Publication | Closed Access
A Fast Back-Projection Algorithm Based on Cross Correlation for GPR Imaging
101
Citations
10
References
2011
Year
Gpr ImagingImage ReconstructionHigh ResolutionEngineeringAdvanced ImagingCross CorrelationClassic Bp AlgorithmImaging RadarRadar Signal ProcessingComputational ElectromagneticsClassic Back-projectionFast Back-projection AlgorithmRadiologyHealth SciencesReconstruction TechniqueMedical ImagingSynthetic Aperture RadarAutomatic Target RecognitionInverse ProblemsRadar ApplicationMedical Image ComputingSignal ProcessingRadar ImagingRadarBiomedical ImagingRadar Image ProcessingNovel Bp Algorithm3D Imaging
In ground-penetrating radar imaging, the classic back-projection (BP) algorithm has an excellent reputation for imaging in layered mediums with convenience and robustness. However, the classic BP algorithm is time consuming and with a lot of artifacts, which have adverse effects on the following work like detection and recognition. A novel BP algorithm, which is both fast and with good effect of suppressing artifacts, is proposed in this letter. At first, an approved approximation method is used to calculate the position of refraction point with remarkable speed and satisfactory accuracy. Then, a lookup table is used to reduce the redundancy in classic BP algorithm. In order to achieve effective artifact suppression, a cross-correlation-based method is introduced. Experimental results of field data present the superiority of the proposed BP algorithm over its classic counterpart both in operation speed and artifact suppression.
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