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Computational Botany: Methods for Automated Species Identification
Kategorie	Beschreibung
036a	XA-DE
037b	eng
077a	481762965 Druckausg.: ‡Remagnino, Paolo: Computational botany
087q	978-3-662-53743-5
100	Remagnino, Paolo
104b	Wilkin, Paul
108b	Cope, James
112b	Kirkup, Don
116b	Mayo, Simon
331	Computational Botany
335	Methods for Automated Species Identification
410	Berlin, Heidelberg
412	Springer
425	2017
425a	2017
433	Online-Ressource (VIII, 114 p. 38 illus., 20 illus. in color, online resource)
451b	SpringerLink. Bücher
527	Druckausg.: ‡Remagnino, Paolo: Computational botany
527	Printed editionISBN: 978-3-662-53743-5
540a	ISBN 978-3-662-53745-9
700	\|UYQ
700	\|COM004000
700b	\|006.3
700c	\|Q342
750	This book discusses innovative methods for mining information from images of plants, especially leaves, and highlights the diagnostic features that can be implemented in fully automatic systems for identifying plant species. Adopting a multidisciplinary approach, it explores the problem of plant species identification, covering both the concepts of taxonomy and morphology. It then provides an overview of morphometrics, including the historical background and the main steps in the morphometric analysis of leaves together with a number of applications. The core of the book focuses on novel diagnostic methods for plant species identification developed from a computer scientist’s perspective. It then concludes with a chapter on the characterization of botanists' visions, which highlights important cognitive aspects that can be implemented in a computer system to more accurately replicate the human expert’s fixation process. The book not only represents an authoritative guide to advanced computational tools for plant identification, but provides experts in botany, computer science and pattern recognition with new ideas and challenges. As such it is expected to foster both closer collaborations and further technological developments in the emerging field of automatic plant identification
753	From the Content -- Introduction -- Morphometrics: a Brief Review -- Feature Extraction -- Machine Learning for Plant Leaf Analysis
902s	211000221 Pflanzenart
902s	209599537 Systematik
902s	209691026 Computerunterstütztes Verfahren
012	482166142
081	Remagnino, Paolo: Computational Botany
100	Springer E-Book
125a	Elektronischer Volltext - Campuslizenz
655e	$uhttp://dx.doi.org/10.1007/978-3-662-53745-9