... Limited 2026 Emerald Publishing Limited Licensed re-use rights only Fabric classification Feature extraction RF SVM KNN Texture analysis Fabric material classification is a crucial aspect across various industries, including fashion, textile manufacturing and e-commerce. Accurate...

... wavelet The gray-level co-occurrence matrix (GLCM) of an image can reflect the comprehensive information of image gray level, which is about directions, adjacent interval and rangeability. It has been proved a good method of texture analysis in theory and experiment (Jing et al., 2012...

... the uniform quality throughout the wool clips. In this study, the concept of texture analysis based on Gabor filtering is employed and textural features are extracted from the images of wool staples with different fineness. It is justified by the experiments that those textural features are rotation invariant...