| Paper Abstract and Keywords |
| Presentation |
2018-08-10 11:50
Gaze Estimation based on Visual Attention Model
Sho Oi (Ritsumeikan Univ.), Mutsuo Sano (OIT), Hajime Tabuchi, Fumie Saito, Satoshi Umeda (Keio Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Gaze information about human is important to judge the attention function in the human. For example, gaze information during car driving and cooking are important. We suggested being able to evaluate attention function from activities of daily living. We acquire gaze information using an eye tracker. The eye tracker is able to estimate high accuracy, however, it is expensive and difficult to operate. In this paper, we discuss a method to estimate gaze without calibration. Specifically, we estimate gaze from visual attention model inhuman. The visual attention model is made from a bottom-up model and a top-down model. However, the brain in human has parts that react to face, body-parts and so. Therefore, we defined a category-specific attention, integrates previous model and category-specific attention, and estimate gaze information. As a result, we present that gaze is similar using the proposed model than the previous model. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Visual Attention Model / Bottom-Up Attention / Top-Down Attention / Specific-Category Attention / Gaze Estimation / / / |
| Reference Info. |
ITE Tech. Rep., vol. 42, pp. 57-60, Aug. 2018. |
| Paper # |
|
| Date of Issue |
2018-08-02 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IIEEJ AIT |
| Conference Date |
2018-08-09 - 2018-08-10 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Shinshu Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2018-08-IIEEJ-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Gaze Estimation based on Visual Attention Model |
| Sub Title (in English) |
|
| Keyword(1) |
Visual Attention Model |
| Keyword(2) |
Bottom-Up Attention |
| Keyword(3) |
Top-Down Attention |
| Keyword(4) |
Specific-Category Attention |
| Keyword(5) |
Gaze Estimation |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Sho Oi |
| 1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ.) |
| 2nd Author's Name |
Mutsuo Sano |
| 2nd Author's Affiliation |
Osaka Institute of Technology (OIT) |
| 3rd Author's Name |
Hajime Tabuchi |
| 3rd Author's Affiliation |
Keio University (Keio Univ.) |
| 4th Author's Name |
Fumie Saito |
| 4th Author's Affiliation |
Keio University (Keio Univ.) |
| 5th Author's Name |
Satoshi Umeda |
| 5th Author's Affiliation |
Keio University (Keio Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2018-08-10 11:50:00 |
| Presentation Time |
25 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2018-167 |
| Volume (vol) |
vol.42 |
| Number (no) |
no.26 |
| Page |
pp.57-60 |
| #Pages |
4 |
| Date of Issue |
2018-08-02 (AIT) |