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...

Full description

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/

Similar Items

Similar Items