LGP-YOLO: an efficient convolutional neural network for surface defect detection of light guide plate

LGP-YOLO: an efficient convolutional neural network for surface defect detection of light guide plate

Abstract Light guide plate (LGP) is a key component of liquid crystal display (LCD) display systems, so its quality directly affects the display effect of LCD. However, LGPs have complex background texture, low contrast, varying defect size and numerous defect types, which makes realizing efficient...

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Bibliographic Details
Main Authors: Yan Wan, Junfeng Li
Format: Article
Language:English
Published: Springer 2023-10-01
Series:Complex & Intelligent Systems
Subjects:
Light guide plate
Surface defect detection
Convolutional neural network
Deep learning
Online Access:https://doi.org/10.1007/s40747-023-01256-4

Internet

https://doi.org/10.1007/s40747-023-01256-4

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