An Unsupervised Generative Adversarial Network-Based Method for Defect Inspection of Texture Surfaces

Recently, deep learning-based defect inspection methods have begun to receive more attention—from both researchers and the industrial community—due to their powerful representation and learning capabilities. These methods, however, require a large number of samples and manual annotation to achieve a...

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Bibliographic Details
Main Authors: Jichun Wang, Guodong Yi, Shuyou Zhang, Yang Wang
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/1/283