Standard Ergonomic Risk Assessment (ERA) from video analysis is a highly time-consuming activity and is affected by the subjectivity of ergonomists. Motion Capture (MOCAP) addresses these limitations by allowing objective ERA. Here a depth camera, one of the most commonly used MOCAP systems for ERA (i.e. Azure Kinect), is used for the evaluation of the NIOSH Lifting Equation exploiting a tool named AzKNIOSH. First, to validate the tool, we compared its performance with those provided by a commercial software, Siemens Jack TAT, based on an Inertial Measurement Units (IMUs) suit and found a high agreement between them. Secondly, a Convolutional Neural Network (CNN) was employed for task recognition, automatically identifying the lifting actions. This procedure was evaluated by comparing the results obtained from manual detection with those obtained through automatic detection. Thus, through automated task detection and the implementation of Auto-AzKNIOSH we achieved a fully automated ERA.

Francesco Lolli

Antonio Maria Coruzzolo

Chiara Forgione

Mirco Peron

Fabio Sgarbossa

Ergonomics

人体工程学，也称为人为因素，是一门旨在理解和改善人类与产品、设备、环境和系统的交互的科学学科。人体工程学利用人类生物学、心理学、工程和设计，旨在开发和应用知识和技术来优化系统性能，同时保护相关人员的健康、安全和福祉。人体工程学的关注延伸到我们日常生活的工作、休闲和其他方面。 ERGONOMICS 杂志是一份国际参考刊物，拥有 60 年传播高质量研究的传统。邀请来自整个学科的原始提交，包括理论和应用，包括物理、认知、组织和环境人体工程学。报告来自同源学科的研究结果的论文也很受欢迎，这些论文有助于理解设备、任务、工作、系统和环境以及相应的需求、能力和人的局限性。本刊所有发表的研究文章都经过了严格的同行评审，基于初始编辑筛选和独立专家审稿人的匿名审稿。

Ergonomics, also known as human factors, is a scientific discipline aimed at understanding and improving the interactions between humans and products, equipment, environments, and systems. It integrates knowledge from human biology, psychology, engineering, and design to optimize system performance while safeguarding the health, safety, and well-being of individuals involved. The scope of ergonomics extends to various aspects of our daily lives, including work, leisure, and more. The journal "Ergonomics" is an international reference publication with a tradition of disseminating high-quality research for over 60 years. We invite original submissions from across the discipline, including both theoretical and applied research, covering physical, cognitive, organizational, and environmental ergonomics. Papers reporting findings from related disciplines that contribute to the understanding of equipment, tasks, work, systems, and environments, as well as the corresponding needs, capabilities, and limitations of humans, are also welcomed. All research articles published in this journal undergo rigorous peer review, based on initial editorial screening and anonymous reviews by independent experts.

人体工程学，也称为人为因素，是一门旨在理解和改善人类与产品、设备、环境和系统之间交互的科学学科。它结合了人类生物学、心理学、工程和设计的知识，旨在优化系统性能，同时保护相关人员的健康、安全和福祉。人体工程学的研究范围涵盖了我们日常生活中的工作、休闲及其他方面。期刊《Ergonomics》是一份国际性参考刊物，已有60年的高质量研究传播传统。我们欢迎来自各个学科的原创研究投稿，包括理论和应用研究，涉及物理、认知、组织和环境人体工程学。我们也鼓励来自相关学科的研究成果，这些研究有助于理解设备、任务、工作、系统和环境，以及相应的需求、能力和人的局限性。本刊所有发表的研究文章均经过严格的同行评审，基于初步编辑筛选和独立专家的匿名审稿。

Category	Quartile
工程技术	3
工程技术, 心理学	3
工程技术, 工程工业	4
工程技术, 人体工程学	4
工程技术, 心理学应用	4

Auto-AzKNIOSH: an automatic NIOSH evaluation with Azure Kinect coupled with task recognition

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Journal Info

Category	Quartile
PSYCHOLOGY, APPLIED	3