-world hazards. In collaboration with industry partners, during the second phase the team will examine the effect of the developed training on workers’ attention to real-world hazards by (1) assessing individual trainees’ hazard recognition abilities, (2) monitoring workers’ physical behaviors near workplace hazards, and (3) comparing the performance of individuals trained using the proposed methods to those trained using conventional methods as well as non-personalized and virtual reality environments.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.
在高危工作场所,如建筑工地,对工作场所危险的忽视是造成严重伤亡的共同因素。有强有力的证据表明,课堂环境中传统的、以讲座为基础的安全培训方法很少引起工人的兴趣,也不能减少事故。此外,成年人往往在自己的工作环境和现实生活中学习得最好。这表明,使安全培训与学员的工作环境更紧密地联系在一起,可能比目前的方法更有效。为此,该项目将构建一个个性化的增强现实(AR)培训系统,该系统使用受训者在自己的工作地点拍摄的照片来识别特定地点的危险,并创建其工作地点的复制品,显示由这些危险造成的模拟事故。这项工作需要在AR环境设计、计算机视觉算法和工作场所培训教育学方面取得进展,并将在高危行业产生更好的职业安全培训实践,并为高中、大学和行业提供围绕职业安全的新教材。该项目将分两个阶段组织。首先,该项目将创建以学习者为中心、以AR为灵感的AR安全培训环境,学员在其中自行组织安全培训内容,并在AR环境中体验潜在的事故。第一阶段将包括(1)开发从受训者工作地点检测工作场所危险的人工智能算法;(2)创建事故情景池,该池可以适应各种类型、形状和规模的现实世界危险;以及(3)通过准确而无缝地将AR化身覆盖在检测到的现实世界危险上来模拟潜在的事故。在第二阶段,该团队将与行业合作伙伴合作,通过(1)评估个别受训者的危险识别能力,(2)监测工人在工作场所危险附近的身体行为,以及(3)将使用建议方法培训的个人与使用传统方法以及非个性化和虚拟现实环境培训的个人的表现进行比较,以检验开发的培训对工人对真实世界危险的关注的效果。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。

项目成果

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Brian Anderson其他文献

Developing the medical oncology treatment plan and summary.
制定肿瘤内科治疗计划和总结。
  • DOI:
  • 发表时间:
    2006
  • 期刊:
  • 影响因子:
    0
  • 作者:
    M. Bertagnolli;Brian Anderson;Kelly Norsworthy;S. Piantadosi;A. Quina;R. Schilsky;Robert S. Miller;S. Khozin
  • 通讯作者:
    S. Khozin
Structural Determinants of the Binding and Activation of Estrogen Receptor α by Phenolic Thieno[2,3‐d]pyrimidines
酚类噻吩并[2,3-d]嘧啶结合和激活雌激素受体α的结构决定因素
  • DOI:
    10.1002/hlca.202300097
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    1.8
  • 作者:
    Vamshikrishna Reddy Sammeta;Brian Anderson;J. Norris;Chad D. Torrice;C. Joiner;Shubin Liu;Haoxi Li;K. Popov;S. Fanning;D. McDonnell;T. Willson
  • 通讯作者:
    T. Willson
A Lightweight Multilayer Dissipative Material with High Acoustic Performance
一种具有高声学性能的轻质多层耗散材料
  • DOI:
    10.4271/2023-01-1083
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    0
  • 作者:
    KimTong Gan;Thomas Herdtle;Brian Anderson;Taewook Yoo
  • 通讯作者:
    Taewook Yoo
(121) Treatments for the Demoralization Syndrome: A Systematic Review
  • DOI:
    10.1016/j.jaclp.2022.10.123
  • 发表时间:
    2022-11-01
  • 期刊:
  • 影响因子:
  • 作者:
    Sarah Stinson;Brian Anderson
  • 通讯作者:
    Brian Anderson
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
用于神经形态计算算法和系统基准测试的神经基准框架
  • DOI:
    10.1038/s41467-025-56739-4
  • 发表时间:
    2025-02-11
  • 期刊:
  • 影响因子:
    15.700
  • 作者:
    Jason Yik;Korneel Van den Berghe;Douwe den Blanken;Younes Bouhadjar;Maxime Fabre;Paul Hueber;Weijie Ke;Mina A. Khoei;Denis Kleyko;Noah Pacik-Nelson;Alessandro Pierro;Philipp Stratmann;Pao-Sheng Vincent Sun;Guangzhi Tang;Shenqi Wang;Biyan Zhou;Soikat Hasan Ahmed;George Vathakkattil Joseph;Benedetto Leto;Aurora Micheli;Anurag Kumar Mishra;Gregor Lenz;Tao Sun;Zergham Ahmed;Mahmoud Akl;Brian Anderson;Andreas G. Andreou;Chiara Bartolozzi;Arindam Basu;Petrut Bogdan;Sander Bohte;Sonia Buckley;Gert Cauwenberghs;Elisabetta Chicca;Federico Corradi;Guido de Croon;Andreea Danielescu;Anurag Daram;Mike Davies;Yigit Demirag;Jason Eshraghian;Tobias Fischer;Jeremy Forest;Vittorio Fra;Steve Furber;P. Michael Furlong;William Gilpin;Aditya Gilra;Hector A. Gonzalez;Giacomo Indiveri;Siddharth Joshi;Vedant Karia;Lyes Khacef;James C. Knight;Laura Kriener;Rajkumar Kubendran;Dhireesha Kudithipudi;Shih-Chii Liu;Yao-Hong Liu;Haoyuan Ma;Rajit Manohar;Josep Maria Margarit-Taulé;Christian Mayr;Konstantinos Michmizos;Dylan R. Muir;Emre Neftci;Thomas Nowotny;Fabrizio Ottati;Ayca Ozcelikkale;Priyadarshini Panda;Jongkil Park;Melika Payvand;Christian Pehle;Mihai A. Petrovici;Christoph Posch;Alpha Renner;Yulia Sandamirskaya;Clemens J. S. Schaefer;André van Schaik;Johannes Schemmel;Samuel Schmidgall;Catherine Schuman;Jae-sun Seo;Sadique Sheik;Sumit Bam Shrestha;Manolis Sifalakis;Amos Sironi;Kenneth Stewart;Matthew Stewart;Terrence C. Stewart;Jonathan Timcheck;Nergis Tömen;Gianvito Urgese;Marian Verhelst;Craig M. Vineyard;Bernhard Vogginger;Amirreza Yousefzadeh;Fatima Tuz Zohora;Charlotte Frenkel;Vijay Janapa Reddi
  • 通讯作者:
    Vijay Janapa Reddi

