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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
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Conference Information
Committee ME  
Conference Date 2024-02-10 - 2024-02-10 
Place (in Japanese) (See Japanese page) 
Place (in English) online 
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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)  
Keyword(1) Complementary color contrast  
Keyword(2) Impressionism  
Keyword(3) Painting style classification  
Keyword(4) Superpixel  
Keyword(5) HSV color space  
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 
Date of Issue 2024-02-03 (ME) 

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