Image Registration
Goshtasby, A. Ardeshir
Produktnummer:
184a05c474f0da40189d09a8d9ef54f18b
| Autor: | Goshtasby, A. Ardeshir |
|---|---|
| Themengebiete: | Feature Extraction and Selection Image Resampling and Blending Point Detectors and Descriptors Point Matching Robust Estimation Similarity and Distance Measures Transformation Functions |
| Veröffentlichungsdatum: | 22.02.2014 |
| EAN: | 9781447157991 |
| Sprache: | Englisch |
| Seitenzahl: | 442 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer London |
| Untertitel: | Principles, Tools and Methods |
Produktinformationen "Image Registration"
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.
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