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

• المؤلف الرئيسي: Joseph, Christian
• مؤلفون آخرون: Abdulkadir C. Yucel
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181594
• المؤسسة: 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...