{"product_id":"9781447163077","title":"Advances in Computer Vision and Pattern Recognition: From Theory to Applications","description":"\u003ch1\u003eAdvances in Computer Vision and Pattern Recognition: From Theory to Applications\u003c\/h1\u003e \u003ch2\u003eFink, Gernot A.\u003c\/h2\u003e \u003cp\u003eThis thoroughly revised and expanded new edition now includes a more detailed treatment of the EM algorithm, a description of an efficient approximate Viterbi-training procedure, a theoretical derivation of the perplexity measure and coverage of multi-pass decoding based on \u003ci\u003en\u003c\/i\u003e-best search. Supporting the discussion of the theoretical foundations of Markov modeling, special emphasis is also placed on practical algorithmic solutions. Features: introduces the formal framework for Markov models; covers the robust handling of probability quantities; presents methods for the configuration of hidden Markov models for specific application areas; describes important methods for efficient processing of Markov models, and the adaptation of the models to different tasks; examines algorithms for searching within the complex solution spaces that result from the joint application of Markov chain and hidden Markov models; reviews key applications of Markov models.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-01-28\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9781447163077\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4471-6308-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 276\u003c\/p\u003e ","brand":"Springer London","offers":[{"title":"Default Title","offer_id":47380324745356,"sku":"9781447163077","price":80.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781447163077.jpg?v=1775741682","url":"https:\/\/lateknightbooks.com\/products\/9781447163077","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}