An Attention-Enhanced YOLOv8 Architecture for Leakage Detection in Building SystemsSource: Journal of Performance of Constructed Facilities:;2025:;Volume ( 039 ):;issue: 006::page 04025058-1Author:Yang, Ke
,
Tan, Miao
,
Liao, Haitao
,
Hernandez Azucena, Jose Carlos
,
Yuan, Junlang
,
Ham, Richard
DOI: 10.1061/JPCFEV.CFENG-5264Publisher: American Society of Civil Engineers
Abstract: AbstractIt has been one of the most critical challenges to maintain a healthy, livable, and
sustainable building environment. As part of such efforts, it is desired to efficiently
inspect roofs that cover a large portion of building areas and quickly ...Practical ApplicationsThe results of this study underscore the practical potential of UAV-based visual inspection
methods for the maintenance of constructed facilities. By integrating multisource
imagery with advanced machine learning models, we propose ...
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| contributor author | Yang, Ke | |
| contributor author | Tan, Miao | |
| contributor author | Liao, Haitao | |
| contributor author | Hernandez Azucena, Jose Carlos | |
| contributor author | Yuan, Junlang | |
| contributor author | Ham, Richard | |
| date accessioned | 2026-08-20T11:59:48Z | |
| date available | 2026-08-20T11:59:48Z | |
| date copyright | 2025/09/16 | |
| date issued | 2025 | |
| identifier other | JPCFEV.CFENG-5264.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4312951 | |
| description abstract | AbstractIt has been one of the most critical challenges to maintain a healthy, livable, and sustainable building environment. As part of such efforts, it is desired to efficiently inspect roofs that cover a large portion of building areas and quickly ...Practical ApplicationsThe results of this study underscore the practical potential of UAV-based visual inspection methods for the maintenance of constructed facilities. By integrating multisource imagery with advanced machine learning models, we propose ... | |
| publisher | American Society of Civil Engineers | |
| title | An Attention-Enhanced YOLOv8 Architecture for Leakage Detection in Building Systems | |
| type | Journal Article | |
| journal volume | 39 | |
| journal issue | 6 | |
| journal title | Journal of Performance of Constructed Facilities | |
| identifier doi | 10.1061/JPCFEV.CFENG-5264 | |
| journal fristpage | 04025058-1 | |
| journal lastpage | 04025058-14 | |
| page | 14 | |
| tree | Journal of Performance of Constructed Facilities:;2025:;Volume ( 039 ):;issue: 006 | |
| contenttype | Fulltext |