Pierre Soille: Morphological Image Analysis

Cover: 9783642076961 | Morphological Image Analysis | Principles and Applications | Soille

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Sprache: Englisch

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Beschreibung

Following the success of the first edition, recent developments in the field of morphological image analysis called for an extended second edition. The text has been fully revised with the goal of improving its clarity while introducing new concepts of interest to real image analysis applications. One chapter devoted to texture analysis has been added. Main extensions include: discussion about multichannel images and their morphological processing, ordering relations on image partitions, connected operators and levellings, homotopy for greytone images, translation-invariant implementations of erosions and dilations by line segments, reinforced emphasis on rank-based morphological operators, grey tone hit-or-miss, ordered independent homotopic thinnings and anchored skeletons, self-dual geodesic transformation and reconstruction, area based self-dual filters, anti-centre, watershed-based texture segmentation, texture models, and new scientific and industrial applications.

Zusammenfassung

2nd edition

Inhaltsverzeichnis

1. Introduction.- 2. Background Notions.- 3. Erosion and Dilation.- 4. Opening and Closing.- 5. Hit-or-miss and Skeletons.- 6. Geodesic Transformations.- 7. Geodesic Metrics.- 8. Filtering.- 9. Segmentation.- 10. Classification.- 11. Texture analysis.- 12. Application Fields.- List of Symbols.- Name index.- Citation index.

Details

Erscheinungsjahr:	2010
Fachbereich:	Nachrichtentechnik
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xvi 392 S.
ISBN-13:	9783642076961
ISBN-10:	3642076963
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Soille, Pierre
Auflage:	Second Edition 2004
Hersteller:	Springer Springer-Verlag GmbH
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 26 mm
Von/Mit:	Pierre Soille
Erscheinungsdatum:	30.11.2010
Gewicht:	0,69 kg