{"product_id":"9781447156277","title":"Advances in Computer Vision and Pattern Recognition","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition\u003c\/h1\u003e \u003ch2\u003ePelillo, Marcello\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis accessible text\/reference presents a coherent overview of the emerging field of non-Euclidean similarity learning. The book presents a broad range of perspectives on similarity-based pattern analysis and recognition methods, from purely theoretical challenges to practical, real-world applications. The coverage includes both supervised and unsupervised learning paradigms, as well as generative and discriminative models. Topics and features: explores the origination and causes of non-Euclidean (dis)similarity measures, and how they influence the performance of traditional classification algorithms; reviews similarity measures for non-vectorial data, considering both a “kernel tailoring” approach and a strategy for learning similarities directly from training data; describes various methods for “structure-preserving” embeddings of structured data; formulates classical pattern recognition problems from a purely game-theoretic perspective; examines two large-scale biomedical imagingapplications.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2013-12-12\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9781447156277\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4471-5628-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 291\u003c\/p\u003e ","brand":"Springer London","offers":[{"title":"Default Title","offer_id":45169120903308,"sku":"9781447156277","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781447156277.jpg?v=1776438528","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781447156277","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}