Optimizing Defect Detection on Glossy and Curved Surfaces Using Deep Learning and Advanced Imaging Systems

Optimizing Defect Detection on Glossy and Curved Surfaces Using Deep Learning and Advanced Imaging Systems

The industrial application of artificial intelligence (AI) has witnessed outstanding adoption due to its robust efficiency in recent times. Image fault detection and classification have also been implemented industrially for product defect detection, as well as for maintaining standards and optimizi...

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Bibliographic Details
Main Authors: Joung-Hwan Yoon, Chibuzo Nwabufo Okwuosa, Nnamdi Chukwunweike Aronwora, Jang-Wook Hur
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
convolutional neural network
ResNet-50
VGG-16
Dijkstra’s algorithm
glossy surface
curved surface
Online Access:https://www.mdpi.com/1424-8220/25/8/2449
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