| Presentation | 2006-01-27 Improvement of multi-organ segmentation from abdominal CT image based on eigen shape Tomohisa YANAGITA, Akinobu SHIMIZU, Hironori SAKURAI, Yao CONG, Takashige WADA, Daniel SMUTEK, Hidefumi KOBATAKE, Shigeru NAWANO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes an organ extraction algorithm using eigen-shapes. The eigen-shapes can express characteristic shapes of organs and are derived by PCA. Since any shapes can be approximated by linear combination of average and eigen-shapes, segmentation problem is considered to be equal to estimation problem of coefficients of linear combination and pose parameters. The estimation process maximizes a conditional probability of parameters where input image and its gradient image are given. This paper also shows results of applying the proposed method to liver and discusses the effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Organ segmentation / Eigen-shape / Maximization of conditional probability / 3-D CT image / Liver |
| Paper # | MI2005-82 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2006/1/20(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) | Improvement of multi-organ segmentation from abdominal CT image based on eigen shape |
| Sub Title (in English) | |
| Keyword(1) | Organ segmentation |
| Keyword(2) | Eigen-shape |
| Keyword(3) | Maximization of conditional probability |
| Keyword(4) | 3-D CT image |
| Keyword(5) | Liver |
| 1st Author's Name | Tomohisa YANAGITA |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Akinobu SHIMIZU |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Hironori SAKURAI |
| 3rd Author's Affiliation | Tokyo University of Agriculture and Technology |
| 4th Author's Name | Yao CONG |
| 4th Author's Affiliation | Tokyo University of Agriculture and Technology |
| 5th Author's Name | Takashige WADA |
| 5th Author's Affiliation | Tokyo University of Agriculture and Technology |
| 6th Author's Name | Daniel SMUTEK |
| 6th Author's Affiliation | 1^ |
| 7th Author's Name | Hidefumi KOBATAKE |
| 7th Author's Affiliation | Tokyo University of Agriculture and Technology |
| 8th Author's Name | Shigeru NAWANO |
| 8th Author's Affiliation | National Cancer Center Hospital East |
| Date | 2006-01-27 |
| Paper # | MI2005-82 |
| Volume (vol) | vol.105 |
| Number (no) | 579 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |