Focusing on Cracks with Instance Normalization Wavelet Layer

Focusing on Cracks with Instance Normalization Wavelet Layer

Automatic crack detection is challenging, owing to the complex and thin topologies, diversity, and background noises of cracks. Inspired by the wavelet theory, we present an instance normalization wavelet (INW) layer and embed the layer into the deep model for segmentation. The proposed layer employ...

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Bibliographic Details
Main Authors: Lei Guo, Fengguang Xiong, Yaming Cao, Hongxin Xue, Lei Cui, Xie Han
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
crack detection
wavelet
convolution neural networks
feature fusion
Online Access:https://www.mdpi.com/1424-8220/25/1/146
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