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Seamless switching, feedforward, and feedback mechanisms: Enhancing task performance and user perception in device switch 无缝切换、前馈和反馈机制:在设备切换中提升任务性能和用户感知
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-16 DOI: 10.1016/j.ergon.2024.103649
Na Liu, Yiyang Gong

In an era where digital multitasking is universal, the necessity to switch between devices is vital. The effect of switching modes between devices on the user experience remains unclear. This study investigates the impact of switching modes on task performance and user perception within interconnected device environments. A within-subject experiment utilizing memory recall tasks was implemented to test three switching modes: seamless switching, passive switching, and switching with feedforward and feedback. Task accuracy rate, perceived interruption, perceived control, and behavioral intention were measured. Results indicated that seamless switching outperformed passive switching in task accuracy rate. Passive switching elicited the highest level of perceived interruption, while switching with feedforward and feedback substantially improved the perceived control of users over seamless switching. The behavioral intention to use seamless switching and switching with feedforward and feedback was considerably higher than that for passive switching. This research provides insights into the comparative benefits of seamless switching and switching with feedforward and feedback, particularly regarding their influence on user perception. Practical implications for the design of interconnected device switching and the management of device ecosystems are also presented.

在数字多任务时代,设备之间的切换至关重要。设备间切换模式对用户体验的影响仍不明确。本研究调查了在互联设备环境中切换模式对任务执行和用户感知的影响。我们利用记忆回忆任务进行了一个主体内实验,以测试三种切换模式:无缝切换、被动切换以及带有前馈和反馈的切换。实验对任务准确率、感知干扰、感知控制和行为意图进行了测量。结果表明,无缝切换在任务准确率方面优于被动切换。被动切换引起的感知干扰水平最高,而带前馈和反馈的切换比无缝切换大大提高了用户的感知控制能力。使用无缝切换和带前馈与反馈的切换的行为意向大大高于被动切换。这项研究深入探讨了无缝切换和带前馈与反馈的切换的比较优势,特别是它们对用户感知的影响。此外,还介绍了互联设备切换设计和设备生态系统管理的实际意义。
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引用次数: 0
Night work, circadian rhythm, and cognitive performance: A field study with airport security screeners 夜间工作、昼夜节律和认知能力:对机场安检员的实地研究
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-13 DOI: 10.1016/j.ergon.2024.103638
Robin Riz à Porta , Stefan Michel , Yanik Sterchi , Juergen Sauer , Adrian Schwaninger

The effects of circadian rhythms and night work on performance have been extensively studied using standardized, non-work-related tasks in laboratory settings. However, field research on work performance is scarce in this domain. This study addresses this gap by analyzing four million behavioral responses from 1437 security officers at an international airport. We compared threat detection performance during the routine security screening of passengers' baggage X-ray images across night shifts (shift starting between 0:00 and 2:59), early morning shifts (starting between 3:00 and 5:59), and standard morning shifts (starting between 6:00 and 7:59). Processing times followed the circadian rhythm of attention found in laboratory studies, indicating that the rhythm affects real-life work performance. False alarm rates (i.e. false target present responses) were slightly higher during night and early morning shifts than during standard morning shifts, with no significant difference in the security-relevant hit rates (i.e. true target present responses). Furthermore, we found no performance differences between night work and early morning shifts, suggesting that both can disrupt employees’ natural sleep patterns with implications on performance.

昼夜节律和夜间工作对工作表现的影响已通过实验室环境中与工作无关的标准化任务进行了广泛研究。然而,在这一领域,有关工作表现的实地研究却很少。本研究通过分析某国际机场 1437 名安检人员的 400 万次行为反应,填补了这一空白。我们比较了夜班(0:00 至 2:59)、早班(3:00 至 5:59)和标准早班(6:00 至 7:59)安检员在对乘客行李 X 光图像进行例行安检时的威胁检测表现。处理时间与实验室研究中发现的注意力昼夜节律一致,表明昼夜节律会影响现实生活中的工作表现。夜班和早班的误报率(即假目标出现反应)略高于标准早班,而安全相关的命中率(即真目标出现反应)则无明显差异。此外,我们还发现夜班和早班在工作表现上没有差异,这表明夜班和早班都会扰乱员工的自然睡眠模式,从而对工作表现产生影响。
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引用次数: 0
Employees trust, perceived justice, on task performance: Mediating and moderating role of autonomy and organizational culture 员工信任、感知到的公正对任务绩效的影响:自主性和组织文化的中介和调节作用
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-11 DOI: 10.1016/j.ergon.2024.103647
Hajer Mousa Alriyami, Khalifa Alneyadi, Hessa Alnuaimi, Ilias Kampouris

