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딥러닝을 활용한 이미지 기반 교량 구성요소 자동분류 네트워크 개발
저자
조문원, 이재혁, 유영무, 박정준, 윤형철
학술지명
대한토목학회논문집(국문)
출판/발행연도
2021
주제
요약
본 연구는 교량 노후화 문제 해결 및 안전점검의 효율성 향상을 위해 이미지 기반의 자동 교량 구성요소 분류 네트워크를 개발했습니다. 제안된 방법은 두 개의 CNN 네트워크를 활용하여 교량 형식을 분류하고, 형식별로 구성요소를 분류하여 98.1%의 정확도를 달성했습니다. 이 기술은 향후 교량 유지관리에 기여할 것으로 기대됩니다.
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