Vision-based modeling of human behavior in production process

机译：基于视觉的生产过程中人类行为建模

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This paper proposes a vision-based human modeling by using both analytical property of human body performance and the concurrent gaze pattern for production process. Authors developed two systems required for 3D motion analysis: firefly capturing camera (FCC) characterized by the monocular camera with large spherical aberration of lens measures the 3D positions of point light sources attached on an object in real time without any special lighting, and passive eye camera (PEC) attached in front of the head extracts irises motion based on the facial image processing such as Hough transform for iris detection and gaze analysis. Authors demonstrated FCC and PEC are effective to construct the vision-based model of human behavior in production process.

机译：本文利用人体性能的分析特性和生产过程中的并发注视模式，提出了一种基于视觉的人体建模方法。作者开发了两种3D运动分析所需的系统：萤火虫捕捉相机（FCC），其特征是具有大球面像差的单眼相机，无需任何特殊照明即可实时测量附着在物体上的点光源的3D位置，以及被动眼安装在头部前部的摄像头（PEC）基于面部图像处理（例如霍夫变换）提取虹膜运动，以进行虹膜检测和注视分析。作者证明了FCC和PEC可有效地构建生产过程中基于视觉的人类行为模型。

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《Human System Interactions, 2009. HSI '09》|2009年|697-700|共4页
会议地点 Catania(IT);Catania(IT)
作者
Funahashi T.; Fujiwara T.; Koshimizu H.;
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作者单位

Sch. of Inf. Sci. Technol., Chukyo Univ., Nagoya;

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关键词
cameras; computer vision; face recognition; image motion analysis; production engineering computing; solid modelling; 3D motion analysis; concurrent gaze pattern; facial image processing; firefly capturing camera; human body performance analytical property; industrial production process; irises motion extraction; monocular camera; passive eye camera; vision-based human behavior modeling; FCC; Gaze analysis; Human performance; PEC; Vision-based; Visual inspection;

机译：相机;计算机视觉;面部识别;图像运动分析;生产工程计算;实体建模; 3D运动分析;并发注视模式;面部图像处理;萤火虫捕捉相机;人体性能分析特性;工业生产过程;虹膜运动提取;单目摄像头;被动式摄像头;基于视觉的人类行为建模; FCC;注视分析;人类表现; PEC;基于视觉;视觉检查;

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KKT is a science wing that tries to solve human problems with a wider perspective aimed at solving problematic human behaviors (Plumb, Stewart, Dahl and Lundgren, 2009). It is seen that there is very little research about the new approach of ACT approach when the aiming country of our country is screened and it is thought that our country will contribute to the field of psychological counseling with the work done. In the scope of the research, experimental and control groups and preliminary test, post-test and follow-up measurements of 2x3 experimental design were used. The study's study group consists of a total of 24 (12 experimental and 12 control groups) university students studying in different departments and levels, continuing their education in the academic year of 2015-2016 in Ağrı province and İbrahim Chechen University in 2015-2016 academic year. The average age of participants in the experiment and control group is 20. 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Participants in the experimental and control groups; homogeneity test results for decision-style pre-test measurements indicate that the data are homogeneous. According to the results of the Mauchly Globalness Test, it has been determined that working supports the hypothesis. It was determined that there was no significant difference between the pre-test scores obtained from dependent decision-making style of experiment and control groups, but the test group showed lower mean scores at the significant level within the scores of post-test and follow-up tests. Therefore, it can be said that the ACT-oriented psychoeducation program applied to the experimental group reduces the dependent decision-making style scores from the decision style sub-dimensions and the psychoeducation program has a lasting effect. 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It was determined that the experimental and control groups differed significantly from the pre-test scores obtained from the avoidant decision-making style but did not show any significant change within the scores of the post-test and follow-up tests. [O] . mustafa ercengiz, ali haydar şar 2018

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8. Acquisition and production of skilled behavior in dynamic decision-making tasks: Modeling strategic behavior in human-automation interaction: Why and aid can (and should) go unused [R] . Kirlik, Alex 1991

机译：在动态决策任务中获取和生成熟练行为：在人 - 自动化交互中建模战略行为：为什么和援助可以（并且应该）未使用

Vision-based modeling of human behavior in production process

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