Moment-Based Features of Knitted Cotton Fabric Defect Classification by Artificial Neural Networks

Moment-Based Features of Knitted Cotton Fabric Defect Classification by Artificial Neural Networks

The defect classification of knitted fabrics is a challenging area of research. Most of the defect detection works in India; Bangladesh is being carried by manually trained inspectors. The long working hours and the working environment at the company induces the fatigue, lack of concentration, and t...

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Bibliographic Details
Main Authors: Subrata Das, Amitabh Wahi, S. Madhan Kumar, Ravi Shankar Mishra, S. Sundaramurthy
Format: Article
Language:English
Published: Taylor & Francis Group 2022-04-01
Series:Journal of Natural Fibers
Subjects:
defects
image processing
artificial neural network
back propagation
levenberg–marquardt (lm) algorithm
Online Access:http://dx.doi.org/10.1080/15440478.2020.1779900

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