| Presentation | 2011-02-22 Evaluating Conventional Saliency Map Models for Estimating Human Egocentric Visual Attention Kentaro YAMADA, Yusuke SUGANO, Takahiro OKABE, Yoichi SATO, Akihiro SUGIMOTO, Kazuo HIRAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The validity of using conventional saliency map models to predict human attention was investigated for video captured with an egocentric camera. To evaluate the validity of using saliency map models for egocentric vision, an experiment was carried out to examine the correlation between saliency maps and measured gaze points for egocentric vision. The results show that conventional models can predict visually salient regions better than chance for egocentric vision and that the accuracy decreases significantly with an increase in visual motion induced by egomotion, which is presumably compensated for in the human visual system. This latter finding indicates that a visual saliency model is needed that can better predict human visual attention from egocentric videos. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visual saliency / Visual attention / Gaze / First person vision |
| Paper # | HIP2010-94 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2011/2/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluating Conventional Saliency Map Models for Estimating Human Egocentric Visual Attention |
| Sub Title (in English) | |
| Keyword(1) | Visual saliency |
| Keyword(2) | Visual attention |
| Keyword(3) | Gaze |
| Keyword(4) | First person vision |
| 1st Author's Name | Kentaro YAMADA |
| 1st Author's Affiliation | Institute of Industrial Science, The University of Tokyo() |
| 2nd Author's Name | Yusuke SUGANO |
| 2nd Author's Affiliation | Institute of Industrial Science, The University of Tokyo |
| 3rd Author's Name | Takahiro OKABE |
| 3rd Author's Affiliation | Institute of Industrial Science, The University of Tokyo |
| 4th Author's Name | Yoichi SATO |
| 4th Author's Affiliation | Institute of Industrial Science, The University of Tokyo |
| 5th Author's Name | Akihiro SUGIMOTO |
| 5th Author's Affiliation | National Institute of Informatics |
| 6th Author's Name | Kazuo HIRAKI |
| 6th Author's Affiliation | Graduate School of Arts and Sciences, The University of Tokyo |
| Date | 2011-02-22 |
| Paper # | HIP2010-94 |
| Volume (vol) | vol.110 |
| Number (no) | 422 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |