An LCD Detection Method Based on the Simultaneous Automatic Generation of Samples and Masks Using Generative Adversarial Networks

An LCD Detection Method Based on the Simultaneous Automatic Generation of Samples and Masks Using Generative Adversarial Networks

When applying deep learning methods to detect micro defects on low-contrast LCD surfaces, there are challenges related to imbalances in sample datasets and the complexity and laboriousness of annotating and acquiring target image masks. In order to solve these problems, a method based on sample and...

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Bibliographic Details
Main Authors:	Hao Wu, Yulong Liu, Youzhi Xu
Format:	Article
Language:	English
Published:	MDPI AG 2023-12-01
Series:	Electronics
Subjects:	mask R-CNN generative adversarial network defect detection
Online Access:	https://www.mdpi.com/2079-9292/12/24/5037

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