| Presentation | 2010-05-14 A Statistical Shape model using 2D-principal Component Analysis from few Medical Samples Tomoko TATEYAMA, Taishi TANAKA, Shinya KOHARA, Amir H FOROOZAN, Akira FURUKAWA, Yen-Wei CHEN, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Statistical model is to model the shape variation of an object for human organ, and used for a variety of medical application. In medical statistical shape field, the medical training samples are very limited, so it is difficult to construct a statistical shape model with generalization from few samples. In this paper, we propose a novel efficient 3D-shape representation method based sphere coordinate representation, and 2D-PCA based statistical shape model method from few medical samples and show its effectiveness. The experiments showed that our proposed method can reconstruct statistical shape model be always higher than conventional method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Statistical shape model / Spherical Polar Coordinates / 3-D shape information / 2-Dimensional Principal Component Analysis / few Medical Sample / reconstruction of human spleen |
| Paper # | IE2010-32,PRMU2010-20,MI2010-20 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2010/5/6(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Medical Imaging (MI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Statistical Shape model using 2D-principal Component Analysis from few Medical Samples |
| Sub Title (in English) | |
| Keyword(1) | Statistical shape model |
| Keyword(2) | Spherical Polar Coordinates |
| Keyword(3) | 3-D shape information |
| Keyword(4) | 2-Dimensional Principal Component Analysis |
| Keyword(5) | few Medical Sample |
| Keyword(6) | reconstruction of human spleen |
| 1st Author's Name | Tomoko TATEYAMA |
| 1st Author's Affiliation | Intelligent Image Processing Lab, College of Information Science and Engineering, Ritsumeikan University() |
| 2nd Author's Name | Taishi TANAKA |
| 2nd Author's Affiliation | Intelligent Image Processing Lab, College of Information Science and Engineering, Ritsumeikan University |
| 3rd Author's Name | Shinya KOHARA |
| 3rd Author's Affiliation | Intelligent Image Processing Lab, College of Information Science and Engineering, Ritsumeikan University |
| 4th Author's Name | Amir H FOROOZAN |
| 4th Author's Affiliation | College of Engineering, University of Tehran |
| 5th Author's Name | Akira FURUKAWA |
| 5th Author's Affiliation | Department of Radiology, Shiga University of Medical Science |
| 6th Author's Name | Yen-Wei CHEN |
| 6th Author's Affiliation | Intelligent Image Processing Lab, College of Information Science and Engineering, Ritsumeikan University |
| Date | 2010-05-14 |
| Paper # | IE2010-32,PRMU2010-20,MI2010-20 |
| Volume (vol) | vol.110 |
| Number (no) | 28 |
| Page | pp.pp.- |
| #Pages | 6 |
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