Brian Anderson的其他文献

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{{ truncateString('Brian Anderson', 18)}}的其他基金

Early Research Experiences and Mentoring to Increase the Numbers of Biology and Chemistry Graduates Prepared for Careers in Science
早期研究经验和指导,以增加为科学职业做好准备的生物学和化学毕业生的数量
  • 批准号:
    2030621
  • 财政年份:
    2021
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Standard Grant
Active Magnetosphere and Planetary Electrodynamics Response Experiment-III (AMPERE-III)
活跃磁层和行星电动力学响应实验-III (AMPERE-III)
  • 批准号:
    2002574
  • 财政年份:
    2020
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
EarthCube Data Capabilities: Collaborative Proposal: Assimilative Mapping of Geospace Observations
EarthCube 数据能力:协作提案:地理空间观测同化制图
  • 批准号:
    1928358
  • 财政年份:
    2019
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Standard Grant
PREEVENTS Track 2: Collaborative Research: Comprehensive Hazard Analysis for Resilience to Geomagnetic Extreme Disturbances
预防措施轨道 2:协作研究:地磁极端扰动恢复能力的综合危害分析
  • 批准号:
    1663885
  • 财政年份:
    2017
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
Quantum Vortex Laboratory: Generation, Manipulation, Imaging, and Dynamics of Vortices in Bose-Einstein Condensates
量子涡旋实验室:玻色-爱因斯坦凝聚中涡旋的生成、操纵、成像和动力学
  • 批准号:
    1607243
  • 财政年份:
    2016
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
AMPERE-II: Active Magnetosphere and Planetary Electrodynamics Response Experiment-II
AMPERE-II:活跃磁层和行星电动力学响应实验-II
  • 批准号:
    1420184
  • 财政年份:
    2014
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
Two-Dimensional Quantum Turbulence in Bose-Einstein Condensates
玻色-爱因斯坦凝聚中的二维量子湍流
  • 批准号:
    1205713
  • 财政年份:
    2012
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
Turbulence and vortices in two-dimensional Bose gases
二维玻色气体中的湍流和涡流
  • 批准号:
    0855467
  • 财政年份:
    2009
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Standard Grant
AMPERE: Active Magnetosphere and Planetary Electrodynamics Response Experiment
AMPERE:活跃磁层和行星电动力学响应实验
  • 批准号:
    0739864
  • 财政年份:
    2008
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant
NSWP: Sustained Sub-auroral Storm Electric Fields: Polarization or Minimum Dissipation?
NSWP:持续的亚极光风暴电场:极化还是最小耗散?
  • 批准号:
    0720114
  • 财政年份:
    2007
  • 资助金额:
    $ 18.38万
  • 项目类别:
    Continuing Grant

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