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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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
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
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)