| Titre : | Restauration adaptative d'image par les méthodes intelligentes |
| Auteurs : | Abida Toumi, Auteur ; Khier Benmahammed, Directeur de thèse |
| Support: | Mémoire magistere |
| Editeur : | Biskra [Algerie] : Université Mohamed Khider, 2013 |
| Langues: | Français |
| Mots-clés: | image restoration ; déconvolution ; evolutionary techniques ; PSO ; Levy flight ; SEF |
| Résumé : |
In this work we tried the application of evolutionary techniques on image restoration field, specially the Particles Swarm Optimization (PSO) which was used in different ways. First, we have used the basic PSO algorithm in two manners: in local restoration, where the image constitutes the entire swarm and pixels are its particles, and global restoration where the image is considered as particle and a swarm is built by similar ones. We have obtained good results compared with other developed image restoration techniques. As an evolutionary technique, the PSO can suffer from the initialization phase, so we have proposed a solution. In this solution we introduced the Search Efficiency Function (SEF), based on Levy flight, as initialization step of the PSO. The obtained results were excellent which prove our right choice and contribution. Also the introduction of this function, SEF, has allowed the execution of a blind restoration and the results were surprising. |
Exemplaires (2)
| Cote | Support | Localisation | Disponibilité | Emplacement |
|---|---|---|---|---|
| TH/1545 | Thèse doctorat | Bibliothèque centrale El Allia | Exclu du prêt | Salle de consultation |
| TH/1545 | Thèse doctorat | Bibliothèque centrale El Allia | Exclu du prêt | Salle de consultation |
Consulter en ligne (1)
 Consulter en ligne sur e-print URL |
