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3D GPR 자료를 활용한 인공지능 기반 배관 탐지 시스템 개발 및 검증
이기석(Lee, Gi Seok),곽정하(Gwak, Jeong Ha),노명근(Noh, Myoung Gun) 한국측량학회 2023 한국측량학회지 Vol.41 No.6
In this study, we developed and verified an artificial intelligence-based pipe detection system using 3D GPR (Ground Penetrating Radar) data. Recently, GPR data has been used to manage underground facilities, but artificial intelligence techniques have been applied to solve this problem due to increased analysis time and lack of professional manpower. By analyzing 3D GPR data, a model suitable for detection was constructed, and as a result of verification, a model with an mAP standard of 0.9 was constructed, and a system capable of mounting the model was developed. The developed artificial intelligence pipe detection system is expected to have high usability as field verification results show 90% correct detection.