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- Title
Automated defect detection of woven fabric using artificial neural network.
- Authors
Das, Subrata; Wahi, Amitabh; Keerthika, S.; Thulasiram, N.; Sundaramurthy, S.
- Abstract
This paper presents a method to detect defect in woven fabrics by application of supervised neural network trained on back error propagation algorithm. The detection process consists of two parts. First is the conversion of coloured image into RGB components and extraction of features from each colour components. In the second part feed forward artificial neural network was trained and tested on features obtained above. The trained neural classifier was tested on test dataset. It was found that 80%classification accuracy was obtained on test dataset.
- Publication
Man-Made Textiles in India, 2019, Vol 47, Issue 4, p113
- ISSN
0377-7537
- Publication type
Academic Journal