Automated classification and detection of multiple pavement distress images based on deep learning

To achieve automatic, fast, efficient and high-precision pavement distress classification and detection, road surface distress image classification and detection models based on deep learning are trained. First, a pavement distress image dataset is built, including 9017 pictures with distress, and 9...

詳細記述

書誌詳細

出版年:	Journal of Traffic and Transportation Engineering (English ed. Online)
主要な著者:	Deru Li, Zhongdong Duan, Xiaoyang Hu, Dongchang Zhang, Yiying Zhang
フォーマット:	論文
言語:	英語
出版事項:	KeAi Communications Co., Ltd. 2023-04-01
主題:	Pavement distress Deep learning Multi-label classification Distress detection Single shot multibox detector Convolutional neural network
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2095756423000272