Towards Image Understanding: Deformable Contour and Graph-based Image Segmentation and Recognition - Couverture souple

He, Lei

 
9783838318431: Towards Image Understanding: Deformable Contour and Graph-based Image Segmentation and Recognition
Couverture souple
ISBN 10 : 3838318439 ISBN 13 : 9783838318431
Editeur : LAP Lambert Academic Publishing, 2009

Synopsis

Image understanding usually includes interrelated components of image segmentation and object/scene recognition. Image segmentation extracts the objects/regions of interest from images which are then analyzed for recognition. Deformable contour methods (DCMs) are commonly applied for image segmentation. To understand the strengths and limitations of different DCMs, a comparative study to review eight major snakes and level set methods applied to the medical image segmentation is presented. The studied DCMs are compared using both qualitative and quantitative measures and the lessons learned from this medical segmentation comparison can be translated to other image segmentation domains. DCM results can be recognized for further image analysis and understanding, e.g. a graph matching algorithm is presented in this book for rather challenging segmentation applications, such as blur boundary, complex shape, and intensity inhomogeneity. The skeleton-based graph matching algorithm consists of major operations of skeleton extraction, representation, and matching for recognition, and the results are fedback into the image segmentation to increase the accuracy of the advanced segmentation.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2009
Langue
anglais
ISBN 10 
3838318439
ISBN 13 
9783838318431
Reliure
Broché
Nombre de pages
164
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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