| Budget Amount *help |
¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2021: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2020: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2019: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2018: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
|
|---|
| Outline of Final Research Achievements |
This research project aims to estimate individuals' mental states through their gazing behavior. To achieve this, we developed technologies that measure and estimate gaze, along with ones for estimating mental states using this data. This project involves the following four topics; 1) modeling the eye-head coordination movement, an unconscious reflex of people, to estimate the direction of gaze through machine learning, 2) visual search behavior analysis under a VR environment to estimate mental health, and 3) analysis of the students' gazing behavior to estimate their level of understanding during lectures. We also revealed that the eye-head coordination model is not only useful for gaze estimation but also for mental state estimation.
|
