| Presentation | 2006-12-01 Automatic Synthesizer of Higher-order Facial Impressions based on the Impression Transfer Vector Method Tomohiro AKITA, Teruko SAKURAI, Yuhya OKADA, Hanae ISHI, Yuiko SAKUTA, Jiro GYOBA, Shigeru AKAMATSU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study developed a system that synthesizes a higher-order impression such as gracefulness of the face by an impression transfer vector method. Facial pictures were mathematically represented in high-dimensional vectors by separating the shape and texture information. Variation in appearance was coded in a small number of parameters by applying principal component analysis (PCA), and thus a morphable model of face patterns was constructed in terms of these parameters. Based on preliminary psychological experiments conducted by applying a semantic differential method and factor analysis, some of the parameters corresponding to specific principal components derived by PCA were found sensitive to the impression in focus, such as the gracefulness of the face. The impression transfer vector was then defined using only the selected parameters and was applied to image manipulation. The obtained results clearly indicated that the impression transfer vector defined by the selected components could modulate facial gracefulness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | facial image / KANSEI information processing / impressions / eigenface / impression transfer vector / semantic differential method / factor analysis |
| Paper # | IE2006-111 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2006/11/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Synthesizer of Higher-order Facial Impressions based on the Impression Transfer Vector Method |
| Sub Title (in English) | |
| Keyword(1) | facial image |
| Keyword(2) | KANSEI information processing |
| Keyword(3) | impressions |
| Keyword(4) | eigenface |
| Keyword(5) | impression transfer vector |
| Keyword(6) | semantic differential method |
| Keyword(7) | factor analysis |
| 1st Author's Name | Tomohiro AKITA |
| 1st Author's Affiliation | Dept. of Systems Control Engineering, Hosei University() |
| 2nd Author's Name | Teruko SAKURAI |
| 2nd Author's Affiliation | Tokyo University |
| 3rd Author's Name | Yuhya OKADA |
| 3rd Author's Affiliation | Graduate School of Engineering, Hosei University |
| 4th Author's Name | Hanae ISHI |
| 4th Author's Affiliation | Miyagi National College of Technology |
| 5th Author's Name | Yuiko SAKUTA |
| 5th Author's Affiliation | Japan Society for the Promotion of Science |
| 6th Author's Name | Jiro GYOBA |
| 6th Author's Affiliation | Tohoku University |
| 7th Author's Name | Shigeru AKAMATSU |
| 7th Author's Affiliation | Dept. of Systems Control Engineering, Hosei University:Graduate School of Engineering, Hosei University |
| Date | 2006-12-01 |
| Paper # | IE2006-111 |
| Volume (vol) | vol.106 |
| Number (no) | 398 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |