| Presentation | 1995/7/21 Representation of Faces in Similarity Judgement Ayako Morisaki, Toshio Inui, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Mental representations of faces are investigated by using schematic faces and faces synthesized by computer graphics. Similarity spaces of those faces yielded by multidimensional scaling are compared with the principal component spaces on attribute values or Gauss-filtered images of these faces. A comparison to similarity spaces of internal representations of artificial neural networks that learned identity transformations of those faces is also made. It is suggested that faces are encoded in a multidimensional space, whose dimensions represent configural features, and that spatial representations are formed by a process that resembles principal component analysis, furthermore, it was shown that the process can be simulated by simple networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | computer graphics / multidimensional scaling / principal component analysis / neural network / identity transformation |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 1995/7/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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) | Representation of Faces in Similarity Judgement |
| Sub Title (in English) | |
| Keyword(1) | computer graphics |
| Keyword(2) | multidimensional scaling |
| Keyword(3) | principal component analysis |
| Keyword(4) | neural network |
| Keyword(5) | identity transformation |
| 1st Author's Name | Ayako Morisaki |
| 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 | 1995/7/21 |
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| Volume (vol) | vol.95 |
| Number (no) | 167 |
| Page | pp.pp.- |
| #Pages | 6 |
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