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Feature extraction for document image segmentation by pLSA model
http://hdl.handle.net/10091/12236
http://hdl.handle.net/10091/12236e8efc906-c73d-4204-a74c-b39630d4651e
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
das2008.pdf (2.8 MB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2011-04-06 | |||||
| タイトル | ||||||
| タイトル | Feature extraction for document image segmentation by pLSA model | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
| 資源タイプ | conference paper | |||||
| 著者 |
MARUYAMA, Minoru
× MARUYAMA, Minoru× YAMAGUCHI, Takuma |
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| 信州大学研究者総覧へのリンク | ||||||
| 表示名 | MARUYAMA, Minoru | |||||
| URL | http://soar-rd.shinshu-u.ac.jp/profile/ja.WCnCbpkh.html | |||||
| 出版者 | ||||||
| 出版者 | IEEE computer society | |||||
| 引用 | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | The Eighth IAPR Workshop on Document Analysis Systems | |||||
| 書誌情報 |
The Eighth IAPR Workshop on Document Analysis Systems p. 53-60, 発行日 2008-09-16 |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | In this paper, we propose a method for document image segmentation based on pLSA (probabilistic latent semantic analysis) model. The pLSA model is originally developed for topic discovery in text analysis using "bag-of-words" document representation. The model is useful for image analysis by "bag-of-visual words" image representation. The performance of the method depends on the visual vocabulary generated by feature extraction from the document image. We compare several feature extraction and description methods, and examine the relations to segmentation performance. Through the experiments, we show accurate content-based document segmentation is made possible by using pLSA-based method. | |||||
| 資源タイプ（コンテンツの種類） | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | Article | |||||
| ISBN | ||||||
| 識別子タイプ | ISBN | |||||
| 関連識別子 | 978-0-7695-3337-7 | |||||
| DOI | ||||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | https://doi.org/10.1109/DAS.2008.48 | |||||
| 関連名称 | 10.1109/DAS.2008.48 | |||||
| 出版タイプ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
