Skew Estimation by Instances
| 言語 | 英語 |
|---|---|
| 種類 | 国際会議等の予稿 |
| 著者 | Seiichi Uchida,Megumi Sakai,Masakazu Iwamura,Shinichiro Omachi,Koichi Kise |
| 論文名 | Skew Estimation by Instances |
| 論文誌名 | Proceedings of the 8th IAPR International Workshop on Document Analysis Systems (DAS2008) |
| ページ | pp.201-208 |
| 発表場所 | Nara, Japan |
| 査読の有無 | 有 |
| 年月 | 2008年9月 |
| 分野 | 文書画像解析 |
| DOI | 10.1109/DAS.2008.22 |
| キー | Uchida2008_DAS (id=1042) |
要約
This paper proposes a novel skew estimation method by instances. The instances to be learned (i.e., stored) are rotation invariants and a rotation variant for each character category. Using the instances, it is possible to estimate a skew angle of each individual character on a document. This fact implies that the proposed method can estimate the skew angle of a document where characters do not form long straight text lines. Thus, the proposed method will be applicable to various documents such as signboard images captured by a camera. Experimental evaluation using synthetic and real images revealed the expected robustness against various character layouts.
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