Estimating parameters of the tree root in heterogeneous soil environments via mask-guided multi-polarimetric integration neural network

• Main Authors: Sun, Hai-Han, Lee, Yee Hui, Dai, Qiqi, Li, Chongyi, Ow, Genevieve, Mohamed Lokman Mohd Yusof, Yucel, Abdulkadir C.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Engineering::Electrical and electronic engineering; Deep Learning; Ground-Penetrating Radar
• Online Access: https://hdl.handle.net/10356/162648
• Institution: Nanyang Technological University

Ground-penetrating radar (GPR) has been used as a non-destructive tool for tree root inspection. Estimating root-related parameters from GPR radargrams greatly facilitates root health monitoring and imaging. However, the task of estimating root-related parameters is challenging as the root reflec...