An Algorithm for Crack Detection, Segmentation, and Fractal Dimension Estimation in Low-Light Environments by Fusing FFT and Convolutional Neural Network

An Algorithm for Crack Detection, Segmentation, and Fractal Dimension Estimation in Low-Light Environments by Fusing FFT and Convolutional Neural Network

The segmentation of crack detection and severity assessment in low-light environments presents a formidable challenge. To address this, we propose a novel dual encoder structure, denoted as DSD-Net, which integrates fast Fourier transform with a convolutional neural network. In this framework, we in...

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Bibliographic Details
Main Authors: Jiajie Cheng, Qiunan Chen, Xiaocheng Huang
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Fractal and Fractional
Subjects:
crack detection
crack segmentation
deep learning
fractal dimension estimation
low-light environment
Online Access:https://www.mdpi.com/2504-3110/7/11/820

Internet

https://www.mdpi.com/2504-3110/7/11/820

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