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

^*Corresponding author for this work

Department of Electronics and Communication Engineering

Turkish Air Force Academy

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Citations (Scopus)

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.

Original language	English
Title of host publication	RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Pages	684-688
Number of pages	5
DOIs	https://doi.org/10.1109/RAST.2005.1512654
Publication status	Published - 2005
Event	RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies - Istanbul, Turkey Duration: 9 Jun 2005 → 11 Jun 2005

Publication series

Name	RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies
Volume	2005

Conference

Conference	RAST 2005 - 2nd International Conference on Recent Advances in Space Technologies
Country/Territory	Turkey
City	Istanbul
Period	9/06/05 → 11/06/05

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10.1109/RAST.2005.1512654

Cite this

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). Article 1512654 (RAST 2005 - Proceedings of 2nd International Conference on Recent Advances in Space Technologies; Vol. 2005). https://doi.org/10.1109/RAST.2005.1512654

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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, vol. 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; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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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SAR image processing by a memetic algorithm

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