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...

Full description

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