Literature DB >> 28802427

Experimental study on visual detection for fatigue of fixed-position staff.

Baisheng Nie1, Xin Huang2, Yang Chen3, Anjin Li2, Ruming Zhang3, Jinxin Huang2.   

Abstract

Fatigue can lead to decreased work performance and poorer safety and health condition. Fatigue is ubiquitous in production and in life, while the research on it is mainly concentrated in the automotive driving, aircraft piloting and other fields, and it is insufficient to study on the fatigue of fixed-position staff. This paper puts forward a non-contact visual image method, which can monitor the extent of fatigue of fixed-position staff. Fatigue threshold used in judgment is obtained by processing the recorded data of visual images of the experimental subjects when fatiguing and by analyzing eye closure time, percentage of eyelid closure (PERCLOS) value, frequency and number of blinks. The results show that there is significant difference among the four indicators before and after experiment subjects undergo fatigue. The fatigue of experimental subjects is obvious when eye closure time is 3.5 s/min, PERCLOS value 6%, and blink frequency 0.4 times/s. This provides a reference for a wider range of detection of fatigue and a method for avoiding mistakes and accidents.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Keywords:  Fatigue; Image processing; PERCLOS

Mesh:

Year:  2017        PMID: 28802427     DOI: 10.1016/j.apergo.2017.05.010

Source DB:  PubMed          Journal:  Appl Ergon        ISSN: 0003-6870            Impact factor:   3.661


  3 in total

1.  Improving Eye-Computer Interaction Interface Design: Ergonomic Investigations of the Optimum Target Size and Gaze-triggering Dwell Time.

Authors:  Ya-Feng Niu; Yue Gao; Ya-Ting Zhang; Cheng-Qi Xue; Li-Xin Yang
Journal:  J Eye Mov Res       Date:  2020-09-25       Impact factor: 0.957

2.  Visual responses of patients with generalized anxiety disorder who cycling in the virtual sportscapes with different tree cover densities.

Authors:  Tsai-Chiao Wang; Chia-Liang Tsai; Ta-Wei Tang
Journal:  Front Psychiatry       Date:  2022-08-16       Impact factor: 5.435

3.  On Fatigue Detection for Air Traffic Controllers Based on Fuzzy Fusion of Multiple Features.

Authors:  Yi Hu; Zhuo Liu; Aiqin Hou; Chase Wu; Wenbin Wei; Yanjun Wang; Min Liu
Journal:  Comput Math Methods Med       Date:  2022-10-11       Impact factor: 2.809

  3 in total

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