Search Results for author: Maria Antonia Gonzalez-Huici

Found 2 papers, 0 papers with code

Dictionary Learning for Adaptive GPR Landmine Classification

no code implementations24 May 2018 Fabio Giovanneschi, Kumar Vijay Mishra, Maria Antonia Gonzalez-Huici, Yonina C. Eldar, Joachim H. G. Ender

For the case of abandoned anti-personnel landmines classification, we compare the performance of K-SVD with three online algorithms: classical Online Dictionary Learning, its correlation-based variant, and DOMINODL.

Classification Dictionary Learning +3

Modern GPR Target Recognition Methods

no code implementations2 Nov 2022 Fabio Giovanneschi, Kumar Vijay Mishra, Maria Antonia Gonzalez-Huici

Traditional GPR target recognition methods include pre-processing the data by removal of noisy signatures, dewowing (high-pass filtering to remove low-frequency noise), filtering, deconvolution, migration (correction of the effect of survey geometry), and can rely on the simulation of GPR responses.

GPR Landmine

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