지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Smart Structures and Systems, An International Journal Smart Structures and Systems, An International Journal Vol.25 No.6
- 발행연도
- 2020.1
- 수록면
- 733 - 749 (17page)
이용수
초록· 키워드
오류제보하기
This study presents a computer vision-based approach for representing time evolution of structural damages leveraging a database of inspection images. Spatially incoherent but temporally sorted archival images captured by robotic cameras are exploited to represent the damage evolution over a long period of time. An access to a sequence of time-stamped inspection data recording the damage growth dynamics is premised to this end. Identification of a structural defect in the most recent inspection data set triggers an exhaustive search into the images collected during the previous inspections looking for correspondences based on spatial proximity. This is followed by a view synthesis from multiple candidate images resulting in a single reconstruction for each inspection round. Cracks on concrete surface are used as a case study to demonstrate the feasibility of this approach. Once the chronology is established, the damage severity is quantified at various levels of time scale documenting its progression through time. The proposed scheme enables the prediction of damage severity at a future point in time providing a scope for preemptive measures against imminent structural failure. On the whole, it is believed that the present study will immensely benefit the structural inspectors by introducing the time dimension into the autonomous condition assessment pipeline.
목차
등록된 정보가 없습니다.
참고문헌 (59)
참고문헌 신청
Ram S. Adhikari / 2014 / Automated condition assessment of concrete bridges with digital imaging / Smart Structures and Systems, An International Journal 13(6):901~925
A. K. Agrawal / 2010 / Deterioration Rates of Typical Bridge Elements in New York / Journal of Bridge Engineering 15(4):419~429
Aliakbar, M. / 2016 / Progressive image stitching algorithm for vision based automated inspection / Proceedings of 2016 International Conference on Machine Learning and Cybernetics (ICMLC) 1:337~343
Muhammad Ali Akbar / 2019 / An evaluation of image-based structural health monitoring using integrated unmanned aerial vehicle platform / Structural Control and Health Monitoring 26(1):e2276
Bay, H. / 2006 / Surf: Speeded Up Robust Features / Proceedings of the European Conference on Computer Vision
A. K. Agrawal / 2010 / Deterioration Rates of Typical Bridge Elements in New York / Journal of Bridge Engineering 15(4):419~429
Aliakbar, M. / 2016 / Progressive image stitching algorithm for vision based automated inspection / Proceedings of 2016 International Conference on Machine Learning and Cybernetics (ICMLC) 1:337~343
Muhammad Ali Akbar / 2019 / An evaluation of image-based structural health monitoring using integrated unmanned aerial vehicle platform / Structural Control and Health Monitoring 26(1):e2276
Bay, H. / 2006 / Surf: Speeded Up Robust Features / Proceedings of the European Conference on Computer Vision
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
GPS 기반 드론과 손상 객체 거리 값 산출 방안
한국CDE학회 논문집
2022 .12
-
Development of a structural inspection system with marking damage information at onsite based on an augmented reality technique
Smart Structures and Systems, An International Journal
2023 .06
-
검사지연시간을 고려한 SMT 검사기의 통합적 경로 계획 알고리즘
제어로봇시스템학회 논문지
2015 .08
-
Approaching the assessment of ageing bridge infrastructure
Smart structures and systems
2015 .01
-
휴먼에러 저감을 위한 AI 모델 기반 제조공정 최적화 연구
Proceedings of KIIT Conference
2024 .05
-
Study on Inspection System for Detecting the Inner Surface of Automobile part
한국생산제조학회 학술발표대회 논문집
2016 .10
-
Towards UAV-based bridge inspection systems: a review and an application perspective
Structural monitoring and maintenance
2015 .01
-
이미지 처리 기법을 이용한 노후 토목시설물의 균열 측정에 관한 연구
대한설비공학회 학술발표대회논문집
2024 .06
-
시설별 안전점검 중복성에 대한 실태조사 및 개선방안 연구
한국안전학회지
2017 .01
-
Deep Learning-Enhanced UAV-Based Hardware-in-the-Loop for Infrastructure Inspection in GPS-Denied Environments
한국통신학회 학술대회논문집
2024 .06
-
석탑문화재 손상 유형 및 영향 요인에 따른 손상도 평가
한국공간구조학회지
2018 .01
-
Damage detection in plate structures using frequency response function and 2D-PCA
Smart Structures and Systems, An International Journal
2017 .01
-
Computer vision and deep learning-based post-earthquake intelligent assessment of engineering structures: Technological status and challenges
Smart Structures and Systems, An International Journal
2023 .04
-
통계적 분석 기법을 활용한 자동차 검사 안전지수 및 환경지수 개발
대한산업공학회지
2015 .08
-
사출성형 공정 후 표면 불량검사를 위한 광학계 설계
대한전자공학회 학술대회
2016 .06
-
Damage detection in plate structures using frequency response function and 2D-PCA
Smart structures and systems
2017 .01
-
Probabilistic structural damage detection approaches based on structural dynamic response moments
Smart structures and systems
2017 .01
-
Class activation map을 활용한 변위/변형률 정보 기반 구조물 손상 탐지 기법
풍력에너지저널
2021 .09
-
실시간 마킹/표면 검사 시스템 개발을 위한 다중 비전 검사 기술의 최적화
한국정보과학회 학술발표논문집
2024 .06
-
Structural monitoring and identification of civil infrastructure in the United States
Structural monitoring and maintenance
2016 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0