Comparison of Eye Movements among Ages while Viewing 3D Video Clips

Ono, Rentaro; Tanaka, Hiroki

doi:10.1541/ieejeiss.141.752

Cited by 1 publication

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“…In our previous study, we compared the radial motion of the young with that of the elderly while viewing stereoscopic video clips by using indices of stabilometry such as total locus length, area of sway, and sparse density [28]; significant differences were found in the sway value of the radial motion in the young, however, no statistical differences were found in the elderly. In this study, high accuracy for the elderly was obtained from the ML to classify between the radial motion in the central and that in the peripheral vision for relatively long-time interval as 20 s.…”

Section: Discussionmentioning

confidence: 99%

A Study for Statistical Machine Learning to Classify Radial Motions

Itatu

Matsuura

Shiozawa

et al. 2022

FORMA

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It has been reported that the motion sickness is induced by visual approaches especially in the peripheral vision. Human visual information in peripheral is processed along dorsal streams in the brain. In this paper, we measured the radial motion of the young and the elderly while viewing video clips. We herein conducted the statistical machine learning (ML) to classify any test data into the peripheral and central vision. As a result, the values of the accuracy in the young were tended to be higher than those in the elderly. In addition, a comparison of the correct rate of the classification between peripheral and central vision showed that the rate for the central vision was higher than that for the peripheral vision.

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Section: Discussionmentioning

confidence: 99%