Review of Computer Vision Applications in Fabric Recognition and Color Analysis

TP391%TS106.5; Detecting various parameters of woven fabrics is one of the important methods to evaluate the quality of fabrics. In the early stage of industrial development, fabrics were mainly relied on manual to determine the quality, which was inefficient and unstable, so intelligent inspection is a popular development trend today. In recent years, computer vision technology has been widely used in the fields of fabric density measurement, color analysis, and weave pattern recognition. Based on the above three aspects, the advanced research progress of global researchers is reviewed in this paper and the shortcomings of current research and possible research directions in the future are analyzed. Computer vision technology is not only objective evaluation, but also has the advantages of accuracy and efficiency, and has a good development prospect in the field of textiles.