| Presentation | 1996/3/7 Category Dependence of Generalization in Object Recognition Shigeaki Nishina, Toshio Inui, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Faculty of generalization from a known view to an unknown view of a object is necessary for systems of object recognition which depend on multiple-view representations. In this study, we first show that generalization range is broadened as subjects' familiarity with objects increases. Second, we show that the improvement depends not only on the familiarity with each object but also on its category. These results cannot be explained by the models such as GRBF or HBF network in which each view of each object is acquired independently. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | object recognition / view-based representation / GRBF / familiarity / category |
| Paper # | HIP95-40 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 1996/3/7(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) | Category Dependence of Generalization in Object Recognition |
| Sub Title (in English) | |
| Keyword(1) | object recognition |
| Keyword(2) | view-based representation |
| Keyword(3) | GRBF |
| Keyword(4) | familiarity |
| Keyword(5) | category |
| 1st Author's Name | Shigeaki Nishina |
| 1st Author's Affiliation | Department of Psychology, Faculty of Letters, Kyoto University() |
| 2nd Author's Name | Toshio Inui |
| 2nd Author's Affiliation | Department of Psychology, Faculty of Letters, Kyoto University |
| Date | 1996/3/7 |
| Paper # | HIP95-40 |
| Volume (vol) | vol.95 |
| Number (no) | 554 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |