A high-effective multitask surface defect detection method based on CBAM and atrous convolution

Given the shortcomings of conventional machine vision-based surface defect detection methods, including their low accuracy, long development cycle, and poor generalization ability, this paper proposes a surface defect detection model based on the convolutional block attention module and atrous convo...

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Bibliographic Details
Main Authors: Xin XIE, Lei XU, Xinlei LI, Bin WANG, Tiancheng WAN
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2022-11-01
Series:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/jamdsm/16/6/16_2022jamdsm0063/_pdf/-char/en