Structure aware noise reduction of multi-channel ground penetrating radar data using Principal Component Analysis
Multi-channel ground penetrating radar (GPR) may contain interference and decoupling noise. Principal Components Analysis (PCA) is applied to adjacent GPR data channels to reduce noise. Structure aware image fusion only replaces areas of isolated noise.
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Advances in On- and Offshore Archaeological Prospection
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Linford, N., 2023. Structure aware noise reduction of multi-channel ground penetrating radar data using Principal Component Analysis, in: Advances in on- and Offshore Archaeological Prospection: Proceedings of the 15th International Conference on Archaeological Prospection. Universitätsverlag Kiel | Kiel University Publishing, Kiel, pp. 427–429. https://doi.org/10.38072/978-3-928794-83-1/p87
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