Classification of Spot-Welded Joints in Laser Thermography Data Using Convolutional Neural Networks

Classification of Spot-Welded Joints in Laser Thermography Data Using Convolutional Neural Networks

Spot welding is a crucial process step in various industries. However, classification of spot welding quality is still a tedious process due to the complexity and sensitivity of the test material, which drain conventional approaches to its limits. In this article, we propose an approach for quality...

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Bibliographic Details
Main Authors: Linh Kastner, Samim Ahmadi, Florian Jonietz, Peter Jung, Giuseppe Caire, Mathias Ziegler, Jens Lambrecht
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Active thermal imaging
laser thermography
spot-welded joints
convolutional neural network
classification
data preprocessing
Online Access:https://ieeexplore.ieee.org/document/9367149/

Internet

https://ieeexplore.ieee.org/document/9367149/

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