A dual-domain perception gate-controlled adaptive fusion algorithm for road crack detection

Abstract Road crack detection presents critical challenges, including diverse defect patterns and complex anomaly characteristics. The current object detection algorithms demonstrate deficiencies in considering feature redundancy across channel-spatial dimensions, employ indiscriminate fusion strate...

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Bibliographic Details
Main Authors: Ziyang Zhang, Yong’an Feng
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-07610-5
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