“MODEL BASED APPROACH ON TEXTILE QUALITY CONTROL USING IMAGE PROCESSING WITH ANN”

Abstract

Abstract: The textile industry is undergoing a significant revolution propelled by computer technology and continuous development. This paper explores the integration of image processing techniques, particularly through MATLAB software, in quality control within textile manufacturing. Leveraging computer technology and artificial neural networks, this approach enables the rapid and precise detection of fabric defects, ultimately enhancing production quality. The utilization of image processing offers a promising path for future development, ensuring high-quality products through efficient fault detection and correction.