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Non-rigid registration of serial section images by blending transforms for 3D reconstruction
http://hdl.handle.net/10061/13352
http://hdl.handle.net/10061/13352451d888e-bedb-49ff-8be0-cf02a5b9cbe3
名前 / ファイル | ライセンス | アクション |
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fulltext (3.6 MB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2019-08-02 | |||||
タイトル | ||||||
タイトル | Non-rigid registration of serial section images by blending transforms for 3D reconstruction | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Image registration | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Non-rigid deformation; | |||||
キーワード | ||||||
主題Scheme | Other | |||||
主題 | Transformation blending | |||||
資源タイプ | ||||||
資源タイプ | journal article | |||||
アクセス権 | ||||||
アクセス権 | open access | |||||
著者 |
Funatomi, Takuya
× Funatomi, Takuya× Kubo, Hiroyuki× Mukaigawa, Yasuhiro |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this research, we propose a novel registration method for three-dimensional (3D) reconstruction from serial section images. 3D reconstructed data from serial section images provides structural information with high resolution. However, there are three problems in 3D reconstruction: non-rigid deformation, tissue discontinuity, and accumulation of scale change. To solve the non-rigid deformation, we propose a novel non-rigid registration method using blending rigid transforms. To avoid the tissue discontinuity, we propose a target image selection method using the criterion based on the blending of transforms. To solve the scale change of tissue, we propose a scale adjustment method using the tissue area before and after registration. The experimental results demonstrate that our method can represent non-rigid deformation with a small number of control points, and is robust to a variation in staining. The results also demonstrate that our target selection method avoids tissue discontinuity and our scale adjustment reduces scale change. | |||||
書誌情報 |
en : Pattern Recognition 巻 96, 発行日 2019-12-01 |
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出版者 | ||||||
出版者 | Elsevier | |||||
EISSN/PISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 0031-3203 | |||||
出版者版DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | https://doi.org/10.1016/j.patcog.2019.07.001 | |||||
権利 | ||||||
権利情報 | c2019 The Authors. Published by Elsevier Ltd. | |||||
著者版フラグ | ||||||
出版タイプ | VoR |