Morphological Image Analysis

Principles and Applications

P. Soille

408 pages, parution le 31/12/2002 (2^eme édition)

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Résumé

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.

Contents

Introduction
Background Notions
Erosion and Dilation
Opening and Closing
Hit-or-miss and Skeletons
Geodesic Transformations
Geodesic Metrics
Filtering
Segmentation
Classification
Texture Analysis
Application Fields

L'auteur - P. Soille

EC Joint Research Centre, Ispra, Italy

Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	P. Soille
Parution	31/12/2002
Édition	2^eme édition
Nb. de pages	408
Format	16 x 24
Couverture	Relié
Poids	800g
Intérieur	Noir et Blanc
EAN13	9783540429883