FFEDN: Feature Fusion Encoder Decoder Network for Crack Detection

Crack detection plays a crucial role in structural health monitoring tasks to ensure the reliability of the transportation infrastructures. However, the automatic detection of cracks remains a challenging task due to the complicated background. Especially, tiny crack detection should be attached imp...

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Veröffentlicht in:	IEEE transactions on intelligent transportation systems Jg. 23; H. 9; S. 15546 - 15557
Hauptverfasser:	Liu, Chuanqi, Zhu, Chengguang, Xia, Xuan, Zhao, Jiankang, Long, Haihui
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	attention mechanism Coders Crack detection Cracks Decoding encoder-decoder Feature extraction feature fusion Flaw detection Image edge detection Interference Modules Reliability engineering Semantics Shape shape semantic prior Structural health monitoring Task analysis
ISSN:	1524-9050, 1558-0016
Online-Zugang:	Volltext
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