Comparison of Convolutional Sparse Coding Network and Convolutional Neural Network for Pavement Crack Classification: A Validation Study

Accurate and effective identification of pavement cracks can provide a reference for pavement performance evaluation and prediction. Inspired by recent outstanding performance of convolutional sparse coding theory in various research fields, we envision whether convolutional sparse coding can be ben...

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Bibliographic Details

Published in:	Journal of physics. Conference series Vol. 1682; no. 1; pp. 12016 - 12023
Main Authors:	Tang, Haitong, Shi, Jun, Lu, Xia, Yin, Zhichao, Huang, Lixue, Jia, Dongbao, Wang, Nizhuan
Format:	Journal Article
Language:	English
Published:	IOP Publishing 01.11.2020
ISSN:	1742-6588, 1742-6596
Online Access:	Get full text
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