Projekter pr. år
Abstrakt
This survey presents an in-depth overview of the last 25 years of research within the field of image-based automation of Closed-Circuit Television (CCTV) and Sewer Scanner and Evaluation Technology (SSET) sewer inspection. The survey investigates both the algorithmic pipeline, and the datasets and corresponding evaluation protocols.As a result of the indepth survey, several trends within the research field are revealed, discussed, and future research directions are proposed. Based on the conducted survey, we put forth a set of three recommendations, which we believe will further improve and open the research field, aswell as make the future research more reproducible: 1) The introduction of free and public benchmark datasets, 2) Standardized evaluation metrics, and 3) Open-sourcing the associated code.
Originalsprog | Engelsk |
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Artikelnummer | 103061 |
Tidsskrift | Automation in Construction |
Vol/bind | 111 |
Antal sider | 19 |
ISSN | 0926-5805 |
DOI | |
Status | Udgivet - mar. 2020 |
Fingeraftryk Dyk ned i forskningsemnerne om 'A Survey on Image-Based Automation of CCTV and SSET Sewer Inspections'. Sammen danner de et unikt fingeraftryk.
Projekter
- 1 Igangværende
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ASIR: Automated Sewer Inspection Robot
Moeslund, T. B., Haurum, J. B., Bahnsen, C. H. & Hansen, B. D.
01/11/2018 → 30/04/2022
Projekter: Projekt › Forskning