This study explores the impact of trust and perceived justice on task performance within UAE public sector organizations, emphasizing the mediating role of autonomy and the moderating effect of organizational culture. This research was driven by gaps in the current understanding of how individual perceptions of fairness and trust impact practical outcomes in the public sector. Through a survey of 273 public sector employees and structural equation modeling, this study demonstrates how trust and perceived justice significantly enhance task performance, with autonomy serving as a crucial mediator. Organizational culture also plays a complex role in moderating these effects, adding a cultural context layer to the theoretical framework grounded in social exchange theory. This study contributes to this field by providing empirical evidence supporting the enhancement of autonomy and justice perceptions to improve employee performance in the public sector. This contribution is particularly significant as it challenges traditional views on the trust-autonomy relationship and offers new insights into the role of organizational culture. By highlighting these dynamics, this study fills a crucial gap in the literature and also offers a model that can guide future research and practical applications in similar contexts. The findings underscore the necessity of fostering trust and perceived justice within organizations, recommending that leaders focus on enhancing autonomy and carefully consider the influence of organizational culture. This approach promises to improve task performance and employee satisfaction, thereby contributing to a more effective administration and service delivery in the public sector.

本研究探讨了在阿联酋公共部门组织中,信任和感知到的公正对任务绩效的影响,强调了自主性的中介作用和组织文化的调节作用。目前对个人公平感和信任感如何影响公共部门实际成果的认识存在差距,因此本研究的动力来自于此。通过对 273 名公共部门员工的调查和结构方程建模,本研究证明了信任和感知到的公正如何显著提高任务绩效,而自主性则是关键的中介因素。组织文化在调节这些效应方面也发挥了复杂的作用,为社会交换理论的理论框架增添了一个文化背景层。本研究为这一领域做出了贡献,它提供了实证证据,支持增强自主性和正义感以提高公共部门员工的绩效。这一贡献尤为重要,因为它挑战了关于信任-自主关系的传统观点,并对组织文化的作用提出了新的见解。通过强调这些动态关系,本研究填补了文献中的一个重要空白,并提供了一个可指导未来研究和在类似情况下实际应用的模型。研究结果强调了在组织内部促进信任和感知公正的必要性,建议领导者将重点放在提高自主性上,并认真考虑组织文化的影响。这种方法有望提高任务绩效和员工满意度,从而促进公共部门更有效的行政管理和服务提供。
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引用次数: 0
Changes in forklift driving performance and postures among novices resulting from training using a high-fidelity virtual reality simulator: An exploratory study 使用高保真虚拟现实模拟器进行培训后新手叉车驾驶性能和姿势的变化:探索性研究
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-11 DOI: 10.1016/j.ergon.2024.103648
Md Shafiqul Islam, Saman Jamshid Nezhad Zahabi, Sunwook Kim, Nathan Lau, Maury A. Nussbaum, Sol Lim

Virtual reality (VR) has emerged as a promising tool for training. Our study focused on training for forklift driving, to address an ongoing worker shortage, and the unknown impact of repeated VR training on task performance and kinematic adaptations. We trained 20 novice participants using a VR forklift simulator over two days, with two trials on each day, and including three different driving lessons of varying difficulties. Driving performance was assessed using task completion time, and we quantified kinematics of the head, shoulder, and lumbar spine. Repeated training reduced task completion time (up to ∼29.8% of initial trial) and decreased both kinematic variability and peak range of motion, though these effects were larger for lessons requiring higher precision than simple driving maneuvers. Our results highlight the potential of VR as an effective training environment for novice drivers and suggest that monitoring kinematics could help track skill acquisition during such training.

