Real-Time Polarimetric Imaging and Enhanced Deep Learning Model for Automated Defect Detection of Specular Additive Manufacturing Surfaces

Real-Time Polarimetric Imaging and Enhanced Deep Learning Model for Automated Defect Detection of Specular Additive Manufacturing Surfaces

Additive manufacturing (AM) technology has found extensive applications in aerospace, medical, and automotive fields. Defect detection technology remains a research focus in AM process monitoring. While machine learning and neural network algorithms have recently achieved significant advancements in...

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Bibliographic Details
Main Authors: Dingkang Li, Xing Peng, Hongbing Cao, Yuanpeng Xie, Shiqing Li, Xiang Sun, Xinjie Zhao
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Photonics
Subjects:
polarimetric imaging
defect detection
additive manufacturing
deep learning
Online Access:https://www.mdpi.com/2304-6732/12/3/243
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