{"product_id":"image-texture-analysis-foundations-models-and-algorithms-von-chih-cheng-hung-enmin-song-yihua-lan","title":"Image Texture Analysis","description":"\n                \u003cp\u003eThis useful textbook\/reference presents an accessible primer on the fundamentals of image texture analysis, as well as an introduction to the K-views model for extracting and classifying image textures. Divided into three parts, the book opens with a review of existing models and algorithms for image texture analysis, before delving into the details of the K-views model. The work then concludes with a discussion of popular deep learning methods for image texture analysis.\u003c\/p\u003eTopics and features: provides self-test exercises in every chapter; describes the basics of image texture, texture features, and image texture classification and segmentation; examines a selection of widely-used methods for measuring and extracting texture features, and various algorithms for texture classification; explains the concepts of dimensionality reduction and sparse representation; discusses view-based approaches to classifying images; introduces the template for the K-views algorithm, as well as a range of variants of this algorithm; reviews several neural network models for deep machine learning, and presents a specific focus on convolutional neural networks.\u003cp\u003e\u003c\/p\u003e\n                \u003cp\u003e\u003c\/p\u003e\n                \u003cp\u003e\u003c\/p\u003e\n                \u003cp\u003eThis introductory text on image texture analysis is ideally suitable for senior undergraduate and first-year graduate students of computer science, who will benefit from the numerous clarifying examples provided throughout the work.\u003c\/p\u003e\n                \u003cp\u003e\u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030137724\"\u003e\u003ch3\u003eFoundations, Models and Algorithms\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030137755\"\u003e\u003ch3\u003eFoundations, Models and Algorithms\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9783030137724","offer_id":19630848606301,"sku":"9783030137724","price":69.54,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030137755","offer_id":39423489245277,"sku":"9783030137755","price":50.28,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/14409c82-1fb5-47fa-9cde-0dacc04cc738.jpg?v=1775278633","url":"https:\/\/shop.autorenwelt.de\/products\/image-texture-analysis-foundations-models-and-algorithms-von-chih-cheng-hung-enmin-song-yihua-lan","provider":"Autorenwelt Shop","version":"1.0","type":"link"}