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Pelillo  Marcello - Similarity-Based Pattern Analysis and Recognition (Advances in Computer Vision and Pattern Recognition) - 9781447156277 - V9781447156277
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Similarity-Based Pattern Analysis and Recognition (Advances in Computer Vision and Pattern Recognition)

€ 128.75
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Description for Similarity-Based Pattern Analysis and Recognition (Advances in Computer Vision and Pattern Recognition) Hardcover. Similarity-Based Pattern Analysis and Recognition Editor(s): Pelillo, Marcello. Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 305 pages, 19 black & white illustrations, 46 colour illustrations, 27 black & white tables, biograp. BIC Classification: UYQP. Category: (P) Professional & Vocational. Dimension: 241 x 164 x 17. Weight in Grams: 574.

This 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 ... Read more

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Product Details

Format
Hardback
Publication date
2013
Publisher
Springer
Condition
New
Series
Advances in Computer Vision and Pattern Recognition
Number of Pages
291
Place of Publication
England, United Kingdom
ISBN
9781447156277
SKU
V9781447156277
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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