Abstract
In this paper, aimed at the problem of conventional image restore method faced to unknown reason of image degrading, a new IGA(improved GA) is brought out and applied to image restoration. And aimed at image restoration problem, the operation of heredity, the group strategy, and maintenance the group variety are all improved as a whole. In this algorithm, the Chaos optimization, the mixed selection and elite reservation method are added, so the algorithm of this paper can give attention to both global search ability and convergence speed and it can give out satisfy restoration result.
| Original language | English |
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| Title of host publication | Proceedings of the 29th Chinese Control Conference, CCC'10 |
| Pages | 3081-3086 |
| Number of pages | 6 |
| Publication status | Published - 2010 |
| Event | 29th Chinese Control Conference, CCC'10 - Beijing, China Duration: 29 Jul 2010 → 31 Jul 2010 |
Publication series
| Name | Proceedings of the 29th Chinese Control Conference, CCC'10 |
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Conference
| Conference | 29th Chinese Control Conference, CCC'10 |
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| Country/Territory | China |
| City | Beijing |
| Period | 29/07/10 → 31/07/10 |
Keywords
- Chaos
- Genetic algorithm
- Image restoration
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Chen, W., & Dou, L. (2010). A novel image restore method based on improved genetic algorithm. In Proceedings of the 29th Chinese Control Conference, CCC'10 (pp. 3081-3086). Article 5573643 (Proceedings of the 29th Chinese Control Conference, CCC'10).