| Paper Abstract and Keywords |
| Presentation |
2025-11-07 09:20
The role of color distribution rarity in color preferences for abstract paintings
-- A machine learning analysis --
Ikuto Hanada, Takehiro Nagai (Science Tokyo) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this study, we reexamined the conventional hypothesis that “paintings with color distributions similar to those of everyday visual environments are preferred.” Specifically, we quantified the rarity of color distributions in everyday visual environments using a machine learning model and investigated the correlation between the degree of preference and the rarity of color distributions in abstract paintings. The results showed a significant positive correlation between preference and rarity. Contrary to the hypothesis above, this suggests that within the range of everyday color distributions, rarer color distributions may in fact be more preferred. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Color preference / Painting / Machine learning / Natural images / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 49, no. 33, HI2025-22, pp. 5-10, Nov. 2025. |
| Paper # |
HI2025-22 |
| Date of Issue |
2025-10-31 (HI) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
HI VRPSY JSKE |
| Conference Date |
2025-11-07 - 2025-11-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Notre Dame Seishin Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
HI |
| Conference Code |
2025-11-HI-VRPSY-JSKE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
The role of color distribution rarity in color preferences for abstract paintings |
| Sub Title (in English) |
A machine learning analysis |
| Keyword(1) |
Color preference |
| Keyword(2) |
Painting |
| Keyword(3) |
Machine learning |
| Keyword(4) |
Natural images |
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Ikuto Hanada |
| 1st Author's Affiliation |
Institute of Science Tokyo (Science Tokyo) |
| 2nd Author's Name |
Takehiro Nagai |
| 2nd Author's Affiliation |
Institute of Science Tokyo (Science Tokyo) |
| 3rd Author's Name |
|
| 3rd Author's Affiliation |
() |
| 4th Author's Name |
|
| 4th Author's Affiliation |
() |
| 5th Author's Name |
|
| 5th Author's Affiliation |
() |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| 21st Author's Name |
|
| 21st Author's Affiliation |
() |
| 22nd Author's Name |
|
| 22nd Author's Affiliation |
() |
| 23rd Author's Name |
|
| 23rd Author's Affiliation |
() |
| 24th Author's Name |
|
| 24th Author's Affiliation |
() |
| 25th Author's Name |
|
| 25th Author's Affiliation |
() |
| 26th Author's Name |
/ / |
| 26th Author's Affiliation |
()
() |
| 27th Author's Name |
/ / |
| 27th Author's Affiliation |
()
() |
| 28th Author's Name |
/ / |
| 28th Author's Affiliation |
()
() |
| 29th Author's Name |
/ / |
| 29th Author's Affiliation |
()
() |
| 30th Author's Name |
/ / |
| 30th Author's Affiliation |
()
() |
| 31st Author's Name |
/ / |
| 31st Author's Affiliation |
()
() |
| 32nd Author's Name |
/ / |
| 32nd Author's Affiliation |
()
() |
| 33rd Author's Name |
/ / |
| 33rd Author's Affiliation |
()
() |
| 34th Author's Name |
/ / |
| 34th Author's Affiliation |
()
() |
| 35th Author's Name |
/ / |
| 35th Author's Affiliation |
()
() |
| 36th Author's Name |
/ / |
| 36th Author's Affiliation |
()
() |
| Speaker |
Author-1 |
| Date Time |
2025-11-07 09:20:00 |
| Presentation Time |
20 minutes |
| Registration for |
HI |
| Paper # |
HI2025-22 |
| Volume (vol) |
vol.49 |
| Number (no) |
no.33 |
| Page |
pp.5-10 |
| #Pages |
6 |
| Date of Issue |
2025-10-31 (HI) |