Scalable and Accurate Crack Segmentation for Infrastructure Health Monitoring Using EfficientNetB0 and a Context-Aware Attention MechanismSource: Journal of Infrastructure Systems:;2026:;Volume ( 032 ):;issue: 003::page 04026009-1Author:Zaheer, Qasim
,
Ehsan, Haleema
,
Wang, Jin
,
Shah, Syed Rehan
,
Atta, Zunaira
,
Ai, Chengbo
,
Sajid, Abdul Hannan
,
Qiu, Shi
DOI: 10.1061/JITSE4.ISENG-2911Publisher: American Society of Civil Engineers
Abstract: AbstractIn response to the growing need for accurate and automated infrastructure assessment,
this study introduces a novel crack segmentation framework that combines an EfficientNetB0
encoder with an enhanced U-Net decoder augmented by contextual ...
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| contributor author | Zaheer, Qasim | |
| contributor author | Ehsan, Haleema | |
| contributor author | Wang, Jin | |
| contributor author | Shah, Syed Rehan | |
| contributor author | Atta, Zunaira | |
| contributor author | Ai, Chengbo | |
| contributor author | Sajid, Abdul Hannan | |
| contributor author | Qiu, Shi | |
| date accessioned | 2026-08-20T11:12:27Z | |
| date available | 2026-08-20T11:12:27Z | |
| date copyright | 2026/05/06 | |
| date issued | 2026 | |
| identifier other | JITSE4.ISENG-2911.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4311844 | |
| description abstract | AbstractIn response to the growing need for accurate and automated infrastructure assessment, this study introduces a novel crack segmentation framework that combines an EfficientNetB0 encoder with an enhanced U-Net decoder augmented by contextual ... | |
| publisher | American Society of Civil Engineers | |
| title | Scalable and Accurate Crack Segmentation for Infrastructure Health Monitoring Using EfficientNetB0 and a Context-Aware Attention Mechanism | |
| type | Journal Article | |
| journal volume | 32 | |
| journal issue | 3 | |
| journal title | Journal of Infrastructure Systems | |
| identifier doi | 10.1061/JITSE4.ISENG-2911 | |
| journal fristpage | 04026009-1 | |
| journal lastpage | 04026009-13 | |
| page | 13 | |
| tree | Journal of Infrastructure Systems:;2026:;Volume ( 032 ):;issue: 003 | |
| contenttype | Fulltext |