{"product_id":"cheng-chih-hung-image-texture-analysis-9783030137724","title":"Image Texture Analysis","description":"This 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.\n\u003cbr\u003e\nThis 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.","brand":"Springer International Publishing","offers":[{"title":"Used - good","offer_id":53318721831254,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false},{"title":"Used - like new","offer_id":53381777457494,"sku":"9783030137724-N","price":4.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783030137724_1.jpg?v=1778478531","url":"https:\/\/www.momoxbooks.com\/products\/cheng-chih-hung-image-texture-analysis-9783030137724","provider":"momoxbooks","version":"1.0","type":"link"}