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Reconstruction of a large and high-contrast penetrable object by using the genetic and Levenberg-Marquardt algorithms
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1997
Year
Image ReconstructionHigh-contrast Penetrable ObjectEngineeringMetamaterialsImage AnalysisOptical PropertiesGenetic AlgorithmLevenberg-marquardt AlgorithmsComputational ImagingComputational ElectromagneticsComputational GeometryGeometric ModelingImage FormationReconstruction TechniqueMedical ImagingAntennaMicrowave AntennaHybrid OptimizationMicrowave MeasurementInverse ProblemsDielectric ObjectMicrowave DiagnosticsMedical Image ComputingRadar ScatteringBiomedical ImagingApplied PhysicsWave ScatteringLight ScatteringHigh-frequency Approximation3D Reconstruction3D Imaging
A large and high-contrast two-dimensional dielectric object is reconstructed from the measured scattered fields by using a hybrid optimization algorithm combining the genetic algorithm and the Levenberg–Marquardt algorithm. Ill-posedness is filtered out by using the effective angular modes excluding the evanescent modes, and multiple incidences of plane waves of multifrequencies are used to reconstruct a dielectric object of its size, 3×3 wavelengths, and its relative permittivity 4.0 in presence of 10% Gaussian noise in the scattered fields. Object size is enlarged by using the large discretized cells up to 0.5 wavelength divided by the square root of relative permittivity. © 1997 John Wiley & Sons, Inc. Microwave Opt Technol Lett 16: 17–21, 1997.