虚拟现实(VR)已成为一种前景广阔的培训工具。我们的研究侧重于叉车驾驶培训,以解决当前工人短缺的问题,以及反复 VR 培训对任务表现和运动适应性的未知影响。我们使用 VR 叉车模拟器对 20 名新手进行了为期两天的培训,每天进行两次试验,包括三节不同难度的驾驶课程。我们使用任务完成时间来评估驾驶表现,并对头部、肩部和腰椎的运动学进行量化。重复训练缩短了任务完成时间(达初始试验的 29.8%),并降低了运动学变异性和峰值运动范围,但这些影响在要求比简单驾驶动作更高精度的课程中更大。我们的研究结果凸显了 VR 作为新手驾驶员有效训练环境的潜力,并表明对运动学的监测有助于跟踪此类训练中的技能掌握情况。
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引用次数: 0
Pilot workload measurement model based on task complexity analysis 基于任务复杂性分析的试点工作量测量模型
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-05 DOI: 10.1016/j.ergon.2024.103637
Ziyi Wang, Shuang Liu, Xiaoru Wanyan, Yuqing Dang, Xingjiang Chen, Xingjuan Zhang

Developing pilot workload assessment method is conducive to improving pilot work efficiency and enhancing the reliability of flight operations. In this study, a pilot workload model based on task complexity analysis is built to predict the changing trend of workload under various task scenarios with different task difficulties. Based on multiple resource theory and entropy theory, a pilot workload model is constructed by integrating the analysis of node task complexity and structure task complexity. Further, the Bedford scale and time pressure survey are both adopted to subjectively investigate the workload of 25 flying cadets in the traffic pattern task to verify the model. The correlation coefficients between the theoretical prediction results and the actual measurement results are not less than 0.85, supporting the validity of the model. Besides, compared with the original Bedford workload scale, consideration of time pressure can effectively improve the consistencies between the theoretical prediction results of the model and the actual evaluation results of the flying cadets, indicating the advantage of strengthening the time pressure dimension when using the classic Bedford workload scale to measure the pilot workload. The pilot workload measurement model based on task complexity analysis proposed in this study can provide method support for the optimization designs of flight tasks and pilot training.

制定飞行员工作量评估方法有利于提高飞行员的工作效率,增强飞行运行的可靠性。本研究建立了基于任务复杂度分析的飞行员工作量模型,以预测不同任务难度下各种任务场景下的工作量变化趋势。基于多重资源理论和熵理论,综合分析节点任务复杂度和结构任务复杂度,构建了飞行员工作量模型。此外,还采用贝德福德量表和时间压力调查两种方法,对25名飞行学员在交通模式任务中的工作量进行了主观调查,以验证模型。理论预测结果与实际测量结果的相关系数不小于 0.85,证明了模型的有效性。此外,与原有的贝德福德工作量表相比,考虑时间压力能有效提高模型理论预测结果与飞行学员实际测评结果的一致性,说明在使用经典的贝德福德工作量表测量飞行员工作量时加强时间压力维度的优势。本研究提出的基于任务复杂性分析的飞行员工作量测量模型可为飞行任务和飞行员训练的优化设计提供方法支持。
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引用次数: 0
Establishing a user demand hierarchy model driven by a mental model for complex operating systems 建立由复杂操作系统心智模型驱动的用户需求层次模型
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-01 DOI: 10.1016/j.ergon.2024.103634
Wenyu Wu, Xuan Sun, Ziwei He, Weiran Rong, Hao Fan, Chengqi Xue

In complex human-computer interactions, issues such as task failures, system malfunctions, and frequent accidents caused by user errors are common. Therefore, it is necessary to study complex system interactions to enhance overall efficiency. This study focuses on the task interface of a digital twin system for computer numerical control (CNC) machine tools and examines the relationship between the user mental model and interface design elements. Key mental information is obtained through questionnaires and interviews, forming the basis for establishing a user mental model. High-frequency information words are extracted, experimental samples are designed, and importance rating surveys are conducted. Quantitative analysis methods, including factor analysis and weight calculation, are utilized to analyze the needs of target users. Consequently, a user demand hierarchy model is constructed. This approach aims to effectively reduce user errors in the human-computer interaction process within complex systems and enhance cognitive efficiency.

