| Presentation | 2014-03-07 Study of the Optimal Number and Locations of Facial Feature Points in Generating Portraits Using Neural Networks Guoyong FANG, Makoto ENOMOTO, Jun OHYA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We study a system that can automatically generate portraits from face images using multi-layered neural networks, for which image features of the face detected by ASM are the inputs, the portrait drawn by an illustrator are teaching signals, and back-propagation algorithms are performed for learning. This system aims at outputting portraits that do not depend on deformations of the line drawing traced from the face image, and captures the drawing style of an individual artist. The number and locations of feature points detected by ASM could affect quality of generated portraits. This paper reports new results that was not clear in our laboratory conventional research. We study the optimal number and locations of the detected facial feature points in generating portraits. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Portraits / Active Shape Model / Neural Networks |
| Paper # | IMQ2013-54,IE2013-163,MVE2013-92 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2014/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study of the Optimal Number and Locations of Facial Feature Points in Generating Portraits Using Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Portraits |
| Keyword(2) | Active Shape Model |
| Keyword(3) | Neural Networks |
| 1st Author's Name | Guoyong FANG |
| 1st Author's Affiliation | Waseda Univ., GITS() |
| 2nd Author's Name | Makoto ENOMOTO |
| 2nd Author's Affiliation | Waseda Univ., GITI |
| 3rd Author's Name | Jun OHYA |
| 3rd Author's Affiliation | Waseda Univ., GITI |
| Date | 2014-03-07 |
| Paper # | IMQ2013-54,IE2013-163,MVE2013-92 |
| Volume (vol) | vol.113 |
| Number (no) | 470 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |