Content Based Image Retrieval Fundamentals & Algorithms: Basics, Concepts, and Novel Algorithms - Couverture souple

Srinivasa Rao, Chanamallu; Srinivas Kumar, Samayamantula

 
9783659145810: Content Based Image Retrieval Fundamentals & Algorithms: Basics, Concepts, and Novel Algorithms
Couverture souple
ISBN 10 : 3659145815 ISBN 13 : 9783659145810
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Digital image collection is increasing rapidly with the development of Internet and with the advent of highly sophisticated image capturing devices like sensors and digital cameras. Efficient image searching, browsing, and retrieval tools are required by the users for various image processing applications. Content Based Image Retrieval (CBIR) is the solution to overcome the disadvantages in retrieval systems, where in the images are indexed by their own visual content, viz., color, texture, shape. An emphasis is given to review shape based CBIR algorithms in this book. A comprehensive review of different CBIR algorithms is also presented. Various CBIR systems available in the literature are compared in terms of the features used for CBIR, advantages and disadvantages are also appended in Annexure–I. CBIR algorithms using SVD, Contourlet Transform, Exact Legendre Moments (ELMs) features are discussed. CBIR algorithm using ELMs and Support Vector Machine (SVM) classifier is the highlight of this book. This book, therefore, covers basics, concepts, and novel algorithms useful for students and researchers in Image processing in general and CBIR community in particular.

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

Présentation de l'éditeur

Digital image collection is increasing rapidly with the development of Internet and with the advent of highly sophisticated image capturing devices like sensors and digital cameras. Efficient image searching, browsing, and retrieval tools are required by the users for various image processing applications. Content Based Image Retrieval (CBIR) is the solution to overcome the disadvantages in retrieval systems, where in the images are indexed by their own visual content, viz., color, texture, shape. An emphasis is given to review shape based CBIR algorithms in this book. A comprehensive review of different CBIR algorithms is also presented. Various CBIR systems available in the literature are compared in terms of the features used for CBIR, advantages and disadvantages are also appended in Annexure–I. CBIR algorithms using SVD, Contourlet Transform, Exact Legendre Moments (ELMs) features are discussed. CBIR algorithm using ELMs and Support Vector Machine (SVM) classifier is the highlight of this book. This book, therefore, covers basics, concepts, and novel algorithms useful for students and researchers in Image processing in general and CBIR community in particular.

Biographie de l'auteur

Dr.Chanamallu Srinivasa Rao, Ph.D: Studied at University College of Engineering, JNTUK Kakinada. Professor of ECE and Principal at Sri Sai Aditya Institute of Science & Technology, Surampalem, ADB Road, E.G, Dt.,A.P, INDIA.

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
2012
Langue
anglais
ISBN 10 
3659145815
ISBN 13 
9783659145810
Reliure
Broché
Nombre de pages
160
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne