SAR image processing by a memetic algorithm

M. Emre Aydemir*, Tayfun Günel, S. Kargin, Isin Erer, Sefer Kurnaz

*Bu çalışma için yazışmadan sorumlu yazar

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4 Atıf (Scopus)

Özet

In this study, a recently invented evolutionary computing algorithm known as memetic algorithm is utilized for data processing of synthetic aperture radar (SAR) imagery. Since it's invention by Dr. Holland in 1990's, Genetic Algoritm (GA) has alredy gained popularity in a wide range of engineering applications. The genetic approach is used for processing of SAR imagery to find a region of a pre-defined criterion. In this study, the Memetic algorithm is used for the searh method. It was seen that, the algorithm is superior to deterministic methods in terms of processing times and finding the global minimum points. The proposed method is suitable to SAR image processing where huge amounts of data have to be processed in very short time intervals.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıRAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Sayfalar684-688
Sayfa sayısı5
DOI'lar
Yayın durumuYayınlandı - 2005
EtkinlikRAST 2005 - 2nd International Conference on Recent Advances in Space Technologies - Istanbul, Turkey
Süre: 9 Haz 200511 Haz 2005

Yayın serisi

AdıRAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Hacim2005

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???event.eventtypes.event.conference???RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies
Ülke/BölgeTurkey
ŞehirIstanbul
Periyot9/06/0511/06/05

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