| Paper Abstract and Keywords |
| Presentation |
2024-02-10 10:30
Examination of painting style classification using features based on painting technique
Keisuke Kinoshita, Takuya Futagami (AGU) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose a method, which quantitatively assesses a painting technique, complementary color contrast, employed in impressionism art, to improve an accuracy of the painting style classification. The proposed method computes absolute difference of a hue values between adjacent superpixels to extract effective image features. Our experiment, which exploited 15,620 images included in WikiArt, demonstrated that the proposed method increased the mean and median mutual information by 56.5% or more compared with conventional LBP and HOG features. In addition, non-parametric multi-comparison Steel-Dwass test, detected significant differences between the proposed and conventional features at a significance level of 5%. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Complementary color contrast / Impressionism / Painting style classification / Superpixel / HSV color space / / / |
| Reference Info. |
ITE Tech. Rep., vol. 48, no. 4, ME2024-4, pp. 12-15, Feb. 2024. |
| Paper # |
ME2024-4 |
| Date of Issue |
2024-02-03 (ME) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
ME |
| Conference Date |
2024-02-10 - 2024-02-10 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2024-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Examination of painting style classification using features based on painting technique |
| Sub Title (in English) |
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| Keyword(1) |
Complementary color contrast |
| Keyword(2) |
Impressionism |
| Keyword(3) |
Painting style classification |
| Keyword(4) |
Superpixel |
| Keyword(5) |
HSV color space |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Keisuke Kinoshita |
| 1st Author's Affiliation |
Aichi Gakuin University (AGU) |
| 2nd Author's Name |
Takuya Futagami |
| 2nd Author's Affiliation |
Aichi Gakuin University (AGU) |
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| Speaker |
Author-1 |
| Date Time |
2024-02-10 10:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2024-4 |
| Volume (vol) |
vol.48 |
| Number (no) |
no.4 |
| Page |
pp.12-15 |
| #Pages |
4 |
| Date of Issue |
2024-02-03 (ME) |
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