| Presentation | 2013-09-02 Gaze Point Prediction with Gap Structure Models Ryo YONETANI, Hiroaki KAWASHIMA, Takashi MATSUYAMA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | When we are watching videos, there exist spatiotemporal gaps between salient regions that attract visual attention and actual points of gaze. These gaps result from reaction delays or anticipation in eye movements toward dynamic changes of the salient regions (saliency dynamics). In this paper, we exploit the underlying structures of the gaps for gaze point prediction from videos. The proposed method involves the relationships between the gaps and the saliency dynamics by introducing localized primitive patterns of salient regions for the description of saliency dynamics. It enables us to learn ``what types of saliency dynamics can be observed around the points of gaze'' in a data-driven fashion for the gaze point prediction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | saliency dynamics / eye movements / non-negative matrix factorization |
| Paper # | PRMU2013-41,IBISML2013-21 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 2013/8/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Gaze Point Prediction with Gap Structure Models |
| Sub Title (in English) | |
| Keyword(1) | saliency dynamics |
| Keyword(2) | eye movements |
| Keyword(3) | non-negative matrix factorization |
| 1st Author's Name | Ryo YONETANI |
| 1st Author's Affiliation | Graduate School of Informatics, Kyoto University() |
| 2nd Author's Name | Hiroaki KAWASHIMA |
| 2nd Author's Affiliation | Graduate School of Informatics, Kyoto University |
| 3rd Author's Name | Takashi MATSUYAMA |
| 3rd Author's Affiliation | Graduate School of Informatics, Kyoto University |
| Date | 2013-09-02 |
| Paper # | PRMU2013-41,IBISML2013-21 |
| Volume (vol) | vol.113 |
| Number (no) | 196 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |