TWO DIMENSIONAL GEOMETRIC CORRECTION OF SATELLITE IMAGERY USING GENETIC ALGORITHM

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TALEI M.; EBADI H.; TESHNEHLAB M.

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Paper Information

Journal: INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH) Year:2004 | Volume:15 | Issue:3 Page(s): 55-60

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Information Journal Paper

Title

TWO DIMENSIONAL GEOMETRIC CORRECTION OF SATELLITE IMAGERY USING GENETIC ALGORITHM

Author(s)

TALEI M. | EBADI H. | TESHNEHLAB M. | Issue Writer Certificate

Keywords

TWO DIMENSIONAL GEOMETRICQ4

SATELLITEQ4

GENETIC ALGORITHMQ4

CROSS LOVERQ4

MUTATION OPERATORSQ4

Abstract

The number of SATELLITE imageries, provide by remote sensing SATELLITE sensors, is growing fast in the civilian market. At the present time, the problem with these images for many users is the lack of sensor calibration information and precise ephemeris data [1]. Therefore, there is a need for an alternative approach to extract 2D1 and 3D2 spatial information from these images. 2D geometric correction of SATELLITE imageries one of the fastest and easiest methods of the registration of SATELLITE imagery to a known coordinate system [2]. In this respect, global polynomial based models are widely used. However, finding the best terms of the polynomials that best first to the imagery is very important in order to reach best possible accuracy. This paper describes development and implementation of number of hybrid algorithms that each employs a GENETIC ALGORITHM in addition to employing other existing algorithms, such as globalpolynomial and multi- quadric, for two- dimensional geometric correction of IKONOS3 imagery. The method at first uses a GENETIC ALGORITHM technique to find the best term for global polynomial, which provides the best fitness model for imagery to the ground space. Then, a number of effective ground control points "pointwise polynomial functions" utilizing GENETIC ALGORITHM, are selected. Finally, in order to evaluate this new technique, the result of this method that applied to IKONOS imagery, is compared with global polynomial and multi-quadric mathematical models.

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APA: Copy

TALEI, M., EBADI, H., & TESHNEHLAB, M.. (2004). TWO DIMENSIONAL GEOMETRIC CORRECTION OF SATELLITE IMAGERY USING GENETIC ALGORITHM. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), 15(3), 55-60. SID. https://sid.ir/paper/52607/en

Vancouver: Copy

TALEI M., EBADI H., TESHNEHLAB M.. TWO DIMENSIONAL GEOMETRIC CORRECTION OF SATELLITE IMAGERY USING GENETIC ALGORITHM. INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH)[Internet]. 2004;15(3):55-60. Available from: https://sid.ir/paper/52607/en

IEEE: Copy

M. TALEI, H. EBADI, and M. TESHNEHLAB, “TWO DIMENSIONAL GEOMETRIC CORRECTION OF SATELLITE IMAGERY USING GENETIC ALGORITHM,” INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE (ENGLISH), vol. 15, no. 3, pp. 55–60, 2004, [Online]. Available: https://sid.ir/paper/52607/en

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