Hybrid twin attention based convolutional stacked sparse autoencoder for classification of defected weld images

Welding is an essential joining process in industrial manufacturing. Many deep learning models are introduced to detect welding errors. However, with a shortage of training data samples, most existing models take longer and are less accurate because of limited learning ability and increased computat...

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Bibliographic Details

Published in:	Computers & electrical engineering Vol. 124; p. 110328
Main Authors:	Srikanth, T., Mani, M. Radhika
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2025
Subjects:	Conventional image noise reduction techniques Discrete signal Displacement vector Dual-peak grey distribution Gaussian function distribution Grey pixel value Single-layer perception Dual-peak grey distribution Displacement vector Single-layer perception Grey pixel value Discrete signal Gaussian function distribution Conventional image noise reduction techniques
ISSN:	0045-7906
Online Access:	Get full text
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