Rectifying Perspective Distortion into Affine Distortion Using Variants and Invariants
| 言語 | 英語 |
|---|---|
| 種類 | 国際会議等の予稿 |
| 著者 | Masakazu Iwamura，Ryo Niwa，Koichi Kise，Seiichi Uchida，Shinichiro Omachi |
| 論文名 | Rectifying Perspective Distortion into Affine Distortion Using Variants and Invariants |
| 論文誌名 | Proc. Second International Workshop on Camera-Based Document Analysis and Recognition (CBDAR2007) |
| ページ | pp.138-145 |
| 発表場所 | Curitiba, Brazil |
| 査読の有無 | 有 |
| 年月 | 2007年9月 |
| 分野 | 文書画像解析 |
| キー | Iwamura2007_CBDAR (id=993) |
要約
For user convenience, document image processing captured with a digital camera instead of a scanner has been researched. However, existing methods of document image processing are not usable for a perspective document image captured by a digital camera because most of them are designed for the one captured by a scanner. Thus, we have to rectify the perspective of the document image and obtain the frontal image as if it was captured by a scanner. In this paper, for eliminating perspective distortion from a planar paper without any prior knowledge, we propose a new rectification method of a document image introducing variants which change according to the gradient of the paper and invariants which do not change against it. Since the proposed method does not use strong assumptions, it is widely applicable to many document images unlike other methods. We confirmed the proposed method rectifies a document image suffering from perspective distortion and acquires the one with affine distortion.
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