Publication | Closed Access
A microwave inverse scattering technique for image reconstruction based on a genetic algorithm
107
Citations
16
References
2000
Year
Image ReconstructionEngineeringMulti-resolution MethodScattered Electric FieldGenetic AlgorithmSignal ReconstructionComputational ElectromagneticsComputational GeometryGeometric ModelingImage FormationReconstruction TechniqueMedical ImagingAntennaInverse Scattering TransformsMicrowave MeasurementInverse ProblemsMicrowave DiagnosticsMedical Image ComputingSignal ProcessingRadarInverse ProblemNatural SciencesBiomedical Imaging
The problem of reconstructing locations, shapes, and dielectric permittivity distributions of two-dimensional dielectric objects from measurements of the scattered electric field is addressed. A numerical approach is proposed which is based on a multi-illumination multiview processing. In particular, the inverse problem is recast as a global nonlinear optimization problem, which is solved by a genetic algorithm. The final objective of the approach is the image reconstruction of highly contrasted bodies.
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