Deep learning based estimation of wall parameters for through-the-wall imaging

• 主要作者: Joseph, Christian
• 其他作者: Abdulkadir C. Yucel
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Engineering
• 在線閱讀: https://hdl.handle.net/10356/181594
• 機構: Nanyang Technological University

This project explores the use of deep learning algorithms, particularly Convolutional Neural Networks (CNNs), to estimate wall parameters in Through-the-Wall Imaging (TWI). TWI utilizes Ground Penetrating Radar (GPR) to detect objects hidden behind walls, but distinguishing between the target and cl...