Image Registration : Principles, Tools and Methods PDF
by A. Ardeshir Goshtasby
Part of the Advances in Computer Vision and Pattern Recognition series
Description
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.
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer London
- Publication Date:11/01/2012
- Category:
- ISBN:9781447124580
Other Formats
- Hardback from £129.99
- Paperback / softback from £117.65
Information
-
Download - Immediately Available
- Format:PDF
- Publisher:Springer London
- Publication Date:11/01/2012
- Category:
- ISBN:9781447124580
