{"product_id":"textile-image-classification-von-rifat-asliyan","title":"Textile Image Classification","description":"\u003cp\u003eToday, according to the increasing development of  the information technologies the number of the  images in textile industry is rising very fast. It  seems that the textile images cannot be processed  with manually. It is required that textile images  are categorized as suitable classes to profit from  these images. In this book, it is explained how huge  textile images are classified into striped, plaided  and speckled image classes. Striped images are also  categorized into the classes of horizontal,  vertical, 45 and 135 degree lines. Line and circle  features have been used for the classification  methods. To detect line and circle features of the  images, it is applied to line detection operator and  Hough transform method respectively. With the line  feature, striped and plaided images are classified,  but speckled images are found with circle feature.  For the classification of the textile images, some  classification methods are used as Manual  Thresholding, Nearest Neighbor, k-Nearest Neighbor,  Minimum Distance. The system has been evaulated in  detail, and the experimental results show that the  developed system categorized the textile images  successfully.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838357324\"\u003e\u003ch3\u003eCategorizing huge amount of textile images efficiently\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838357324","offer_id":39499090624605,"sku":"9783838357324","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/e254c403-c68f-4ad0-923c-cba5f86f068f.jpg?v=1759212751","url":"https:\/\/shop.autorenwelt.de\/en\/products\/textile-image-classification-von-rifat-asliyan","provider":"Autorenwelt Shop","version":"1.0","type":"link"}