| Presentation | 2016-12-07 Information processing model of "Beauty" based on prediction and compression Shimizu Takuto, Nishii Jun, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Previous studies on "Beauty" have explained that understanding is important to judge the beauty of objects, and discovery of the regularity in the objects structure is important for the this understanding. In this research, we propose an information processing model that evaluates the beauty of object. This model evaluates the regularity of objects by the performance of prediction or compression of the information, by which it evaluates the "Beauty" of the objects. We took simulation experiments of aesthetic evaluations by using the proposed model, and examined several candidates of the aesthetic measure. The result suggested that the ratio of the accumulated inter- nal reward which is given by the discovery of the regularity and the information entropy expressing the complexity of the objects is the most appropriate aesthetic measure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | beauty / information compression / information prediction / aesthetic measure |
| Paper # | NC2016-41 |
| Date of Issue | 2016-11-30 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2016/12/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toyohashi University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) |
| Secretary | Kazuki Nakajima(Kogakuin Univ.) / Masafumi Hagiwara(Toyama Pref. Univ.) |
| Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Information processing model of "Beauty" based on prediction and compression |
| Sub Title (in English) | |
| Keyword(1) | beauty |
| Keyword(2) | information compression |
| Keyword(3) | information prediction |
| Keyword(4) | aesthetic measure |
| Keyword(5) | |
| Keyword(6) | |
| 1st Author's Name | Shimizu Takuto |
| 1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 2nd Author's Name | Nishii Jun |
| 2nd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| Date | 2016-12-07 |
| Paper # | NC2016-41 |
| Volume (vol) | vol.116 |
| Number (no) | NC-343 |
| Page | pp.pp.7-12(NC), |
| #Pages | 6 |
| Date of Issue | 2016-11-30 (NC) |