| Presentation | 2023-03-03 A Study on Interior Design Simulation with Multiple CycleGANs Tatsuya Hagi, Nobutaka Kuroki, Masahiro Numa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This study proposes an interior simulation method using CycleGAN, an image generation technique. The proposed method uses multiple CycleGANs to learn various interior orientations in advance. Then, the CycleGAN transformer is used to generate images based on the original interior photographs during the interior design simulation. By making the transformation direction multidimensional, it is possible to present various variations of interior designs to the user. In the experiment, various interior styles such as "Japanese style" and "vintage style" were generated while maintaining the original room and furniture shape, confirming the usefulness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | interior design simulation / CycleGAN / interior |
| Paper # | PRMU2022-118,IBISML2022-125 |
| Date of Issue | 2023-02-23 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
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| Conference Date | 2023/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future University Hakodate |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Seiichi Uchida(Kyushu Univ.) / Masashi Sugiyama(Univ. of Tokyo) |
| Vice Chair | Takuya Funatomi(NAIST) / Mitsuru Anpai(Denso IT Lab.) / Toshihiro Kamishima(AIST) / Koji Tsuda(Univ. of Tokyo) |
| Secretary | Takuya Funatomi(CyberAgent) / Mitsuru Anpai(Univ. of Tokyo) / Toshihiro Kamishima(NTT) / Koji Tsuda(Hokkaido Univ.) |
| Assistant | Nakamasa Inoue(Tokyo Inst. of Tech.) / Yasutomo Kawanishi(Riken) / Yoshinobu Kawahara(Osaka Univ.) / Taiji Suzuki(Tokyo Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Information-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Interior Design Simulation with Multiple CycleGANs |
| Sub Title (in English) | |
| Keyword(1) | interior design simulation |
| Keyword(2) | CycleGAN |
| Keyword(3) | interior |
| 1st Author's Name | Tatsuya Hagi |
| 1st Author's Affiliation | Kobe University(Kobe Univ.) |
| 2nd Author's Name | Nobutaka Kuroki |
| 2nd Author's Affiliation | Kobe University(Kobe Univ.) |
| 3rd Author's Name | Masahiro Numa |
| 3rd Author's Affiliation | Kobe University(Kobe Univ.) |
| Date | 2023-03-03 |
| Paper # | PRMU2022-118,IBISML2022-125 |
| Volume (vol) | vol.122 |
| Number (no) | PRMU-404,IBISML-405 |
| Page | pp.pp.319-322(PRMU), pp.319-322(IBISML), |
| #Pages | 4 |
| Date of Issue | 2023-02-23 (PRMU, IBISML) |