Pattern Recognition von Jürgen Beyerer | Introduction, Features, Classifiers and Principles | ISBN 9783110537963
Buchcover ISBN 9783110537963

Pattern Recognition

Introduction, Features, Classifiers and Principles

von Jürgen Beyerer, Matthias Richter und Matthias Nagel
The book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way. Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it. Ideas of proofs are presented instead of complete proofs. From the authors’ point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughly Extremely practical approach with many examples Based on over ten years lecture at Karlsruhe Institute of Technology For students but also for practitioners

ISBN-Daten

eBook, EPUB
311 Seiten
erschienen am
04.12.2017
Sprache
Englisch
ISBN-10
3-11-053796-6
ISBN-13
978-3-11-053796-3
Lieferstatus
verfügbar
Preis
72,95 €*

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