Modifying fractal image compression technique by hybridation of crowding genetic algorithm and scattered method
Küçük Resim Yok
Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Maltepe Üniversitesi
Erişim Hakkı
CC0 1.0 Universal
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess
Özet
: Fractal image coding is one of the active techniques for image compression. It always motivates for designing efficient algorithms to optimize the search space and reduce computation efforts, which is the main disadvantage of this technique. Hybridizing the metaheuristic methods has a vital interest in the optimization field. In this work, an intelligent search technique based on combining of crowding genetic and scattered search methods is proposed, in which the essential steps (generating a collection of diverse trial solutions, and the combined solutions method) in scattered search replaced by the two essential steps (the recombination and the mutation) in crowding method. Satisfactory results in reducing the computation cost of the fractal image compression technique are obtained.
Açıklama
Anahtar Kelimeler
Iterated Function System (IFS), Fractal Image Compression (FIC), Genetic Algorithm (GA), Crowding Method (CM), Scatter Search Algorithm (SSA)
Kaynak
Fourth International Conference of Mathematical Sciences
WoS Q Değeri
Scopus Q Değeri
Cilt
Sayı
Künye
Al-Bundi, S.S., AL-Jubouri, K. Q. ve Al-Saidi, N.M.G. (2021). Modifying fractal image compression technique by hybridation of crowding genetic algorithm and scattered method. Fourth International Conference of Mathematical Sciences, Maltepe Üniversitesi. s. 1-4.
