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An Illustration Image Classication Focusing on Infrequent Colors
https://tokushima-u.repo.nii.ac.jp/records/2006913
https://tokushima-u.repo.nii.ac.jp/records/2006913d1fc8da6-2601-4925-9bf0-9c6b1b954d48
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
ijai_8_1_72.pdf (607 KB)
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| Item type | 文献 / Documents(1) | |||||||||||
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| 公開日 | 2019-11-14 | |||||||||||
| アクセス権 | ||||||||||||
| アクセス権 | open access | |||||||||||
| 資源タイプ | ||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
| 資源タイプ | journal article | |||||||||||
| 出版タイプ | ||||||||||||
| 出版タイプ | VoR | |||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
| タイトル | ||||||||||||
| タイトル | An Illustration Image Classication Focusing on Infrequent Colors | |||||||||||
| 言語 | en | |||||||||||
| 著者 |
フジサワ, アキラ
× フジサワ, アキラ
× 松本, 和幸× 吉田, 稔× 北, 研二 |
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| 抄録 | ||||||||||||
| 内容記述タイプ | Abstract | |||||||||||
| 内容記述 | Illustration images used in comics or animation have a style that constitutes an emotional feature. The style is represented by the various elements of the illustration image. There are a few research studies that treat the style of illustration images. In this paper, we tried to model the style by using an image feature, and to classify an illustration image by style. We thought that the color that appeared infrequently would represent the style of the illustration image. Therefore, we proposed the method for creating the color histogram, which emphasizes colors appearing infrequently. We term this \Infrequency histogram; IF-hist." To test the effectiveness of the histogram, we experimented with classifying two styles defined as “For boys" and “For girls" based on the IF-hist. The results of the experiment indicated that, when using the IF-hist, the precision of the classification result of the style “For girls" is 93%. This is 50% higher than when using the existing normal color histogram. Moreover, the precision of the other classification results has improved. | |||||||||||
| 言語 | en | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Image Classification | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Illustration Image | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Color Histogram | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Style | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | IF-hist | |||||||||||
| キーワード | ||||||||||||
| 言語 | en | |||||||||||
| 主題Scheme | Other | |||||||||||
| 主題 | Sensibility | |||||||||||
| 書誌情報 |
en : International Journal of Advanced Intelligence 巻 8, 号 1, p. 72-83, 発行日 2016-05 |
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| 収録物ID | ||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||
| 収録物識別子 | 18833918 | |||||||||||
| 出版者 | ||||||||||||
| 出版者 | AIA International Advanced Information Institute | |||||||||||
| 言語 | en | |||||||||||
| EID | ||||||||||||
| 識別子 | 306380 | |||||||||||
| 識別子タイプ | URI | |||||||||||
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| 言語 | eng | |||||||||||