在复杂的人机交互过程中,任务失败、系统故障以及用户错误导致的事故频发等问题屡见不鲜。因此,有必要对复杂的系统交互进行研究,以提高整体效率。本研究以计算机数控(CNC)机床数字孪生系统的任务界面为重点,研究了用户心理模型与界面设计元素之间的关系。通过问卷调查和访谈获取关键心理信息,为建立用户心理模型奠定基础。提取高频信息词,设计实验样本,并进行重要性评级调查。利用因子分析和权重计算等定量分析方法,对目标用户的需求进行分析。由此,构建了用户需求层次模型。该方法旨在有效减少复杂系统中人机交互过程中的用户错误,提高认知效率。
{"title":"Establishing a user demand hierarchy model driven by a mental model for complex operating systems","authors":"Wenyu Wu,&nbsp;Xuan Sun,&nbsp;Ziwei He,&nbsp;Weiran Rong,&nbsp;Hao Fan,&nbsp;Chengqi Xue","doi":"10.1016/j.ergon.2024.103634","DOIUrl":"10.1016/j.ergon.2024.103634","url":null,"abstract":"<div><p>In complex human-computer interactions, issues such as task failures, system malfunctions, and frequent accidents caused by user errors are common. Therefore, it is necessary to study complex system interactions to enhance overall efficiency. This study focuses on the task interface of a digital twin system for computer numerical control (CNC) machine tools and examines the relationship between the user mental model and interface design elements. Key mental information is obtained through questionnaires and interviews, forming the basis for establishing a user mental model. High-frequency information words are extracted, experimental samples are designed, and importance rating surveys are conducted. Quantitative analysis methods, including factor analysis and weight calculation, are utilized to analyze the needs of target users. Consequently, a user demand hierarchy model is constructed. This approach aims to effectively reduce user errors in the human-computer interaction process within complex systems and enhance cognitive efficiency.</p></div>","PeriodicalId":50317,"journal":{"name":"International Journal of Industrial Ergonomics","volume":"103 ","pages":"Article 103634"},"PeriodicalIF":2.5,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142099275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the accuracy of a wireless sensor system for estimating lumbar moments during manual lifting tasks considering the effects of load weight, asymmetry, and height 考虑到负载重量、不对称和身高的影响,评估用于估算人工搬运过程中腰部力矩的无线传感器系统的准确性
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-01 DOI: 10.1016/j.ergon.2024.103636
Iván Nail-Ulloa , Rong Huangfu , Michael Zabala , Dania Bani Hani , Nathan Pool , Howard Chen , Mark C. Schall Jr. , Richard Sesek , Sean Gallagher

This study assessed the accuracy of L5/S1 moment estimates calculated with an Inertial Motion Capture (IMC) system during an asymmetrical and variable height lifting task. The effects of load weight, asymmetry, and lifting height on estimates of lumbar moment have not been comprehensively considered in studies using IMC systems. Thirty-six participants engaged in tasks involving three loads, lifting heights, and trunk rotation angles. Lumbar moments were calculated using bottom-up and top-down biomechanical models. Gold-standard Optical Motion Capture (OMC) and Force Plates (FP) were used as the reference. A randomized block partially confounded design was used to compare the root mean square errors (RMSE) between the IMC and OMC-based reference estimates. The IMC system's estimated peak moments were 12%–13% lower than those estimated using the gold standard OMC-BU inverse dynamics, while the RMSE varied between 19 and 21 Nm. A Load*Height interaction was found; a trend was identified where the RMSE values increased as both the load and height levels increased. The angle did not show a significant effect on any of the tested scenarios. A close correspondence between the IMC and OMC-based moment estimates was established, with the load being the main factor affecting the differences between systems. The IMC system shows potential for use in occupational settings to capture data on the lumbar moments of workers, which could be utilized to assess ergonomic risk.

本研究评估了惯性运动捕捉(IMC)系统在不对称和不同高度的举重任务中计算出的 L5/S1 扭矩估计值的准确性。在使用 IMC 系统进行的研究中,尚未全面考虑载荷重量、不对称和提升高度对腰部力矩估计值的影响。36 名参与者参与了涉及三种载荷、提升高度和躯干旋转角度的任务。使用自下而上和自上而下的生物力学模型计算腰部力矩。黄金标准的光学运动捕捉(OMC)和力板(FP)被用作参考。采用随机区组部分混杂设计来比较 IMC 和基于 OMC 的参考估计值之间的均方根误差 (RMSE)。IMC 系统估算的峰值力矩比使用黄金标准 OMC-BU 反动力学估算的峰值力矩低 12%-13%,而均方根误差在 19 到 21 牛米之间。载荷*高度之间存在交互作用;随着载荷和高度的增加,均方根误差值也呈上升趋势。角度对任何测试方案都没有明显影响。基于 IMC 和 OMC 的力矩估计值之间建立了密切的对应关系,载荷是影响系统间差异的主要因素。IMC 系统显示了在职业环境中使用的潜力,可用于获取工人腰部力矩的数据,从而评估人体工程学风险。
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引用次数: 0
The relationship between emotions and HRV under the stimulation of bra images 胸罩图像刺激下情绪与心率变异的关系
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-09-01 DOI: 10.1016/j.ergon.2024.103633
Xingyu Wen , Yujuan Wang , Chi Liu

