A Novel Deep Learning-Based Approach for Defect Detection of Synthetic Leather Using Gaussian Filtering

A Novel Deep Learning-Based Approach for Defect Detection of Synthetic Leather Using Gaussian Filtering

Synthetic leather is a commonly used material, especially in the clothing industry. It is employed in the production of footwear, such as shoes and boots, as well as handbags and other accessories. Prior to exportation, the leather is subjected to a series of processing stages, which may result in t...

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Bibliographic Details
Main Authors: Christopher Mai, Pascal Penava, Ricardo Buettner
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Deep learning
Gaussian filter
synthetic leather
defect detection
transfer learning
pre-trained architectures
Online Access:https://ieeexplore.ieee.org/document/10812727/
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