The deep learning techniques applied to electromagnetic imaging via ground-penetrating radar

• Main Author: Dai, Qiqi
• Other Authors: Abdulkadir C. Yucel
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/171847
• Institution: Nanyang Technological University

Ground-penetrating radar (GPR) has been widely used for non-destructive inspection of subsurface structures. In GPR inverse problem, the recorded GPR data is used to reconstruct subsurface permittivity maps, of great significance for mapping the subsurface utilities as well as detecting, recognizing...