| Presentation | 2015-03-02 Study on automated design of graph cut energy Kohei Hagihara, Atsushi Saito, Shigeru Nawano, Akinobu Shimizu, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes an automated design of an energy function of a binary graph cuts based segmentation. A conventional graph cut energy function consists of a regional term and a boundary term. We propose a method to determine coefficients which control the trade-off between the two terms at each voxel. Specifically, we formulated the problem of deciding the coefficients as an optimization problem and derived the solution. This paper describes the results of the principle experiments using artificial 3D images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | graph cuts / multi-label graph cuts / segmentation / automated design |
| Paper # | MI2014-67 |
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| Conference Information | |
| Committee | MI |
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| Conference Date | 2015/2/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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) | Study on automated design of graph cut energy |
| Sub Title (in English) | |
| Keyword(1) | graph cuts |
| Keyword(2) | multi-label graph cuts |
| Keyword(3) | segmentation |
| Keyword(4) | automated design |
| 1st Author's Name | Kohei Hagihara |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Atsushi Saito |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology |
| 3rd Author's Name | Shigeru Nawano |
| 3rd Author's Affiliation | Center for Radiological Sciences, International University of Health and Welfare |
| 4th Author's Name | Akinobu Shimizu |
| 4th Author's Affiliation | Tokyo University of Agriculture and Technology |
| Date | 2015-03-02 |
| Paper # | MI2014-67 |
| Volume (vol) | vol.114 |
| Number (no) | 482 |
| Page | pp.pp.- |
| #Pages | 4 |
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