Verfasst von:	Beyerer, Jürgen [VerfasserIn]
	Hagmanns, Raphael [VerfasserIn]
	Stadler, Daniel [VerfasserIn]
Titel:	Pattern Recognition
Titelzusatz:	introduction, features, classifiers and principles
Institutionen:	De Gruyter Oldenbourg [Verlag]
Verf.angabe:	Jürgen Beyerer, Raphael Hagmanns, Daniel Stadler
Ausgabe:	2nd edition
Verlagsort:	Berlin ; Boston
Verlag:	De Gruyter Oldenbourg
E-Jahr:	2024
Jahr:	[2024]
Umfang:	XXV, 327 Seiten
Illustrationen:	Illustrationen, Diagramme
Format:	24 cm x 17 cm
Gesamttitel/Reihe:	De Gruyter Graduate
ISBN:	978-3-11-133919-1
	3-11-133919-X
Abstract:	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 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
URL:	Inhaltsverzeichnis: https://d-nb.info/1305094484/04
	Unbekannt: https://www.degruyter.com/isbn/9783111339191
Schlagwörter:	(s)Mustererkennung    / (s)Merkmalsextraktion    / (s)Automatische Klassifikation
Dokumenttyp:	Lehrbuch
Sprache:	eng
Bibliogr. Hinweis:	Erscheint auch als : Online-Ausgabe: Beyerer, Jürgen, 1961 - : Pattern Recognition. - 2nd edition. - Berlin : De Gruyter, 2024. - 1 Online-Ressource (XXV, 327 Seiten)
RVK-Notation:	ST 330
Sach-SW:	Perception des structures
	Reconnaissance des formes (Informatique)
K10plus-PPN:	1863883711