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CNN による漫画作者の画像的特徴の抽出
https://it-hiroshima.repo.nii.ac.jp/records/1110
https://it-hiroshima.repo.nii.ac.jp/records/11109a4329eb-05e5-444c-b959-69de1d05491e
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
research54_091-099.pdf (3.1 MB)
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| Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2023-03-30 | |||||
| タイトル | ||||||
| タイトル | CNN による漫画作者の画像的特徴の抽出 | |||||
| タイトル | ||||||
| タイトル | Image feature extraction of comic artist by CNN | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | jpn | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | convolutional neural network | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | deep learning | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | image recognition | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | comic computing | |||||
| 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 | departmental bulletin paper | |||||
| 著者 |
上田, 智之
× 上田, 智之× 小池, 正記× UEDA, Tomoyuki× KOIKE, Masaki |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | This paper reports the extraction of image features of comic artist by convolutional neural network. In recent years, illegal uploading of comics has become a social issue. The comic artist wants to find his own illegally uploaded comic. A convolutional neural network extract image features representing a class from an image. Comics has the artist's style. The artist's style can be used as an image features that represents a class in the comic image classification problem. Therefore, convolutional neural networks can solve the artist classification problem for comic images. If the classification problem can be solved, it can be applied to image retrieval. Visualize the area of interest when convolutional neural networks predict artists. There is an element that can predict the artist in the attention area. The experimental results suggest that the comic characters face is important for convolutional neural network to predict the artist from the comic images. |
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| 書誌情報 |
広島工業大学紀要. 研究編 巻 54, p. 91-99, 発行日 2020-02 |
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| 出版者 | ||||||
| 出版者 | 広島工業大学 | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 13469975 | |||||
| 書誌レコードID | ||||||
| 収録物識別子タイプ | NCID | |||||
| 収録物識別子 | AA11599110 | |||||
| 権利 | ||||||
| 権利情報 | publisher | |||||
| フォーマット | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | application/pdf | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
