Machine learning and simulation of GPR data

• Main Author: Tan, Jia Dian
• Other Authors: Abdulkadir C. Yucel
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/158067
• Institution: Nanyang Technological University

Ground penetrating radar (GPR) is a geophysical inspection method that makes use of electromagnetic waves to detect objects underneath a surface. In this project, a center frequency GPR as well as a dual polarizing GPR were used to carry out underground tree root detection by obtaining image scan...