Image Registration : Principles, Tools and Methods

A. Ardeshir Goshtasby

ISBN 10: 1447157990 / ISBN 13: 9781447157991

Edité par Springer London, Springer, 2014

A propos de cet article

Druck auf Anfrage Neuware - Printed after ordering - This book presents a thorough and detailed guide to image registration, outlining the principles and reviewing state-of-the-art tools and methods. The book begins by identifying the components of a general image registration system, and then describes the design of each component using various image analysis tools. The text reviews a vast array of tools and methods, not only describing the principles behind each tool and method, but also measuring and comparing their performances using synthetic and real data. Features: discusses similarity/dissimilarity measures, point detectors, feature extraction/selection and homogeneous/heterogeneous descriptors; examines robust estimators, point pattern matching algorithms, transformation functions, and image resampling and blending; covers principal axes methods, hierarchical methods, optimization-based methods, edge-based methods, model-based methods, and adaptive methods; includes a glossary, an extensive list of references, and an appendix on PCA.

N° de réf. du vendeur 9781447157991

Détails bibliographiques

• Titre: Image Registration : Principles, Tools and Methods
• Éditeur: Springer London, Springer
• Date de parution: 2014
• Langue: anglais
• ISBN à 10 chiffres: 1447157990
• ISBN à 13 chiffres: 9781447157991
• Reliure: Taschenbuch
• État de l'article: Neu
• Dimensions: 235 L x 155 H x 25 P (en millimètres) 235 millimètres de largeur par 155 millimètres de hauteur par 25 millimètres de profondeur
• Poids: 692 grammes

A propos de ce titre

Synopsis

This book presents a thorough and detailed guide to image registration, outlining the principles and reviewing state-of-the-art tools and methods. The book begins by identifying the components of a general image registration system, and then describes the design of each component using various image analysis tools. The text reviews a vast array of tools and methods, not only describing the principles behind each tool and method, but also measuring and comparing their performances using synthetic and real data. Features: discusses similarity/dissimilarity measures, point detectors, feature extraction/selection and homogeneous/heterogeneous descriptors; examines robust estimators, point pattern matching algorithms, transformation functions, and image resampling and blending; covers principal axes methods, hierarchical methods, optimization-based methods, edge-based methods, model-based methods, and adaptive methods; includes a glossary, an extensive list of references, and an appendix on PCA.

Présentation de l'éditeur

This book presents a detailed guide to image registration. It details the principles behind a vast array of tools and methods as well as compares their performances using synthetic and real data.