Deep learning algorithm to detect tree defects via circular scans

• المؤلف الرئيسي: Nguyen, Thanh Tin
• مؤلفون آخرون: Abdulkadir C. Yucel
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Physics; Tree trunk; Deep learning; CNN
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177109
• المؤسسة: 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...