Image registration : principles, tools and methods

To chci

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. … celý popis

Podrobná bibliografie

Hlavní autor

Ardeshir Goshtasby, 1949-

Typ dokumentu

Knihy

Fyzický popis

xviii, 441 s. : il. (některé barev.)

Vydáno

London : Springer, c2012

Edice

Advances in computer vision and pattern recognition (Springer),

Témata

zpracování obrazů > if

monografie

Popis jednotky

Terminologický slovník
Seznam zkratek

Bibliografie

Obsahuje bibliografie a rejstřík

ISBN

978-1-4471-2457-3