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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Bibliographic Details
Published in:	IEEE transactions on intelligent transportation systems Vol. 23; no. 9; pp. 15546 - 15557
Main Authors:	Liu, Chuanqi, Zhu, Chengguang, Xia, Xuan, Zhao, Jiankang, Long, Haihui
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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 Access:	Get full text
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