| Presentation | 2003/1/27 A model of visual attention based on scale-space analysis and cognitive phenomena of humans Shunji SATOH, Shogo MIYAKE, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A model for visual attention based on scale-space theory is proposed by employing results given by neurophysiological experiments and cognitive phenomena of humans on the vision. The major parts of the model are (a) a model of early vision, and (b) a computational model for focus of attention (FOA) . First, it is indicated that the model of early vision can be described as a discretized scale-space, and equations denoting the behavior of early vision are given. Next, the FOA model is constructed based on scale-space theory. Numerical simulations show that (1) the model successively gives attention to the center of each object ; the results are qualitatively consistent with cognitive phenomena of humans, and (2) it estimates appropriate scales for objects. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | visual attention / focal region / scale-space theory / multi-channel model / object detection |
| Paper # | NC2002-109 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2003/1/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A model of visual attention based on scale-space analysis and cognitive phenomena of humans |
| Sub Title (in English) | |
| Keyword(1) | visual attention |
| Keyword(2) | focal region |
| Keyword(3) | scale-space theory |
| Keyword(4) | multi-channel model |
| Keyword(5) | object detection |
| 1st Author's Name | Shunji SATOH |
| 1st Author's Affiliation | Faculty of Engineering, Tohoku University() |
| 2nd Author's Name | Shogo MIYAKE |
| 2nd Author's Affiliation | Faculty of Engineering, Tohoku University |
| Date | 2003/1/27 |
| Paper # | NC2002-109 |
| Volume (vol) | vol.102 |
| Number (no) | 627 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |