Paper Abstract and Keywords |
Presentation |
2024-02-23 09:30
An analysis of factors influencing gaze duration in free viewing Ryuya Chibata, Yuhei Ohsawa, Takeshi Kohama (Kindai Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, there has been considerable interest in studying human eye behavior and eye-gaze distribution to evaluate the design of advertisements, including websites. Although saliency maps are commonly used to predict gaze distribution, they cannot estimate gaze duration. On the other hand, it is widely accepted that objects in images affect human gaze, but more information is needed to understand the relationship between objects and gaze duration. In this study, we investigated and formulated the factors that affect gaze duration. We predicted it using linear multiple regression analysis for the image feature space in the saliency map model (saliency space) and the feature space that contributes to object judgment in images (object space). We used the coefficients of determination of multiple regressions to evaluate the simulation results. Our analysis revealed that the intersubject mean of the coefficient of determination for the test image was significantly higher in the object space than in the saliency space. The mean value of the coefficient of determination was practically zero in both spaces, which implies that a nonlinear function should be used to forecast gaze duration. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Freeview / Saccade / Gaze duration / Linear multiple regression model / / / / |
Reference Info. |
ITE Tech. Rep., vol. 48, no. 7, HI2024-4, pp. 15-18, Feb. 2024. |
Paper # |
HI2024-4 |
Date of Issue |
2024-02-15 (HI) |
ISSN |
Online edition: ISSN 2424-1970 |
Download PDF |
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Conference Information |
Committee |
IEICE-HIP HI VRPSY ASJ-H |
Conference Date |
2024-02-22 - 2024-02-23 |
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(See Japanese page) |
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Paper Information |
Registration To |
HI |
Conference Code |
2024-02-HIP-HI-VRPSY-H |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An analysis of factors influencing gaze duration in free viewing |
Sub Title (in English) |
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Freeview |
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Saccade |
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Gaze duration |
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Linear multiple regression model |
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1st Author's Name |
Ryuya Chibata |
1st Author's Affiliation |
Kindai University (Kindai Univ.) |
2nd Author's Name |
Yuhei Ohsawa |
2nd Author's Affiliation |
Kindai University (Kindai Univ.) |
3rd Author's Name |
Takeshi Kohama |
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Kindai University (Kindai Univ.) |
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Speaker |
Author-1 |
Date Time |
2024-02-23 09:30:00 |
Presentation Time |
20 minutes |
Registration for |
HI |
Paper # |
HI2024-4 |
Volume (vol) |
vol.48 |
Number (no) |
no.7 |
Page |
pp.15-18 |
#Pages |
4 |
Date of Issue |
2024-02-15 (HI) |
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