{"product_id":"image-texture-analysis-9783030137731","title":"Image Texture Analysis","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.Topics 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. This 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","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52916774306071,"sku":null,"price":5397.75,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783030137731.jpg?v=1781592409","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/image-texture-analysis-9783030137731","provider":"Kitaboo One eStore","version":"1.0","type":"link"}