It is a stressful ordeal in general to buy bras online aimlessly. The wise approach for eCommerce platform is to use emotion recognition to effectively assess consumers’ needs through the bra images, which can quickly close their preferences and accurately recommend them suitable bras. However, the significant physiological features that can be used for emotion recognition in fashion are still in the exploratory stage. This study focuses on the relationship between cardiac activity and emotional responses (the different levels of Satisfaction (S) and Attractiveness (A) under the stimulation of bra images. Firstly, we labelled 96 bra images in the dimensions and selected 45 bra images to make three groups of emotional stimuli using k-means clustering analysis. Then, we collected Photoplethysmogram (PPG) signals from 46 subjects consisting of 11 males and 35 females simulated by three groups of the stimuli, extracted 10 metrics of heart rate variability (HRV), and then analyzed the relationships between HRV and emotions based on their subjective evaluation. The males and females have different cardiac activity patterns under the same emotion, that the parasympathetic of males are more active than females. In a non-neutral emotion, the parasympathetic nervous system would keep an activated state. However, it is dominated by the parasympathetic nervous system whether in high or low satisfaction. While high and low attractiveness are respectively dominated by the sympathetic and parasympathetic nerves. The results of this study have certain significance for understanding the physiological phenomenon of emotions and further help to explore emotion recognition technology which can be used in product development to enhance the competitiveness of enterprises.

一般来说,漫无目的地在网上购买文胸是一种很有压力的折磨。对于电商平台来说,明智的做法是利用情感识别技术,通过文胸图片有效评估消费者的需求,从而快速贴近消费者的喜好,准确推荐合适的文胸。然而,可用于时尚情感识别的重要生理特征仍处于探索阶段。本研究主要探讨胸罩图像刺激下心脏活动与情绪反应(不同程度的满意度(S)和吸引力(A))之间的关系。首先,我们对 96 张胸罩图像进行了维度标注,并通过 k-means 聚类分析选取了 45 张胸罩图像作为三组情绪刺激。然后,我们收集了 46 名受试者(包括 11 名男性和 35 名女性)在三组刺激下的光电血流图(PPG)信号,提取了 10 个心率变异性指标,并根据受试者的主观评价分析了心率变异性与情绪之间的关系。在相同情绪下,男性和女性的心脏活动模式不同,男性的副交感神经比女性更活跃。在非中性情绪下,副交感神经系统会保持激活状态。然而,无论是高满意度还是低满意度,副交感神经系统都占据主导地位。而高吸引力和低吸引力则分别由交感神经和副交感神经主导。本研究的结果对于理解情绪的生理现象具有一定的意义,并有助于进一步探索情绪识别技术,将其应用于产品开发,提高企业的竞争力。
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引用次数: 0
Effects of prefabricated arch-support insole hardness on foot pressure and muscle activity in mountaineer porters during load-bearing tasks in mountainous terrain 预制足弓支撑鞋垫硬度对登山搬运工在山地负重时足部压力和肌肉活动的影响
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-08-26 DOI: 10.1016/j.ergon.2024.103635
Wei-Hsun Tai , Chiou-Jong Chen , Li-Wen Liu , Hsien-Te Peng

Background

The study aimed to compare the effects of medium hardness and high hardness arch-support insoles, with the latter modified by a soft forefoot pad, on foot pressure distribution and muscle activation during high-load carrying tasks in authentic mountainous trail environments.

Methods

Sixteen male mountaineer porters with experience in high-load carrying tasks participated in the experiments. They wore commercially available prefabricated arch-support insoles, specifically referred to as medium hardness arch-support material (MH) and high hardness arch-support material attached a 1-mm soft sponge pad to the forefoot area (HHSF) during uphill and downhill walking tasks with a 25-kg load. Foot pressure and muscle activation were measured using wireless pressure distribution insoles and a wireless surface electromyography system, respectively.

