| Presentation | 2021-03-05 Proposal of an Image-Based Virtual Try-on System with a Garment Extraction Takumi Ikenaga, Shudai Ishikawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the study of virtual fitting has a lot of attention. In recent studies, an image-based virtual try-on system that transitions features of a clothing model to a human's clothing area had proposed. However, there are some issues such as 1) it is necessary to prepare the clothing model in advance, 2) it is difficult to cope with the changes in any posture. In this paper, we propose a virtual try-on system without requiring a clothing model preparation. In the proposed system, a clothing model is created automatically from human images by the clothing extraction process. In this paper, we compare the result of the prepared clothing model in advance and the automatically created clothing model, show the effectiveness of the proposed system. In addition, we try to improve the virtual try-on system to adapt to any posture and discuss the result. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Virtual Try-On / Garment Extraction / Clothing model / Human Segmentation |
| Paper # | SIS2020-59 |
| Date of Issue | 2021-02-25 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Noriaki Suetake(Yamaguchi Univ.) |
| Vice Chair | Tomoaki Kimura(Kanagawa Inst. of Tech.) / Naoto Sasaoka(Tottori Univ.) |
| Secretary | Tomoaki Kimura(Kindai Univ.) / Naoto Sasaoka(National Inst. of Tech., Ube College) |
| Assistant | Yukihiro Bandoh(NTT) / Soh Yoshida(Kansai Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Proposal of an Image-Based Virtual Try-on System with a Garment Extraction |
| Sub Title (in English) | |
| Keyword(1) | Virtual Try-On |
| Keyword(2) | Garment Extraction |
| Keyword(3) | Clothing model |
| Keyword(4) | Human Segmentation |
| 1st Author's Name | Takumi Ikenaga |
| 1st Author's Affiliation | National Institute of Technology, Oita College(NIT, Oita College) |
| 2nd Author's Name | Shudai Ishikawa |
| 2nd Author's Affiliation | National Institute of Technology, Oita College(NIT, Oita College) |
| Date | 2021-03-05 |
| Paper # | SIS2020-59 |
| Volume (vol) | vol.120 |
| Number (no) | SIS-415 |
| Page | pp.pp.132-137(SIS), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (SIS) |