A Four-Stage Product Appearance Defect Detection Method With Small Samples

With the automation of industrial production, appearance defect detection based on machine vision plays an important role in product quality control. The scarcity of defect samples and real-time requirement are the main challenges in this field. Many existing studies are based on semantic segmentati...

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Bibliographic Details
Main Authors: Xiang Xie, Rongfeng Zhang, Lingxi Peng, Shaohu Peng
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9851632/