Deep learning algorithm to detect tree defects via circular scans

• Main Author: Nguyen, Thanh Tin
• Other Authors: Abdulkadir C. Yucel
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Physics; Tree trunk; Deep learning; CNN
• Online Access: https://hdl.handle.net/10356/177109
• Institution: Nanyang Technological University

This research aims to advance the accuracy and efficiency of tree defect detection and analysis by integrating Ground-penetrating Radar (GPR) with Deep Learning techniques. It delves into discussions on GPR-based techniques, circular scanning methods for tree imaging, and the application of Convolut...