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Texture Classification Based on Complex Network Model with Spatial Information
http://hdl.handle.net/10228/00006770
http://hdl.handle.net/10228/00006770013e34ec-73f2-4292-a6f3-066100f2fb55
| 名前 / ファイル | ライセンス | アクション |
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ijicic-140322.pdf (981.0 kB)
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| Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||
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| 公開日 | 2018-05-29 | |||||||||||||
| 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 | |||||||||||||
| タイトル | ||||||||||||||
| タイトル | Texture Classification Based on Complex Network Model with Spatial Information | |||||||||||||
| 言語 | ||||||||||||||
| 言語 | eng | |||||||||||||
| 著者 |
Thewsuwan, Srisupang
× Thewsuwan, Srisupang× 堀尾, 恵一
WEKO
6199
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| 抄録 | ||||||||||||||
| 内容記述タイプ | Abstract | |||||||||||||
| 内容記述 | This paper proposes a method for image texture classification based on a complex network model. Finding relevant and valuable information in an image texture is an essential issue for image classification and remains a challenge. Recently, a complex network model has been used for texture analysis and classification. However, with current analysis methods, important empirical properties of image texture such as spatial information are discarded from consideration. Accordingly, we propose local spatial pattern mapping (LSPM) method for manipulating the spatial information in an image texture with multi-radial distance analysis to capture the texture pattern. In experiments, the feature properties under the traditional complex network model and those with the proposed method are analyzed by using the Brodatz, UIUC, and Outex databases. As results, the proposed method is shown to be effective for texture classification, providing an improved classification rate as compared to the traditional complex network model. | |||||||||||||
| 書誌情報 |
International Journal of Innovative Computing, Information and Control 巻 14, 号 3, p. 1113-1121, 発行日 2018-06 |
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| 出版社 | ||||||||||||||
| 出版者 | ICIC International | |||||||||||||
| DOI | ||||||||||||||
| 関連タイプ | isIdenticalTo | |||||||||||||
| 識別子タイプ | DOI | |||||||||||||
| 関連識別子 | info:doi/10.24507/ijicic.14.03.1113 | |||||||||||||
| ISSN | ||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||
| 収録物識別子 | 1349-4198 | |||||||||||||
| 著作権関連情報 | ||||||||||||||
| 権利情報 | ICIC International Copyright (c) 2018 | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Complex network | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Spatial arrangement | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Spatial information | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Texture analysis | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Texture classification | |||||||||||||
| 出版タイプ | ||||||||||||||
| 出版タイプ | VoR | |||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||
| 査読の有無 | ||||||||||||||
| 値 | yes | |||||||||||||
| 研究者情報 | ||||||||||||||
| URL | https://hyokadb02.jimu.kyutech.ac.jp/html/356_ja.html | |||||||||||||
| 論文ID（連携） | ||||||||||||||
| 値 | 10318576 | |||||||||||||
| 連携ID | ||||||||||||||
| 値 | 7035 | |||||||||||||
| 情報源 | ||||||||||||||
| 識別子タイプ | URI | |||||||||||||
| 関連識別子 | DOI:10.24507/ijicic.14.03.1113 | |||||||||||||
| 関連名称 | DOI:10.24507/ijicic.14.03.1113 | |||||||||||||
