| Presentation | 2022-11-04 Fitness Evaluation Based on 3D Model Generation System by Fractal Model and Genetic Algorithm Kaito Watanabe, Naoto Hoshikawa, Hirotaka Nakayama, Atushi Shiraki, Tomoyoshi Ito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the 3DCG-related industry has grown rapidly, and the demand for 3DCG content creation has increased, but 3DCG production requires specialized skills and a great deal of time. In particular, the background data is large-scale, and it is a problem that many human resources cannot be allocated. Therefore, in this research, we propose an AI that automates the work involved in creating large-scale 3D models. The proposed system consists of 3D model generation, optimization of parameters for generation, and fitness evaluation. In this research, we propose a method using AKAZE and VGG19 for fitness evaluation and discuss the optimization behavior through experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Fractal Model / Genetic Algorithm / 3D-Modeling / 3DCG / AKAZE / VGG19 |
| Paper # | KBSE2022-36,SC2022-31 |
| Date of Issue | 2022-10-28 (KBSE, SC) |
| Conference Information | |
| Committee | KBSE / SC |
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| Conference Date | 2022/11/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takuya Saruwatari(NTT Data) / Kosaku Kimura(Fujitsu Lab.) |
| Vice Chair | Yoshinori Tanabe(Tsurumi Univ.) / Takao Nakaguchi(KCGI) |
| Secretary | Yoshinori Tanabe(Osaka Inst. of Tech.) / Takao Nakaguchi(NAIST) |
| Assistant | Yoshitaka Aoki(BIPROGY) / Hiroki Horita(Ibaraki Univ.) / Shigeru Hosono(Tokyo Univ. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Knowledge-Based Software Engineering / Technical Committee on Service Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fitness Evaluation Based on 3D Model Generation System by Fractal Model and Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | Fractal Model |
| Keyword(2) | Genetic Algorithm |
| Keyword(3) | 3D-Modeling |
| Keyword(4) | 3DCG |
| Keyword(5) | AKAZE |
| Keyword(6) | VGG19 |
| 1st Author's Name | Kaito Watanabe |
| 1st Author's Affiliation | National Institute of Technology, Oyama College(NIT, Oyama College) |
| 2nd Author's Name | Naoto Hoshikawa |
| 2nd Author's Affiliation | National Institute of Technology, Oyama College(NIT, Oyama College) |
| 3rd Author's Name | Hirotaka Nakayama |
| 3rd Author's Affiliation | National Astronomical Observatory of Japan(NAOJ) |
| 4th Author's Name | Atushi Shiraki |
| 4th Author's Affiliation | Chiba University(Chiba Univ) |
| 5th Author's Name | Tomoyoshi Ito |
| 5th Author's Affiliation | Chiba University(Chiba Univ) |
| Date | 2022-11-04 |
| Paper # | KBSE2022-36,SC2022-31 |
| Volume (vol) | vol.122 |
| Number (no) | KBSE-238,SC-239 |
| Page | pp.pp.31-36(KBSE), pp.31-36(SC), |
| #Pages | 6 |
| Date of Issue | 2022-10-28 (KBSE, SC) |