Abstract
In this paper, a wideband direct modeling and feature extraction method for two dimensional geometric objects with arbitrary local coordinate rotations is considered. In particular we focus on the problem of performing feature extraction for the case of electrically small objects which is particularly applicable to ground penetrating radar (GPR) applications. We first derive low frequency surface current density solutions for a class of simple two dimensional scatterers buried below a rough stochastic surface in a lossy half-space. Then for the inverse problem, a novel methodology is developed for pose and location invariant feature extraction derived from basis sets emerging from our proposed modeling framework. Our modeling and feature extraction algorithms are validated for different target shapes buried in lossy soil profiles.
Original language | English (US) |
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Pages | 2258-2261 |
Number of pages | 4 |
DOIs | |
State | Published - 2021 |
Event | 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 - Brussels, Belgium Duration: Jul 12 2021 → Jul 16 2021 |
Conference
Conference | 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021 |
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Country/Territory | Belgium |
City | Brussels |
Period | 7/12/21 → 7/16/21 |
All Science Journal Classification (ASJC) codes
- Computer Science Applications
- General Earth and Planetary Sciences