{"product_id":"image-texture-analysis-chih-cheng-hung-9783030137755","title":"Image Texture Analysis: Foundations, Models and Algorithms","description":"\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\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Chih-Cheng Hung, Enmin Song, Yihua Lan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030137759\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030137755\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/06\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 258\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.57d","brand":"Chih-Cheng Hung","offers":[{"title":"Paperback","offer_id":44126982045951,"sku":"9783030137755","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_61fe52a7-b1d7-45c6-b93f-66d763727cc9.jpg?v=1687451212","url":"https:\/\/www.whiterainbookhouse.com\/products\/image-texture-analysis-chih-cheng-hung-9783030137755","provider":"WR Book House","version":"1.0","type":"link"}