Deep learning algorithm to detect tree defects via circular scans

• 主要作者: Nguyen, Thanh Tin
• 其他作者: Abdulkadir C. Yucel
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Physics; Tree trunk; Deep learning; CNN
• 在線閱讀: https://hdl.handle.net/10356/177109

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...