Image Registration: Principles, Tools and Methods
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.
1133129615
Image Registration: Principles, Tools and Methods
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.
169.99
In Stock
5
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Image Registration: Principles, Tools and Methods
442
Image Registration: Principles, Tools and Methods
442Paperback(2012)
$169.99
169.99
In Stock
Product Details
| ISBN-13: | 9781447157991 |
|---|---|
| Publisher: | Springer London |
| Publication date: | 02/23/2014 |
| Series: | Advances in Computer Vision and Pattern Recognition |
| Edition description: | 2012 |
| Pages: | 442 |
| Product dimensions: | 6.10(w) x 9.25(h) x 0.04(d) |
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