Results

The HHSF showed significantly higher perceived comfort scores and reduced foot pressure in specific regions during downhill walking (p < 0.05). It exhibited increased peak foot pressure in the forefoot during uphill walking (p < 0.05). The MH showed greater foot pressure in the second metatarsal during downhill walking and a larger contact area in the midfoot during uphill walking (p < 0.05). Muscle activation did not differ significantly between the two insoles (p > 0.05).

Conclusion

The study indicates that combining a high hardness arch-support insole with a soft forefoot pad may enhance comfort and potentially reduce foot injury risks, and improves foot propulsion and pressure distribution.

背景该研究旨在比较中等硬度和高硬度足弓支撑鞋垫(后者通过前脚掌软垫进行了改良)在真实山路环境中执行高负荷搬运任务时对脚压分布和肌肉激活的影响。方法16名具有高负荷搬运经验的男性登山搬运工参加了实验。他们穿着市售预制足弓支撑鞋垫(具体称为中等硬度足弓支撑材料(MH)和高硬度足弓支撑材料(HHSF)),在负重 25 公斤的情况下进行上坡和下坡行走。结果在下坡行走过程中,HHSF 的舒适感得分明显更高,特定区域的足底压力也有所降低(p <0.05)。在上坡行走时,HHSF 显示前脚掌的峰值足压增加(p < 0.05)。在下坡行走时,MH 在第二跖骨处表现出更大的足压,在上坡行走时,中足的接触面积更大(p <0.05)。结论该研究表明,将高硬度足弓支撑鞋垫与柔软的前脚掌垫结合使用,可提高舒适度,降低足部受伤风险,并改善足部推进力和压力分布。
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引用次数: 0
3D young female waist-leg modelling based on a hybrid 3d-scan and 2d-image approach 基于 3d 扫描和 2d 图像混合方法的年轻女性腰腿三维建模
IF 2.5 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2024-08-23 DOI: 10.1016/j.ergon.2024.103632
Xinwei Chen , Lingling Zhang , Bingfei Gu

To enhance the pant fit for individuals, this study proposed a method for constructing a 3D waist-leg mannequin based on body images and 3D point-clouds of young women. A total of 288 females aged 18–25 were measured using 3D body scanner and 2D image-shooting method to obtain 3D point-cloud data and body images. The 3D point-cloud data were analyzed to extract 33 sectional curves, including the cross-sectional curves and crotch curve, to identify key points on each curve. For the body images, key parameters related to curve position and shape, such as height, width, and thickness, were automatically extracted for modelling parameters. Curve generation rules were established based on correlation and regression analysis of the key points. The Individualized 3D mannequin was simulated by adjusting the curve centers at each characteristic position to align with the body images, and was validated by comparing the body sizes of the 3D mannequin with the actual measurements. The results indicated that the final simulated mannequin accurately represents the basic characteristics of the waist-leg shape, with significance values above 0.05, which showed the feasibility of the modelling method. Furthermore, 73.9% of the samples had an absolute error of less than 1 cm between the 3D mannequin and the actual measurements. This study can facilitate 3D body modelling from body images, and provide a reference to develop individualized apparel patterns for clothing customization.

为了提高个人的裤子合身度,本研究提出了一种基于年轻女性身体图像和三维点云构建三维腰腿模型的方法。研究人员使用三维人体扫描仪和二维图像拍摄法测量了 288 名 18-25 岁的女性,获得了三维点云数据和人体图像。通过对三维点云数据进行分析,提取了 33 条截面曲线,包括横截面曲线和胯部曲线,并确定了每条曲线上的关键点。对于人体图像,自动提取与曲线位置和形状相关的关键参数,如高度、宽度和厚度,作为建模参数。根据对关键点的相关性和回归分析,建立曲线生成规则。通过调整每个特征位置的曲线中心,使其与人体图像保持一致,模拟出个性化三维人体模型,并将三维人体模型的身体尺寸与实际测量值进行比较验证。结果表明,最终模拟的人体模型准确地表现了腰腿形状的基本特征,显著性值高于 0.05,这表明建模方法是可行的。此外,73.9% 的样本的三维人体模型与实际测量值之间的绝对误差小于 1 厘米。这项研究有助于根据人体图像进行三维人体建模,并为开发个性化服装图案提供参考,从而实现服装定制。
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引用次数: 0
期刊
International Journal of Industrial Ergonomics
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