| Presentation | 2017-05-26 Characteristics of Gaze Estimation by Saliency Map Under Bottom-up Attention Yuma Kobayashi, Hironobu Takano, Kiyomi Nakamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Saliency map is an estimation model of bottom-up attention which is derived with physical features. However, the measured gaze data always coincides with the saliency map even if the top-down attention is inhibited. The reason of this problem is that the weight of each feature for constructing the saliency map is not suitable. Toimprove the gaze estimation accuracy by the saliency map model, we investigate the relationship between the gazeheat map and visual saliency. The visual saliency are calculated with color, intensity, and orientation features, re-spectively. The Itti’s model is also adopted in the analysis. From experimental results, the visual saliency calculatedwith the only orientation feature was most consistent with the observed gaze data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Saliency map / Bottom-up attention / Gaze estimation |
| Paper # | MBE2017-2 |
| Date of Issue | 2017-05-19 (MBE) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2017/5/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyama Prefectural Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Masafumi Hagiwara(Keio Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Yutaka Hirata(Chubu Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Yutaka Hirata(Toyama Pref. Univ.) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Characteristics of Gaze Estimation by Saliency Map Under Bottom-up Attention |
| Sub Title (in English) | |
| Keyword(1) | Saliency map |
| Keyword(2) | Bottom-up attention |
| Keyword(3) | Gaze estimation |
| 1st Author's Name | Yuma Kobayashi |
| 1st Author's Affiliation | Toyama Prefectural University(Toyama Pref. Univ.) |
| 2nd Author's Name | Hironobu Takano |
| 2nd Author's Affiliation | Toyama Prefectural University(Toyama Pref. Univ.) |
| 3rd Author's Name | Kiyomi Nakamura |
| 3rd Author's Affiliation | Toyama Prefectural University(Toyama Pref. Univ.) |
| Date | 2017-05-26 |
| Paper # | MBE2017-2 |
| Volume (vol) | vol.117 |
| Number (no) | MBE-63 |
| Page | pp.pp.7-11(MBE), |
| #Pages | 5 |
| Date of Issue | 2017-05-19 (MBE) |