... 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...

... . Figure 2. The method of fabric texture feature parameters extracted and analysis Image processing Pattern recognition Texture analysis Woven fabric National Natural Science Foundation of China 61271419 The woven pattern is an important parameter of woven fabrics and plays...

... 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...