LSTM based texture classification and defect detection in a fabric

LSTM based texture classification and defect detection in a fabric

Texture classification through deep learning is a science of detecting assumptions from various data through different tools of statistics, machine learning, signal processing and algorithm design. The ultimate aim of textile industries is to produce high quality and defect free fabric to the custom...

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Bibliographic Details
Main Authors: K. Sharath Kumar, M. Rama Bai
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:Measurement: Sensors
Subjects:
Deep learning
LSTM
Defect detection
Texture classification
Logistic regression
Curvelet image decomposition
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917422002379

Internet

http://www.sciencedirect.com/science/article/pii/S2665917422002379

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