Automatic Document Type Classification Using Eye Movements and EgocentricImages
| Language | Japanese |
|---|---|
| Type | Journal Articles |
| Authors | Yuki SHIGA, Yuzuko UTSUMI, Masakazu IWAMURA, Kai KUNZE, Koichi KISE |
| Title | Automatic Document Type Classification Using Eye Movements and EgocentricImages |
| Journal | Trans. IEICE |
| Vol. | J99-D |
| No. | 9 |
| Pages | pp.950-958 |
| Reviewed | Reviewed |
| Date | September 2016 |
| Research fields | Reading-Life Log |
| DOI | 10.14923/transinfj.2015JDP7079 |
| URL | http://search.ieice.org/bin/summary.php?id=j99-d_9_950 |
| Key | Shiga2016_IEICE (id=1521) |
Abstract
Reading-Life Log aims to record reading activities. Recording reading activities manually is laborious. If reading activities can be recorded automatically, people will be able to record reading activities more easily. Though we classified document categories by using egocentric images recorded with a wearable camera for the purpose of recording reading activities automatically, it requires manual cropping of document regions. In this paper, we propose an automatic document classification method. It uses not only image features but gaze features to increase classification accuracy.
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