IARS: Image Archival and Retrieval Systems: Exploration of Spatial Similarity Based Indexing Schemes For Symbolic Image Databases - Couverture souple

P Swamy, Punitha

 
9783843371339: IARS: Image Archival and Retrieval Systems: Exploration of Spatial Similarity Based Indexing Schemes For Symbolic Image Databases
Couverture souple
ISBN 10 : 3843371334 ISBN 13 : 9783843371339
Editeur : LAP LAMBERT Academic Publishing, 2011

Synopsis

In this book, important aspects in creating an efficient and effective image archival and retrieval system are addressed. Various novel algorithmic models are proposed for indexing symbolic images for faster retrieval. The proposed models assume that the symbolic representation of images are made available and they represent images through perception of spatial relationships among the components present in symbolic images. In order to overcome the limitations of existing methodologies in perceiving spatial relationships invariant to image transformations, a novel concept called direction of reference is introduced and two algorithmic models, for exact match retrieval are investigated. An alternative model presented preserves triangular spatial relationship among components by the use of quadruples which are mapped onto unique keys. The model stores the mean and standard deviation of the keys for an image as its representatives. Another model based on B-tree, a multilevel indexing structure, is also proposed for similarity retrieval. A method of classifying the retrieved images based on a query image is also suggested. The extended model has logarithmic retrieval time complexity.

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

Présentation de l'éditeur

In this book, important aspects in creating an efficient and effective image archival and retrieval system are addressed. Various novel algorithmic models are proposed for indexing symbolic images for faster retrieval. The proposed models assume that the symbolic representation of images are made available and they represent images through perception of spatial relationships among the components present in symbolic images. In order to overcome the limitations of existing methodologies in perceiving spatial relationships invariant to image transformations, a novel concept called direction of reference is introduced and two algorithmic models, for exact match retrieval are investigated. An alternative model presented preserves triangular spatial relationship among components by the use of quadruples which are mapped onto unique keys. The model stores the mean and standard deviation of the keys for an image as its representatives. Another model based on B-tree, a multilevel indexing structure, is also proposed for similarity retrieval. A method of classifying the retrieved images based on a query image is also suggested. The extended model has logarithmic retrieval time complexity.

Biographie de l'auteur

Dr.Punitha P Swamy is Professor at PESIT, Bangalore, India. Her research interests are Image processing,Pattern Recognition & CBIR. She recieved her BSc,MSc and Ph.D degrees from the UoM, Mysore,India, in 1999, 2001, and 2006. She was a postdoc at UG, Glasgow from 2006-2010. She has published 40 research articles and is a reviewer for top journals.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3843371334
ISBN 13 
9783843371339
Reliure
Broché
Nombre de pages
172
Coordonnées du fabricant
non disponible
Personne responsable
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