| Presentation | 2012-05-17 Reconstruction of dynamic 3D expression images from one facial image using subspace learning Shunya OSAWA, Mamoru ISHIMOTO, Guifang DUAN, Yen-Wei CHEN, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Dynamic 3D facial expression images are important in many computer vision and graphic applications, such as expression recognition and animation. However, it is difficult to establish dynamic 3D expression images since it takes much cost and time. Thus, in my research, We try to reconstructed dynamic 3D images from only one facial image using machine learning approach. The results show that the proposed method can effectively generate the dynamic 3D expression images using only one input 2D image of 2816 by 2112 in size, and the average error is 8 pixel. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | PCA(principal component analysis) / pseudo-inverse matrix / dynamic 3D expression |
| Paper # | IE2012-16,PRMU2012-1,MI2012-1 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2012/5/10(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) | Reconstruction of dynamic 3D expression images from one facial image using subspace learning |
| Sub Title (in English) | |
| Keyword(1) | PCA(principal component analysis) |
| Keyword(2) | pseudo-inverse matrix |
| Keyword(3) | dynamic 3D expression |
| 1st Author's Name | Shunya OSAWA |
| 1st Author's Affiliation | Infomation Science and Engineering, Ritsumeikan University() |
| 2nd Author's Name | Mamoru ISHIMOTO |
| 2nd Author's Affiliation | Infomation Science and Engineering, Ritsumeikan University |
| 3rd Author's Name | Guifang DUAN |
| 3rd Author's Affiliation | Infomation Science and Engineering, Ritsumeikan University |
| 4th Author's Name | Yen-Wei CHEN |
| 4th Author's Affiliation | Infomation Science and Engineering, Ritsumeikan University |
| Date | 2012-05-17 |
| Paper # | IE2012-16,PRMU2012-1,MI2012-1 |
| Volume (vol) | vol.112 |
| Number (no) | 36 |
| Page | pp.pp.- |
| #Pages | 6 |
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