There are invalid and redundant features in the texture feature extraction method of cashmere and wool fibers. which leads to the low recognition accuracy. In this paper. a novel texture feature selection method based on local binary pattern. https://www.roneverhart.com/1915-Old-Taylor-Bourbon-Bottled-1933-Prohibition-Bottling-Quart-low-fill/