SAR image processing by a memetic algorithm

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

doi:10.1109/RAST.2005.1512654

SAR image processing by a memetic algorithm

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

^*Bu çalışma için yazışmadan sorumlu yazar

Elektronik ve Hab.Müh.Bölümü

Turkish Air Force Academy

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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 dil	İngilizce
Ana bilgisayar yayını başlığı	RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Sayfalar	684-688
Sayfa sayısı	5
DOI'lar	https://doi.org/10.1109/RAST.2005.1512654
Yayın durumu	Yayınlandı - 2005
Etkinlik	RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies - Istanbul, Turkey Süre: 9 Haz 2005 → 11 Haz 2005

Yayın serisi

Adı	RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Hacim	2005

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	9/06/05 → 11/06/05

Belgeye Erişim

10.1109/RAST.2005.1512654

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Aydemir, M. E., Günel, T., Kargin, S., Erer, I., & Kurnaz, S. (2005). SAR image processing by a memetic algorithm. In RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies (pp. 684-688). Makale 1512654 (RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies; Hac. 2005). https://doi.org/10.1109/RAST.2005.1512654

@inproceedings{8561e918a3224fb9952c82db990be867,

title = "SAR image processing by a memetic algorithm",

abstract = "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.",

author = "Aydemir, {M. Emre} and Tayfun G{\"u}nel and S. Kargin and Isin Erer and Sefer Kurnaz",

year = "2005",

doi = "10.1109/RAST.2005.1512654",

language = "English",

isbn = "0780389778",

series = "RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies",

pages = "684--688",

booktitle = "RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies",

note = "RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies ; Conference date: 09-06-2005 Through 11-06-2005",

}

Aydemir, ME, Günel, T, Kargin, S, Erer, I & Kurnaz, S 2005, SAR image processing by a memetic algorithm. in RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies., 1512654, RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies, hac. 2005, pp. 684-688, RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies, Istanbul, Turkey, 9/06/05. https://doi.org/10.1109/RAST.2005.1512654

SAR image processing by a memetic algorithm. / Aydemir, M. Emre; Günel, Tayfun; Kargin, S. et al.
RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies. 2005. p. 684-688 1512654 (RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies; Hac. 2005).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

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T1 - SAR image processing by a memetic algorithm

AU - Aydemir, M. Emre

AU - Günel, Tayfun

AU - Kargin, S.

AU - Erer, Isin

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Y1 - 2005

N2 - 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.

AB - 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.

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U2 - 10.1109/RAST.2005.1512654

DO - 10.1109/RAST.2005.1512654

M3 - Conference contribution

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SN - 0780389778

SN - 9780780389779

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SP - 684

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T2 - RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies

Y2 - 9 June 2005 through 11 June 2005

ER -

SAR image processing by a memetic algorithm

Özet

Yayın serisi

???event.eventtypes.event.conference???

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

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