Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology
Based on the basic idea of the homotopy perturbation method which was proposed by Jihuan He, a target controllable image segmentation model and the corresponding multiscale wavelet numerical method are constructed. Using the novel model, we can get the only right object from the multiobject images,...
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| Format: | Article |
| Language: | English |
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Wiley
2013-01-01
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| Series: | Abstract and Applied Analysis |
| Online Access: | http://dx.doi.org/10.1155/2013/131207 |
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| _version_ | 1832548045183516672 |
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| author | Shu-Li Mei |
| author_facet | Shu-Li Mei |
| author_sort | Shu-Li Mei |
| collection | DOAJ |
| description | Based on the basic idea of the homotopy perturbation method which was proposed by Jihuan He, a target controllable image segmentation model and the corresponding multiscale wavelet numerical method are constructed. Using the novel model, we can get the only right object from the multiobject images, which is helpful to avoid the oversegmentation and insufficient segmentation. The solution of the variational model is the nonlinear PDEs deduced by the variational approach. So, the bottleneck of the variational model on image segmentation is the lower efficiency of the algorithm. Combining the multiscale wavelet interpolation operator and HPM, a semianalytical numerical method can be obtained, which can improve the computational efficiency and accuracy greatly. The numerical results on some images segmentation show that the novel model and the numerical method are effective and practical. |
| format | Article |
| id | doaj-art-399a1809d7b74d82b189053d34668071 |
| institution | Kabale University |
| issn | 1085-3375 1687-0409 |
| language | English |
| publishDate | 2013-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Abstract and Applied Analysis |
| spelling | doaj-art-399a1809d7b74d82b189053d346680712025-02-03T06:42:23ZengWileyAbstract and Applied Analysis1085-33751687-04092013-01-01201310.1155/2013/131207131207Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation TechnologyShu-Li Mei0College of Information and Electrical Engineering, China Agricultural University, Postbox 53, East Campus, 17 Qinghua Donglu Road, Haidian District, Beijing 100083, ChinaBased on the basic idea of the homotopy perturbation method which was proposed by Jihuan He, a target controllable image segmentation model and the corresponding multiscale wavelet numerical method are constructed. Using the novel model, we can get the only right object from the multiobject images, which is helpful to avoid the oversegmentation and insufficient segmentation. The solution of the variational model is the nonlinear PDEs deduced by the variational approach. So, the bottleneck of the variational model on image segmentation is the lower efficiency of the algorithm. Combining the multiscale wavelet interpolation operator and HPM, a semianalytical numerical method can be obtained, which can improve the computational efficiency and accuracy greatly. The numerical results on some images segmentation show that the novel model and the numerical method are effective and practical.http://dx.doi.org/10.1155/2013/131207 |
| spellingShingle | Shu-Li Mei Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology Abstract and Applied Analysis |
| title | Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology |
| title_full | Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology |
| title_fullStr | Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology |
| title_full_unstemmed | Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology |
| title_short | Construction of Target Controllable Image Segmentation Model Based on Homotopy Perturbation Technology |
| title_sort | construction of target controllable image segmentation model based on homotopy perturbation technology |
| url | http://dx.doi.org/10.1155/2013/131207 |
| work_keys_str_mv | AT shulimei constructionoftargetcontrollableimagesegmentationmodelbasedonhomotopyperturbationtechnology |