Glance behavior as design indices of in-vehicle visual support system: A study using crane simulators

Chew, Jouh Yeong; Ohtomi, Koichi; Suzuki, Hiromasa

doi:10.1016/j.apergo.2018.07.005

Cited by 11 publications

(8 citation statements)

References 26 publications

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“…We found that the majority of studies that used remote eye tracking systems in aviation (16%) and maritime (33%) scenarios were mainly in the context of air traffic control monitoring [ 7 , 18 , 38 , 48 , 56 , 65 , 69 , 76 ] and evaluation of computer systems and interfaces [ 36 , 37 , 80 ]. In the case of eye tracking research for construction applications, remote eye tracking systems were mainly used in studies that employed images presented in computer monitors to study visual search patterns [ 16 , 19 , 82 , 93 ] and for visual support systems [ 88 ]. Moreover, among all three industry sectors analysed, only one study in construction applications used tower-mounted eye tracking [ 86 ].…”

Section: Resultsmentioning

confidence: 99%

“…Nonetheless, the impact of the new information provided to the crane operator is unknown. Taking this into consideration, Chew et al [ 88 ] used eye tracking to improve the design of construction cranes’ visual support systems. For this purpose, they employed a crane simulator with various IVVS designs and developed a gaze analysis solution for dynamic AOIs.…”

Section: Resultsmentioning

confidence: 99%

“…Chew at al. [ 88 ] used a computer vision tool to track the moving load of cranes to improve cranes’ IVVS. In another study, Weibel at al.…”

Section: Resultsmentioning

confidence: 99%

“…Crane operation operators face challenges such as load oscillation, control input lag, and depth perception in the radial direction [88]. To facilitate crane operation, in-vehicle visual support systems (IVVSs) equipped with external cameras can be used, informing the operator about the operation state [88]. Nonetheless, the impact of the new information provided to the crane operator is unknown.…”

Section: Foretellingmentioning

confidence: 99%

See 3 more Smart Citations

Application of Eye Tracking Technology in Aviation, Maritime, and Construction Industries: A Systematic Review

Martinez-Marquez

Pingali

Panuwatwanich

et al. 2021

Sensors

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Most accidents in the aviation, maritime, and construction industries are caused by human error, which can be traced back to impaired mental performance and attention failure. In 1596, Du Laurens, a French anatomist and medical scientist, said that the eyes are the windows of the mind. Eye tracking research dates back almost 150 years and it has been widely used in different fields for several purposes. Overall, eye tracking technologies provide the means to capture in real time a variety of eye movements that reflect different human cognitive, emotional, and physiological states, which can be used to gain a wider understanding of the human mind in different scenarios. This systematic literature review explored the different applications of eye tracking research in three high-risk industries, namely aviation, maritime, and construction. The results of this research uncovered the demographic distribution and applications of eye tracking research, as well as the different technologies that have been integrated to study the visual, cognitive, and attentional aspects of human mental performance. Moreover, different research gaps and potential future research directions were highlighted in relation to the usage of additional technologies to support, validate, and enhance eye tracking research to better understand human mental performance.

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Section: Resultsmentioning

confidence: 99%

Section: Resultsmentioning

confidence: 99%

“…Chew at al. [ 88 ] used a computer vision tool to track the moving load of cranes to improve cranes’ IVVS. In another study, Weibel at al.…”

Section: Resultsmentioning

confidence: 99%

Section: Foretellingmentioning

confidence: 99%

See 2 more Smart Citations

Application of Eye Tracking Technology in Aviation, Maritime, and Construction Industries: A Systematic Review

Martinez-Marquez

Pingali

Panuwatwanich

et al. 2021

Sensors

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show abstract

“…In this paper, fixations are assigned to AOI s, and AOI s are defined based on 3D objects in virtual environment [26]. There exists a one-one correspondence between the AOI s and the objects.…”

Section: Methodsmentioning

confidence: 99%

New Measures of Visual Scanning Efficiency and Cognitive Effort

Schoeffmann

et al. 2020

Preprint

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Visual scanning plays an important role in sampling visual information from the surrounding environments for a lot of everyday sensorimotor tasks, such as walking and car driving. In this paper, we consider the problem of visual scanning mechanism underpinning sensorimotor tasks in 3D dynamic environments. We exploit the use of eye tracking data as a biomarker, for indicating the visuo-motor behavioral measures in the context of virtual driving. A new metric of visual scanning efficiency (VSE), which is defined as a mathematical divergence between a fixation distribution and a distribution of optical flows induced by fixations, is proposed by making use of a widely-known information theoretic tool, the square root of Jensen-Shannon divergence. Based on the proposed efficiency metric, a cognitive effort measure (CEM) is developed by using the concept of quantity of information. Psychophysical eye tracking studies, in virtual reality based driving, are conducted to reveal that the new metric of visual scanning efficiency can be employed very well as a proxy evaluation for driving performance. In addition, the effectiveness of the proposed cognitive effort measure is demonstrated by a strong correlation between this measure and pupil size change. These results suggest that the exploitation of eye tracking data provides an effective biomarker for sensorimotor behaviors.

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Monitoring Attention of Crane Operators During Load Oscillations Using Gaze Entropy Measures

Chew

Ohtomi

Suzuki

2021

HCI International 2021 - Late Breaking Papers: Cognition, Inclusion, Learning, and Culture

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Glance behavior as design indices of in-vehicle visual support system: A study using crane simulators

Cited by 11 publications

References 26 publications

Application of Eye Tracking Technology in Aviation, Maritime, and Construction Industries: A Systematic Review

Application of Eye Tracking Technology in Aviation, Maritime, and Construction Industries: A Systematic Review

New Measures of Visual Scanning Efficiency and Cognitive Effort

Monitoring Attention of Crane Operators During Load Oscillations Using Gaze Entropy Measures

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